{
  "total": 388,
  "topics": [
    {
      "id": 252877,
      "title": "New to Machine Learning or Kaggle?",
      "comment_count": 21,
      "views": 0,
      "votes": 30
    },
    {
      "id": 254252,
      "title": "Opportunity to Publish your Method and Results, in Springer LNCS",
      "comment_count": 40,
      "views": 0,
      "votes": 62
    },
    {
      "id": 278921,
      "title": "Leaderboard Reveal and Finalization",
      "comment_count": 22,
      "views": 0,
      "votes": 29
    },
    {
      "id": 267810,
      "title": "Educational Merit Distinction",
      "comment_count": 5,
      "views": 0,
      "votes": 38
    },
    {
      "id": 252876,
      "title": "Looking for a Team Thread",
      "comment_count": 181,
      "views": 0,
      "votes": 19
    },
    {
      "id": 262046,
      "title": "Exclusion of three cases from training cohort ",
      "comment_count": 3,
      "views": 0,
      "votes": 50
    },
    {
      "id": 253468,
      "title": "Welcome from the Challenge Sponsors",
      "comment_count": 5,
      "views": 0,
      "votes": 20
    },
    {
      "id": 453098,
      "title": "Binary classification! My thesis/help me pls",
      "comment_count": 0,
      "views": 0,
      "votes": 1
    },
    {
      "id": 252922,
      "title": "🧠Brain 3D View🧠",
      "comment_count": 3,
      "views": 0,
      "votes": 22
    },
    {
      "id": 280572,
      "title": "8th place solution",
      "comment_count": 1,
      "views": 0,
      "votes": 9
    },
    {
      "id": 281347,
      "title": "1st place solution with very simple code",
      "comment_count": 27,
      "views": 0,
      "votes": 103
    },
    {
      "id": 361354,
      "title": "Difference between BraTS2021 Task2 and Task 1 Dataset ",
      "comment_count": 1,
      "views": 0,
      "votes": 1
    },
    {
      "id": 268597,
      "title": "Notebook to run BraTS Pre-processing in Kaggle kernel",
      "comment_count": 6,
      "views": 0,
      "votes": 15
    },
    {
      "id": 280029,
      "title": "4th place solution",
      "comment_count": 10,
      "views": 0,
      "votes": 34
    },
    {
      "id": 322229,
      "title": "Test labels",
      "comment_count": 2,
      "views": 0,
      "votes": null
    },
    {
      "id": 276351,
      "title": "Normalized Voxels: Inference error ",
      "comment_count": 1,
      "views": 0,
      "votes": 4
    },
    {
      "id": 314390,
      "title": "Is the data size enough for research",
      "comment_count": 0,
      "views": 0,
      "votes": 0
    },
    {
      "id": 256199,
      "title": "Understanding 3D image classification ",
      "comment_count": 5,
      "views": 0,
      "votes": 32
    },
    {
      "id": 252851,
      "title": "Research paper and related works Radiogenomic Image using CV/ML/DL approaches",
      "comment_count": 6,
      "views": 0,
      "votes": 25
    },
    {
      "id": 305908,
      "title": "Public Test Set Labels",
      "comment_count": 0,
      "views": 0,
      "votes": 1
    },
    {
      "id": 303282,
      "title": "Submissions Disabled",
      "comment_count": 0,
      "views": 0,
      "votes": 0
    },
    {
      "id": 266173,
      "title": "Is this even possible?",
      "comment_count": 59,
      "views": 0,
      "votes": 66
    },
    {
      "id": 291506,
      "title": "Brain Tumor Challenge Recognition Event Today at 4:00 PM CT",
      "comment_count": 2,
      "views": 0,
      "votes": 3
    },
    {
      "id": 287713,
      "title": "3rd place solution ",
      "comment_count": 0,
      "views": 0,
      "votes": 13
    },
    {
      "id": 285297,
      "title": "Understood the competition is over but can the scorer be still open for submission.",
      "comment_count": 2,
      "views": 0,
      "votes": 8
    },
    {
      "id": 286935,
      "title": "Help shed a light on challenge participation characteristics",
      "comment_count": 0,
      "views": 0,
      "votes": 3
    },
    {
      "id": 279826,
      "title": "[9th] Simple and kinda stable approach",
      "comment_count": 14,
      "views": 0,
      "votes": 31
    },
    {
      "id": 284024,
      "title": "On the low performance of models in this challenge",
      "comment_count": 2,
      "views": 0,
      "votes": 30
    },
    {
      "id": 282634,
      "title": "Multimodal 2d CNN with independent augmentations based on Monai",
      "comment_count": 2,
      "views": 0,
      "votes": 9
    },
    {
      "id": 280062,
      "title": "All Solutions Compilation",
      "comment_count": 3,
      "views": 0,
      "votes": 23
    },
    {
      "id": 279823,
      "title": "The real winner ...",
      "comment_count": 22,
      "views": 0,
      "votes": 100
    },
    {
      "id": 279832,
      "title": "12th Place Solution",
      "comment_count": 22,
      "views": 0,
      "votes": 44
    },
    {
      "id": 281911,
      "title": "5th place solution",
      "comment_count": 1,
      "views": 0,
      "votes": 9
    },
    {
      "id": 281374,
      "title": "7th place solution",
      "comment_count": 2,
      "views": 0,
      "votes": 8
    },
    {
      "id": 279820,
      "title": "This competition is a failure.",
      "comment_count": 40,
      "views": 0,
      "votes": 84
    },
    {
      "id": 280003,
      "title": "662nd place solution",
      "comment_count": 8,
      "views": 0,
      "votes": 24
    },
    {
      "id": 279817,
      "title": "A few words to share!",
      "comment_count": 19,
      "views": 0,
      "votes": 25
    },
    {
      "id": 279777,
      "title": "Leaderboard Shakeup Plot - Rank and Score",
      "comment_count": 11,
      "views": 0,
      "votes": 29
    },
    {
      "id": 280033,
      "title": "2nd place solution",
      "comment_count": 15,
      "views": 0,
      "votes": 37
    },
    {
      "id": 279787,
      "title": "4th place, whattt!!!!!!!",
      "comment_count": 9,
      "views": 0,
      "votes": 23
    },
    {
      "id": 280402,
      "title": "6 place solution (2 stage models)",
      "comment_count": 0,
      "views": 0,
      "votes": 23
    },
    {
      "id": 280448,
      "title": "Top 30 finish with 1 submission",
      "comment_count": 0,
      "views": 0,
      "votes": 7
    },
    {
      "id": 280043,
      "title": "Were our efforts really useless?",
      "comment_count": 3,
      "views": 0,
      "votes": 10
    },
    {
      "id": 280072,
      "title": "15th (VIT) Vision Transformer 3D on MRI ",
      "comment_count": 0,
      "views": 0,
      "votes": 13
    },
    {
      "id": 279762,
      "title": "Clinically useless model ",
      "comment_count": 8,
      "views": 0,
      "votes": 11
    },
    {
      "id": 280107,
      "title": "691nd place solution. (Code)",
      "comment_count": 0,
      "views": 0,
      "votes": 9
    },
    {
      "id": 279672,
      "title": "err - wuh?",
      "comment_count": 6,
      "views": 0,
      "votes": 17
    },
    {
      "id": 280017,
      "title": "255th place solution - Using 3D Resnet50 model",
      "comment_count": 2,
      "views": 0,
      "votes": 9
    },
    {
      "id": 280121,
      "title": "2d vs 3d cnn results",
      "comment_count": 0,
      "views": 0,
      "votes": 7
    },
    {
      "id": 280035,
      "title": "We should have expected this",
      "comment_count": 0,
      "views": 0,
      "votes": 8
    },
    {
      "id": 278884,
      "title": "Deleted dataset issue",
      "comment_count": 8,
      "views": 0,
      "votes": 28
    },
    {
      "id": 279774,
      "title": "- 1 score in private?",
      "comment_count": 8,
      "views": 0,
      "votes": 7
    },
    {
      "id": 280050,
      "title": "Compilation of top solutions and approaches ",
      "comment_count": 0,
      "views": 0,
      "votes": 5
    },
    {
      "id": 280068,
      "title": "😑it's an unfair competition. why didn't they run my notebook on private dataset",
      "comment_count": 1,
      "views": 0,
      "votes": 4
    },
    {
      "id": 277150,
      "title": "Correlation != Causation",
      "comment_count": 8,
      "views": 0,
      "votes": 21
    },
    {
      "id": 279668,
      "title": "Did any of our models really learn?",
      "comment_count": 5,
      "views": 0,
      "votes": 5
    },
    {
      "id": 278504,
      "title": "That was fun, what is next?",
      "comment_count": 8,
      "views": 0,
      "votes": 6
    },
    {
      "id": 278815,
      "title": "[WARNING]Don't select a public notebook that doesn't infer private data as the final submission",
      "comment_count": 11,
      "views": 0,
      "votes": 9
    },
    {
      "id": 279671,
      "title": "Results of all submissions",
      "comment_count": 5,
      "views": 0,
      "votes": 6
    },
    {
      "id": 280145,
      "title": "Pyradiomics used for radiomic feature extraction",
      "comment_count": 3,
      "views": 0,
      "votes": 1
    },
    {
      "id": 280296,
      "title": "Expected AUC for \"N\" submissions for a Random Classifier ",
      "comment_count": 4,
      "views": 0,
      "votes": 1
    },
    {
      "id": 279656,
      "title": "WOOOOOHOOOOO!!!!!!!!",
      "comment_count": 4,
      "views": 0,
      "votes": 6
    },
    {
      "id": 279770,
      "title": "Competition is over, but super big shakeup",
      "comment_count": 2,
      "views": 0,
      "votes": 5
    },
    {
      "id": 279772,
      "title": "Random probabilistic submission",
      "comment_count": 0,
      "views": 0,
      "votes": 5
    },
    {
      "id": 279816,
      "title": "Public data distract the high public score competitors",
      "comment_count": 0,
      "views": 0,
      "votes": 4
    },
    {
      "id": 278136,
      "title": "Clarifying MGMT - Glioblastoma image features relationship / correlation",
      "comment_count": 5,
      "views": 0,
      "votes": 12
    },
    {
      "id": 278264,
      "title": "Shakeup Memes",
      "comment_count": 6,
      "views": 0,
      "votes": 17
    },
    {
      "id": 279858,
      "title": "-1.0 in all my submissions including one of the selected ones...",
      "comment_count": 4,
      "views": 0,
      "votes": 2
    },
    {
      "id": 277787,
      "title": "Shake-up is approaching, I can already feel it",
      "comment_count": 28,
      "views": 0,
      "votes": 24
    },
    {
      "id": 278944,
      "title": "Suggestion: Green or Red icon for the Private Score status.",
      "comment_count": 1,
      "views": 0,
      "votes": 8
    },
    {
      "id": 279669,
      "title": "The biggest shake up",
      "comment_count": 1,
      "views": 0,
      "votes": 2
    },
    {
      "id": 279508,
      "title": "Results publication deadline",
      "comment_count": 0,
      "views": 0,
      "votes": 2
    },
    {
      "id": 279180,
      "title": "Unusual Activity in Public LB",
      "comment_count": 1,
      "views": 0,
      "votes": 3
    },
    {
      "id": 279841,
      "title": "Stratified Sampling into Training and Validation set",
      "comment_count": 0,
      "views": 0,
      "votes": 1
    },
    {
      "id": 279269,
      "title": "MRI to PET",
      "comment_count": 7,
      "views": 0,
      "votes": 1
    },
    {
      "id": 278507,
      "title": "What is deadline?",
      "comment_count": 3,
      "views": 0,
      "votes": 7
    },
    {
      "id": 278875,
      "title": "Same model, different score",
      "comment_count": 4,
      "views": 0,
      "votes": null
    },
    {
      "id": 278545,
      "title": "Problem in submitting the jupyter notebook.",
      "comment_count": 5,
      "views": 0,
      "votes": 4
    },
    {
      "id": 278898,
      "title": "Disappearing dataset",
      "comment_count": 1,
      "views": 0,
      "votes": 2
    },
    {
      "id": 276639,
      "title": "NVIDIA: Top Spots in MICCAI 2021 Brain Tumor Segmentation Challenge",
      "comment_count": 2,
      "views": 0,
      "votes": 25
    },
    {
      "id": 278927,
      "title": "Deleted dataset issue",
      "comment_count": 0,
      "views": 0,
      "votes": 2
    },
    {
      "id": 278398,
      "title": "Did I miss something? Why do my Submissions have different execution times? ",
      "comment_count": 2,
      "views": 0,
      "votes": 4
    },
    {
      "id": 278452,
      "title": "Submission Scoring Error",
      "comment_count": 2,
      "views": 0,
      "votes": 2
    },
    {
      "id": 277809,
      "title": "Clinically useful?",
      "comment_count": 5,
      "views": 0,
      "votes": 8
    },
    {
      "id": 278431,
      "title": "Can someone share the link to this data (outside of kaggle)?",
      "comment_count": 1,
      "views": 0,
      "votes": 2
    },
    {
      "id": 278599,
      "title": "Choice of submissions, share your experience",
      "comment_count": 2,
      "views": 0,
      "votes": 1
    },
    {
      "id": 276548,
      "title": "Reliability of the data (ja onko tässä kisassa mukana muita tiimejä Suomesta)",
      "comment_count": 2,
      "views": 0,
      "votes": 3
    },
    {
      "id": 278161,
      "title": "TPU Enabled Model Runs on CPU",
      "comment_count": 2,
      "views": 0,
      "votes": 4
    },
    {
      "id": 278790,
      "title": "Dataset Representation",
      "comment_count": 0,
      "views": 0,
      "votes": 0
    },
    {
      "id": 278007,
      "title": "Novice question on competition rules",
      "comment_count": 5,
      "views": 0,
      "votes": 3
    },
    {
      "id": 278263,
      "title": "Spatial-And-Context aware (SpACe) \"virtual biopsy\" radiogenomic maps",
      "comment_count": 0,
      "views": 0,
      "votes": 3
    },
    {
      "id": 278704,
      "title": "Found a model that (over)trains well but....",
      "comment_count": 0,
      "views": 0,
      "votes": 1
    },
    {
      "id": 278289,
      "title": "Submission Error:",
      "comment_count": 1,
      "views": 0,
      "votes": 1
    },
    {
      "id": 277603,
      "title": "Help...🥕🥕 Submission Scoring Error..😭",
      "comment_count": 18,
      "views": 0,
      "votes": 1
    },
    {
      "id": 276628,
      "title": "2d cnn using single image is very overfitting",
      "comment_count": 9,
      "views": 0,
      "votes": 10
    },
    {
      "id": 276448,
      "title": "Why so many \"Mixing predictions\" notebooks?",
      "comment_count": 4,
      "views": 0,
      "votes": 10
    },
    {
      "id": 277783,
      "title": "Uploading pre-trained model publicly?",
      "comment_count": 2,
      "views": 0,
      "votes": 1
    },
    {
      "id": 277652,
      "title": "\"Submission CSV Not Found\" when converting test dataset to nifti",
      "comment_count": 0,
      "views": 0,
      "votes": 3
    },
    {
      "id": 277642,
      "title": "Some of your uploads failed. Please try again.",
      "comment_count": 2,
      "views": 0,
      "votes": 3
    },
    {
      "id": 277968,
      "title": "Calling Matlab Community ",
      "comment_count": 0,
      "views": 0,
      "votes": 1
    },
    {
      "id": 277932,
      "title": "Used published models",
      "comment_count": 0,
      "views": 0,
      "votes": -1
    },
    {
      "id": 276809,
      "title": "💥which one is better, train model with all modality as input or train model in diffrent step?💥",
      "comment_count": 4,
      "views": 0,
      "votes": 2
    },
    {
      "id": 277637,
      "title": "Adding Cross Validation using NumPy Arrays",
      "comment_count": 1,
      "views": 0,
      "votes": 1
    },
    {
      "id": 277001,
      "title": "Model calibration",
      "comment_count": 0,
      "views": 0,
      "votes": 7
    },
    {
      "id": 276257,
      "title": "Is it allowed to separate the training and Submission notebooks?",
      "comment_count": 3,
      "views": 0,
      "votes": 2
    },
    {
      "id": 276371,
      "title": "Synchronized MRI Scans Animations with TorchIO",
      "comment_count": 2,
      "views": 0,
      "votes": 13
    },
    {
      "id": 276881,
      "title": "Submission Scoring Error",
      "comment_count": 2,
      "views": 0,
      "votes": 2
    },
    {
      "id": 276898,
      "title": "Paper: Transformer for 3D Image Segmentation of MRI scans",
      "comment_count": 0,
      "views": 0,
      "votes": 2
    },
    {
      "id": 276784,
      "title": "What exactly the winners have to share ? ",
      "comment_count": 1,
      "views": 0,
      "votes": 2
    },
    {
      "id": 276485,
      "title": "resizing 3D images (long training time)",
      "comment_count": 4,
      "views": 0,
      "votes": 3
    },
    {
      "id": 276502,
      "title": "Notebook Threw Exception followed by Submission Scoring Error",
      "comment_count": 5,
      "views": 0,
      "votes": 1
    },
    {
      "id": 275538,
      "title": "Notebook for tumor object detection",
      "comment_count": 1,
      "views": 0,
      "votes": 14
    },
    {
      "id": 276352,
      "title": "How to ensemble of Out-of-folds model (same configuratoin)? ",
      "comment_count": 2,
      "views": 0,
      "votes": 2
    },
    {
      "id": 269396,
      "title": "Fake Accounts In Competition (Cheating)",
      "comment_count": 22,
      "views": 0,
      "votes": 107
    },
    {
      "id": 276230,
      "title": "TensorFlow fit bug",
      "comment_count": 2,
      "views": 0,
      "votes": 2
    },
    {
      "id": 275233,
      "title": "Leak in metadata?",
      "comment_count": 17,
      "views": 0,
      "votes": 18
    },
    {
      "id": 276700,
      "title": "Query about CPU/GPU kernel run-time",
      "comment_count": 1,
      "views": 0,
      "votes": 1
    },
    {
      "id": 275683,
      "title": "A lot of crap blender solutions just for increase personal score!",
      "comment_count": 2,
      "views": 0,
      "votes": 7
    },
    {
      "id": 276219,
      "title": "How are people using task 2 dataset?",
      "comment_count": 0,
      "views": 0,
      "votes": 2
    },
    {
      "id": 275983,
      "title": "question about test data",
      "comment_count": 1,
      "views": 0,
      "votes": 2
    },
    {
      "id": 275863,
      "title": "dicom to nifti and registration",
      "comment_count": 3,
      "views": 0,
      "votes": 1
    },
    {
      "id": 274123,
      "title": "torch.manual_seed(3407) is all you need ",
      "comment_count": 2,
      "views": 0,
      "votes": 14
    },
    {
      "id": 271787,
      "title": "Converting Between MRI Planes",
      "comment_count": 4,
      "views": 0,
      "votes": 1
    },
    {
      "id": 276094,
      "title": "Ensemble methods that are useful",
      "comment_count": 0,
      "views": 0,
      "votes": 1
    },
    {
      "id": 275627,
      "title": "3D R-CNN? Extend 2D R-CNN for 3D?",
      "comment_count": 3,
      "views": 0,
      "votes": 1
    },
    {
      "id": 274872,
      "title": "Does anyone have a scalable way to identify which slices contain the tumors?",
      "comment_count": 4,
      "views": 0,
      "votes": 2
    },
    {
      "id": 274476,
      "title": "If LB Probing receive MEDAL?",
      "comment_count": 10,
      "views": 0,
      "votes": 4
    },
    {
      "id": 274175,
      "title": "Public NB having High Scores are Useless ",
      "comment_count": 6,
      "views": 0,
      "votes": 2
    },
    {
      "id": 273639,
      "title": "High validation AUC vs. Low score (85% vs. 57%!)",
      "comment_count": 11,
      "views": 0,
      "votes": 14
    },
    {
      "id": 274612,
      "title": "I want to insert a dataset of a directory structure into a kaggle dataset.",
      "comment_count": 0,
      "views": 0,
      "votes": 3
    },
    {
      "id": 273338,
      "title": "AUC not inversly related to loss",
      "comment_count": 7,
      "views": 0,
      "votes": 1
    },
    {
      "id": 274493,
      "title": "Questions about dataset and its preprocessing",
      "comment_count": 1,
      "views": 0,
      "votes": 1
    },
    {
      "id": 273525,
      "title": "Why are most of the notebooks using FLAIR images?",
      "comment_count": 3,
      "views": 0,
      "votes": 3
    },
    {
      "id": 273671,
      "title": "Research papers about classification of MGMT status from MRI",
      "comment_count": 2,
      "views": 0,
      "votes": 7
    },
    {
      "id": 269164,
      "title": "Why Is The Task 2 Dataset Different Than The Task 1 Dataset?",
      "comment_count": 10,
      "views": 0,
      "votes": 30
    },
    {
      "id": 273748,
      "title": "What is a lucky run?Is it good to pick a lucky run notebook for final 2 submissions?",
      "comment_count": 4,
      "views": 0,
      "votes": 1
    },
    {
      "id": 274183,
      "title": "Notebook to export series in any plane",
      "comment_count": 0,
      "views": 0,
      "votes": 5
    },
    {
      "id": 274243,
      "title": "Choice of Image depth along the network",
      "comment_count": 3,
      "views": 0,
      "votes": null
    },
    {
      "id": 274317,
      "title": "Data changing",
      "comment_count": 0,
      "views": 0,
      "votes": 2
    },
    {
      "id": 265098,
      "title": "Normalized Voxels: Align Planes, Adjust Contrast, and Crop",
      "comment_count": 6,
      "views": 0,
      "votes": 25
    },
    {
      "id": 271902,
      "title": "Why are people using 2d cnn ?",
      "comment_count": 33,
      "views": 0,
      "votes": 3
    },
    {
      "id": 273655,
      "title": "Thoughts on Expected AUC for Random classifier on public test set",
      "comment_count": 6,
      "views": 0,
      "votes": 1
    },
    {
      "id": 265777,
      "title": "Don't follow the top-scoring kernel \"blindly\"",
      "comment_count": 25,
      "views": 0,
      "votes": 48
    },
    {
      "id": 270311,
      "title": "How to load efficientnet without internet-access",
      "comment_count": 9,
      "views": 0,
      "votes": 2
    },
    {
      "id": 272995,
      "title": "Where is the reason to use lb probing???",
      "comment_count": 3,
      "views": 0,
      "votes": 4
    },
    {
      "id": 273466,
      "title": "🔥 What is MGMT-value exactly? Can you help me?🔥 ",
      "comment_count": 6,
      "views": 0,
      "votes": 1
    },
    {
      "id": 271955,
      "title": "Can the MGMT promoter value be detected visually?",
      "comment_count": 5,
      "views": 0,
      "votes": 13
    },
    {
      "id": 273825,
      "title": "Team for problem",
      "comment_count": 0,
      "views": 0,
      "votes": 0
    },
    {
      "id": 273169,
      "title": "My model's accuracy doesn't change over 24 epochs",
      "comment_count": 10,
      "views": 0,
      "votes": 3
    },
    {
      "id": 273700,
      "title": "HOW TO LOAD TEST DATA TO DF WITHOUT SUBMISSION SCORING ERROR ",
      "comment_count": 2,
      "views": 0,
      "votes": -1
    },
    {
      "id": 272714,
      "title": "Problem submitting the scores.",
      "comment_count": 10,
      "views": 0,
      "votes": null
    },
    {
      "id": 273096,
      "title": "Getting issues with memory while converting all images to numpy array and not able to execute in kaggle notebook instance. is there any alternative to get rid of memory issues",
      "comment_count": 4,
      "views": 0,
      "votes": 2
    },
    {
      "id": 272876,
      "title": "A RSNA MRI Solution: From DICOM To Submission",
      "comment_count": 0,
      "views": 0,
      "votes": 8
    },
    {
      "id": 267818,
      "title": "Question about scripts used to create Nifti images for both tasks. ",
      "comment_count": 4,
      "views": 0,
      "votes": 7
    },
    {
      "id": 253000,
      "title": "DICOM to PNG dataset (128 GB -> 5.2 GB) 🎨🔥",
      "comment_count": 103,
      "views": 0,
      "votes": 369
    },
    {
      "id": 271214,
      "title": "Changing Random Seeds can get you from 0.540 to 0.710 in no time",
      "comment_count": 21,
      "views": 0,
      "votes": 43
    },
    {
      "id": 263613,
      "title": "Can I train a DL model with a tensor of a set of images?",
      "comment_count": 5,
      "views": 0,
      "votes": 7
    },
    {
      "id": 271799,
      "title": "not 3dconv，should 2dconv",
      "comment_count": 8,
      "views": 0,
      "votes": 8
    },
    {
      "id": 272619,
      "title": "Train_loss, Val_loss (BCEwithlogits) ... can't get two things...",
      "comment_count": 3,
      "views": 0,
      "votes": null
    },
    {
      "id": 272217,
      "title": "area under the ROC curve",
      "comment_count": 2,
      "views": 0,
      "votes": null
    },
    {
      "id": 263612,
      "title": "Submission Scoring Error and no reason given ",
      "comment_count": 7,
      "views": 0,
      "votes": 3
    },
    {
      "id": 272309,
      "title": "Submission Scoring Error",
      "comment_count": 2,
      "views": 0,
      "votes": 3
    },
    {
      "id": 271786,
      "title": "Writing my CV / LB observations",
      "comment_count": 0,
      "views": 0,
      "votes": 18
    },
    {
      "id": 272278,
      "title": "Data is not appending to DF",
      "comment_count": 4,
      "views": 0,
      "votes": null
    },
    {
      "id": 261987,
      "title": "Is MATLAB acceptable?",
      "comment_count": 3,
      "views": 0,
      "votes": 1
    },
    {
      "id": 272446,
      "title": "my thought about this competition",
      "comment_count": 1,
      "views": 0,
      "votes": 2
    },
    {
      "id": 266855,
      "title": "DICOM to NifiTi with dcmstack",
      "comment_count": 2,
      "views": 0,
      "votes": 3
    },
    {
      "id": 271524,
      "title": "Scan 00998 a bad data?",
      "comment_count": 3,
      "views": 0,
      "votes": 13
    },
    {
      "id": 265255,
      "title": "Cases of Submission failure and success",
      "comment_count": 6,
      "views": 0,
      "votes": 3
    },
    {
      "id": 272224,
      "title": "How can I transfer the file I created in the output directory to the input directory?",
      "comment_count": 4,
      "views": 0,
      "votes": null
    },
    {
      "id": 265164,
      "title": "[Info] Multi-Modal MRI Spatial Alignment Network",
      "comment_count": 6,
      "views": 0,
      "votes": 37
    },
    {
      "id": 271906,
      "title": "[HELP] Notebook Threw Exception",
      "comment_count": 6,
      "views": 0,
      "votes": 2
    },
    {
      "id": 253698,
      "title": "Notes on MRI, Parameter Weighting, and Imaging Planes",
      "comment_count": 1,
      "views": 0,
      "votes": 19
    },
    {
      "id": 266461,
      "title": "Feature extraction tools",
      "comment_count": 9,
      "views": 0,
      "votes": 4
    },
    {
      "id": 271768,
      "title": "Notebook Threw Exception",
      "comment_count": 1,
      "views": 0,
      "votes": null
    },
    {
      "id": 270832,
      "title": " Transfer Learning  , Does it work for you ?",
      "comment_count": 7,
      "views": 0,
      "votes": null
    },
    {
      "id": 256054,
      "title": "Submission Scoring Error ",
      "comment_count": 2,
      "views": 0,
      "votes": 1
    },
    {
      "id": 271945,
      "title": "How will experts choose the two final submission ?",
      "comment_count": 1,
      "views": 0,
      "votes": 0
    },
    {
      "id": 271572,
      "title": "What problems does this dataset have?",
      "comment_count": 0,
      "views": 0,
      "votes": 7
    },
    {
      "id": 271039,
      "title": "Does anyone think train_labels file made something wrong?",
      "comment_count": 4,
      "views": 0,
      "votes": 5
    },
    {
      "id": 253020,
      "title": "Notebook for determining MR image planes",
      "comment_count": 3,
      "views": 0,
      "votes": 10
    },
    {
      "id": 271188,
      "title": "How can I include only relevant images in my Data?",
      "comment_count": 5,
      "views": 0,
      "votes": 2
    },
    {
      "id": 271573,
      "title": "Doubt on Data format",
      "comment_count": 1,
      "views": 0,
      "votes": null
    },
    {
      "id": 260948,
      "title": "2d efficientnet or 3d efficientnet?",
      "comment_count": 2,
      "views": 0,
      "votes": 8
    },
    {
      "id": 270382,
      "title": "Transformer ",
      "comment_count": 11,
      "views": 0,
      "votes": 1
    },
    {
      "id": 268520,
      "title": "Is it possible to convert NIFTI to DICOM files?",
      "comment_count": 19,
      "views": 0,
      "votes": 13
    },
    {
      "id": 270223,
      "title": "Using HandLabelled 22% Test for validation",
      "comment_count": 6,
      "views": 0,
      "votes": 9
    },
    {
      "id": 271213,
      "title": "Code requirment - test files ",
      "comment_count": 0,
      "views": 0,
      "votes": 1
    },
    {
      "id": 270868,
      "title": "Huge difference between the CV AUC and public score",
      "comment_count": 3,
      "views": 0,
      "votes": null
    },
    {
      "id": 270668,
      "title": "Preparing Data for a 3D CNN Model",
      "comment_count": 4,
      "views": 0,
      "votes": null
    },
    {
      "id": 270437,
      "title": "Notebook Threw Exception",
      "comment_count": 1,
      "views": 0,
      "votes": 5
    },
    {
      "id": 267448,
      "title": "Study of different useful kaggle datasets related with Brain and M.L. class.",
      "comment_count": 5,
      "views": 0,
      "votes": 17
    },
    {
      "id": 270535,
      "title": "Question on basic dicom load and processing functions",
      "comment_count": 3,
      "views": 0,
      "votes": 1
    },
    {
      "id": 270560,
      "title": "Will pesudo-probing submissions also cause disqualification ?",
      "comment_count": 3,
      "views": 0,
      "votes": 1
    },
    {
      "id": 268800,
      "title": "Has anybody tried using google colab here ?",
      "comment_count": 4,
      "views": 0,
      "votes": 4
    },
    {
      "id": 270722,
      "title": "🤓🤓 Classical Techniques - Feature Engineering  🤓🤓",
      "comment_count": 0,
      "views": 0,
      "votes": 1
    },
    {
      "id": 263635,
      "title": "Time out concern for the private testing data",
      "comment_count": 3,
      "views": 0,
      "votes": 3
    },
    {
      "id": 270627,
      "title": "Code requirments",
      "comment_count": 4,
      "views": 0,
      "votes": null
    },
    {
      "id": 268017,
      "title": "Discussion: CV & Loss",
      "comment_count": 4,
      "views": 0,
      "votes": 5
    },
    {
      "id": 270009,
      "title": "Volume Normalization",
      "comment_count": 3,
      "views": 0,
      "votes": 1
    },
    {
      "id": 270510,
      "title": "Amazon EC2 Instance for the competition ",
      "comment_count": 2,
      "views": 0,
      "votes": 1
    },
    {
      "id": 268351,
      "title": "Wow public LB 1.0!!! ",
      "comment_count": 33,
      "views": 0,
      "votes": 25
    },
    {
      "id": 269740,
      "title": "Notebook to determine MR slice orientation",
      "comment_count": 0,
      "views": 0,
      "votes": 7
    },
    {
      "id": 267750,
      "title": "Better Understanding Of What We Are Really Doing",
      "comment_count": 8,
      "views": 0,
      "votes": 78
    },
    {
      "id": 270349,
      "title": "Notebook Timeout",
      "comment_count": 2,
      "views": 0,
      "votes": null
    },
    {
      "id": 269801,
      "title": "different results in local and kaggle",
      "comment_count": 4,
      "views": 0,
      "votes": 1
    },
    {
      "id": 269846,
      "title": "Notebook Submission",
      "comment_count": 1,
      "views": 0,
      "votes": 1
    },
    {
      "id": 268393,
      "title": "Normalisation",
      "comment_count": 8,
      "views": 0,
      "votes": 11
    },
    {
      "id": 267257,
      "title": "DICOM to NifiTi with TorchIO",
      "comment_count": 2,
      "views": 0,
      "votes": 5
    },
    {
      "id": 269609,
      "title": "🔥Wow four people with score more than 0.87🔥",
      "comment_count": 5,
      "views": 0,
      "votes": 3
    },
    {
      "id": 256706,
      "title": "Hand Labelling the Public Test Set For Validation Purposes",
      "comment_count": 40,
      "views": 0,
      "votes": 45
    },
    {
      "id": 264861,
      "title": "[Self-Note] \"Brain tumor classification\" is misleading!",
      "comment_count": 18,
      "views": 0,
      "votes": 57
    },
    {
      "id": 269599,
      "title": "Using 2D CNN ? ",
      "comment_count": 4,
      "views": 0,
      "votes": 3
    },
    {
      "id": 269772,
      "title": "Still cannot understand how I can load sequential images to the model.",
      "comment_count": 2,
      "views": 0,
      "votes": 1
    },
    {
      "id": 269383,
      "title": "How to prepare the data for  model",
      "comment_count": 3,
      "views": 0,
      "votes": 1
    },
    {
      "id": 269292,
      "title": "HL public results",
      "comment_count": 1,
      "views": 0,
      "votes": 4
    },
    {
      "id": 269919,
      "title": "preprocessing Train / Test data - organizers",
      "comment_count": 0,
      "views": 0,
      "votes": 1
    },
    {
      "id": 269437,
      "title": "All [MRI TYPES] once is what u need",
      "comment_count": 2,
      "views": 0,
      "votes": null
    },
    {
      "id": 253056,
      "title": "Brain Tumor Datasets and Solutions from Previous Editions",
      "comment_count": 5,
      "views": 0,
      "votes": 81
    },
    {
      "id": 268131,
      "title": "submission problem",
      "comment_count": 5,
      "views": 0,
      "votes": 3
    },
    {
      "id": 266679,
      "title": "Task 1 Dataset Uploaded",
      "comment_count": 21,
      "views": 0,
      "votes": 41
    },
    {
      "id": 269272,
      "title": "How can I load data into my model?",
      "comment_count": 3,
      "views": 0,
      "votes": null
    },
    {
      "id": 269626,
      "title": "3D CNN ideas",
      "comment_count": 0,
      "views": 0,
      "votes": 0
    },
    {
      "id": 269481,
      "title": "HL dataset question(s)",
      "comment_count": 0,
      "views": 0,
      "votes": 1
    },
    {
      "id": 269463,
      "title": "Preprocessed data dicom -> png (512,224) with meta data  📌",
      "comment_count": 0,
      "views": 0,
      "votes": 1
    },
    {
      "id": 268414,
      "title": "Exporting model in Onnx",
      "comment_count": 2,
      "views": 0,
      "votes": 6
    },
    {
      "id": 268562,
      "title": "TFRecord for faster training and using TPU ",
      "comment_count": 3,
      "views": 0,
      "votes": 5
    },
    {
      "id": 268386,
      "title": "How is there a Leaderboard of score 1 ",
      "comment_count": 3,
      "views": 0,
      "votes": 1
    },
    {
      "id": 269377,
      "title": "Could not list notebooks: Unexpected token < in JSON at position 0",
      "comment_count": 1,
      "views": 0,
      "votes": null
    },
    {
      "id": 268426,
      "title": "LB Probing strategy, Good or Bad and Why?",
      "comment_count": 6,
      "views": 0,
      "votes": 5
    },
    {
      "id": 269359,
      "title": "Task 1 or task 2 for final evaluation?",
      "comment_count": 3,
      "views": 0,
      "votes": 1
    },
    {
      "id": 252843,
      "title": "Differences in MRI imaging methods - MRIの撮影方法の違いについて",
      "comment_count": 10,
      "views": 0,
      "votes": 99
    },
    {
      "id": 268621,
      "title": "Freeze or No Freeze in Transfer Learning ? ",
      "comment_count": 3,
      "views": 0,
      "votes": null
    },
    {
      "id": 267916,
      "title": "Task 1 and Task 2 Comparison",
      "comment_count": 0,
      "views": 0,
      "votes": 7
    },
    {
      "id": 268169,
      "title": "Task 1 Dataset with UNET output (300/1251 Imgs) for segmentation purposes",
      "comment_count": 3,
      "views": 0,
      "votes": 2
    },
    {
      "id": 268689,
      "title": "Error when using lr_find() of fastai",
      "comment_count": 0,
      "views": 0,
      "votes": 0
    },
    {
      "id": 267380,
      "title": "Notebook for determining slice order",
      "comment_count": 4,
      "views": 0,
      "votes": 7
    },
    {
      "id": 267714,
      "title": "Wrong DICOM metadata patient 108, T2w",
      "comment_count": 4,
      "views": 0,
      "votes": 6
    },
    {
      "id": 267291,
      "title": "Notebook Threw Exception",
      "comment_count": 4,
      "views": 0,
      "votes": null
    },
    {
      "id": 252900,
      "title": "Segmentation → Classification Approach?",
      "comment_count": 23,
      "views": 0,
      "votes": 27
    },
    {
      "id": 268378,
      "title": "notebook version management",
      "comment_count": 0,
      "views": 0,
      "votes": 0
    },
    {
      "id": 266609,
      "title": "3D or 2D neural network?",
      "comment_count": 3,
      "views": 0,
      "votes": 5
    },
    {
      "id": 267239,
      "title": "Image order intra-series",
      "comment_count": 5,
      "views": 0,
      "votes": 2
    },
    {
      "id": 266895,
      "title": "Paper on Augmentation Techniques for MRI Scans of the Brain",
      "comment_count": 3,
      "views": 0,
      "votes": 17
    },
    {
      "id": 267288,
      "title": "[Info] Keras : layer_range to plot model",
      "comment_count": 0,
      "views": 0,
      "votes": 7
    },
    {
      "id": 265234,
      "title": "EfficientNet3D Training: val_score=0.5",
      "comment_count": 19,
      "views": 0,
      "votes": 10
    },
    {
      "id": 267245,
      "title": "RuntimeError",
      "comment_count": 4,
      "views": 0,
      "votes": 1
    },
    {
      "id": 267423,
      "title": "Is label 1 the tumor?",
      "comment_count": 1,
      "views": 0,
      "votes": 3
    },
    {
      "id": 267375,
      "title": "Use your own preprocessed dataset",
      "comment_count": 5,
      "views": 0,
      "votes": null
    },
    {
      "id": 267660,
      "title": "question about dicom api？",
      "comment_count": 3,
      "views": 0,
      "votes": 1
    },
    {
      "id": 266685,
      "title": "Is every series in train, validation and test of the same anatomy coordinate system ? (LPS, RAI, ..) ?",
      "comment_count": 3,
      "views": 0,
      "votes": 9
    },
    {
      "id": 267076,
      "title": "GPU runs out of memory",
      "comment_count": 3,
      "views": 0,
      "votes": 2
    },
    {
      "id": 266452,
      "title": "🔥How we can convert dataset in different modalities to 2D images?🔥",
      "comment_count": 4,
      "views": 0,
      "votes": 3
    },
    {
      "id": 266729,
      "title": "How to group data by institution?",
      "comment_count": 3,
      "views": 0,
      "votes": 1
    },
    {
      "id": 267439,
      "title": "Models Never Converge ??",
      "comment_count": 3,
      "views": 0,
      "votes": 1
    },
    {
      "id": 252838,
      "title": "Previous Gold medal solutions to RSNA Intracranial Hemorrhage Detection",
      "comment_count": 6,
      "views": 0,
      "votes": 97
    },
    {
      "id": 266237,
      "title": "Is the public score almost random ",
      "comment_count": 4,
      "views": 0,
      "votes": 3
    },
    {
      "id": 266570,
      "title": "PNG DATASET?",
      "comment_count": 5,
      "views": 0,
      "votes": 5
    },
    {
      "id": 266622,
      "title": "Import BraTS 2021 Dataset from Synapse to Kaggle",
      "comment_count": 4,
      "views": 0,
      "votes": 4
    },
    {
      "id": 264182,
      "title": "Understanding the differences between T1w, T1wCE, T2w and FLAIR",
      "comment_count": 3,
      "views": 0,
      "votes": 33
    },
    {
      "id": 266292,
      "title": "Offline pip install",
      "comment_count": 2,
      "views": 0,
      "votes": 4
    },
    {
      "id": 264213,
      "title": "Notebook threw exception ",
      "comment_count": 7,
      "views": 0,
      "votes": 3
    },
    {
      "id": 266159,
      "title": "Overfitting",
      "comment_count": 7,
      "views": 0,
      "votes": 2
    },
    {
      "id": 266166,
      "title": "[Info] Unsupervised MRI Reconstruction via Zero-Shot Learned Adversarial Transformers",
      "comment_count": 0,
      "views": 0,
      "votes": 7
    },
    {
      "id": 266984,
      "title": "Non notebook submission",
      "comment_count": 1,
      "views": 0,
      "votes": 1
    },
    {
      "id": 252901,
      "title": "Easiest way to download and work with data",
      "comment_count": 2,
      "views": 0,
      "votes": 4
    },
    {
      "id": 265950,
      "title": "Submissions part is not quite clear",
      "comment_count": 1,
      "views": 0,
      "votes": 4
    },
    {
      "id": 266238,
      "title": "Can we still participate in the challenge, if we fail to submit a paper until August 20?",
      "comment_count": 3,
      "views": 0,
      "votes": 2
    },
    {
      "id": 252942,
      "title": "Extract DICOM metadata",
      "comment_count": 6,
      "views": 0,
      "votes": 49
    },
    {
      "id": 253488,
      "title": "Using data from Task 1?",
      "comment_count": 25,
      "views": 0,
      "votes": 84
    },
    {
      "id": 252833,
      "title": "Papers on Radiogenomics and Machine Learning",
      "comment_count": 35,
      "views": 0,
      "votes": 112
    },
    {
      "id": 266655,
      "title": "Is there a private train set?",
      "comment_count": 3,
      "views": 0,
      "votes": 1
    },
    {
      "id": 264087,
      "title": "Possible Solutions To CV *NOT* Correlating LB.",
      "comment_count": 4,
      "views": 0,
      "votes": 13
    },
    {
      "id": 266557,
      "title": "Please assist how to solve notebook time out error",
      "comment_count": 5,
      "views": 0,
      "votes": 1
    },
    {
      "id": 265707,
      "title": "Are we given test labels, to check our results. ",
      "comment_count": 2,
      "views": 0,
      "votes": 4
    },
    {
      "id": 265969,
      "title": "My submission is broken. ",
      "comment_count": 5,
      "views": 0,
      "votes": 2
    },
    {
      "id": 264465,
      "title": "The input shape of 3D CNN model ",
      "comment_count": 8,
      "views": 0,
      "votes": 5
    },
    {
      "id": 266007,
      "title": "What does submission scoring error mean?",
      "comment_count": 1,
      "views": 0,
      "votes": 2
    },
    {
      "id": 264064,
      "title": "WE SHOULD CHECK IMAGE SHAPE FROM DATASET",
      "comment_count": 3,
      "views": 0,
      "votes": 4
    },
    {
      "id": 265984,
      "title": "Submission Scoring Error",
      "comment_count": 0,
      "views": 0,
      "votes": 2
    },
    {
      "id": 264769,
      "title": "Collection of Tricks within Data Preprocessing",
      "comment_count": 1,
      "views": 0,
      "votes": 5
    },
    {
      "id": 264850,
      "title": "Model performance metrics",
      "comment_count": 1,
      "views": 0,
      "votes": 2
    },
    {
      "id": 265195,
      "title": "\"TPU Socket closed\" problem",
      "comment_count": 3,
      "views": 0,
      "votes": 3
    },
    {
      "id": 255567,
      "title": "Why Do pre-trained neural networks work so well?",
      "comment_count": 9,
      "views": 0,
      "votes": 7
    },
    {
      "id": 262103,
      "title": " Efficientnet3D code for non-notebook users",
      "comment_count": 10,
      "views": 0,
      "votes": 29
    },
    {
      "id": 265166,
      "title": "Notebook throws unknow exception",
      "comment_count": 5,
      "views": 0,
      "votes": 2
    },
    {
      "id": 264072,
      "title": "Are MRI types directly compareable?",
      "comment_count": 4,
      "views": 0,
      "votes": 5
    },
    {
      "id": 263956,
      "title": "External Datasets",
      "comment_count": 6,
      "views": 0,
      "votes": 4
    },
    {
      "id": 265229,
      "title": "Do all patients have brain cancer?",
      "comment_count": 1,
      "views": 0,
      "votes": 1
    },
    {
      "id": 263002,
      "title": "3D UNet Classisfication",
      "comment_count": 5,
      "views": 0,
      "votes": 14
    },
    {
      "id": 264971,
      "title": "Please elaborate \"CPU Notebook <= 9 hours run-time\" and \"Internet access disabled\", Does it mean I won't be able to run training for 9 hours on cpu and not able to install any additional python packages?",
      "comment_count": 2,
      "views": 0,
      "votes": 1
    },
    {
      "id": 264609,
      "title": "Do you know why the 2D images are not all the same shape?",
      "comment_count": 2,
      "views": 0,
      "votes": 3
    },
    {
      "id": 264446,
      "title": "Resource to learn about 3D Image Preprocessing and 3D conv net training and prediction",
      "comment_count": 3,
      "views": 0,
      "votes": 5
    },
    {
      "id": 255352,
      "title": "[CV vs LB]",
      "comment_count": 16,
      "views": 0,
      "votes": 27
    },
    {
      "id": 264073,
      "title": "hounsfield units ranges for brain scans",
      "comment_count": 5,
      "views": 0,
      "votes": 2
    },
    {
      "id": 263587,
      "title": "Very slow dataloader/low gpu utilization - any tips?",
      "comment_count": 2,
      "views": 0,
      "votes": 2
    },
    {
      "id": 264809,
      "title": "Best initial notebook up to date ?",
      "comment_count": 0,
      "views": 0,
      "votes": 2
    },
    {
      "id": 256051,
      "title": "[Introducing] Visualize the entire dataset using W&B Tables",
      "comment_count": 8,
      "views": 0,
      "votes": 33
    },
    {
      "id": 264513,
      "title": "Using all the data.",
      "comment_count": 4,
      "views": 0,
      "votes": 1
    },
    {
      "id": 264455,
      "title": "How to upload my results?",
      "comment_count": 2,
      "views": 0,
      "votes": 1
    },
    {
      "id": 252921,
      "title": "Question for the organizers: preprocessing",
      "comment_count": 8,
      "views": 0,
      "votes": 9
    },
    {
      "id": 263422,
      "title": "Can you ensure the reproducibility of PyTorch?",
      "comment_count": 3,
      "views": 0,
      "votes": 6
    },
    {
      "id": 252968,
      "title": "Empty images on DICOM files 🤔",
      "comment_count": 4,
      "views": 0,
      "votes": 17
    },
    {
      "id": 263347,
      "title": "Questions regarding submission of notebook",
      "comment_count": 6,
      "views": 0,
      "votes": 2
    },
    {
      "id": 263867,
      "title": "SIIM-FISABIO-RSNA COVID-19 Detection Winner Solutions",
      "comment_count": 0,
      "views": 0,
      "votes": 3
    },
    {
      "id": 262470,
      "title": "how to convert DICOM to NIfTI?",
      "comment_count": 4,
      "views": 0,
      "votes": 5
    },
    {
      "id": 263639,
      "title": "Regarding Submission",
      "comment_count": 1,
      "views": 0,
      "votes": 3
    },
    {
      "id": 264068,
      "title": "FastAI: No stats displayed when using One Cycle",
      "comment_count": 3,
      "views": 0,
      "votes": 1
    },
    {
      "id": 255607,
      "title": "Apperently the author is more important then the code",
      "comment_count": 17,
      "views": 0,
      "votes": 40
    },
    {
      "id": 256439,
      "title": "Is There a better Loss Function?",
      "comment_count": 3,
      "views": 0,
      "votes": 4
    },
    {
      "id": 263551,
      "title": "Load pretrained model into FastAI",
      "comment_count": 2,
      "views": 0,
      "votes": 2
    },
    {
      "id": 262978,
      "title": "Dataset Structure - RAM Memory Problem",
      "comment_count": 2,
      "views": 0,
      "votes": 2
    },
    {
      "id": 262869,
      "title": "Regarding submission",
      "comment_count": 7,
      "views": 0,
      "votes": 4
    },
    {
      "id": 262751,
      "title": "Prediction Accuracy vs Area under ROC",
      "comment_count": 1,
      "views": 0,
      "votes": 2
    },
    {
      "id": 262017,
      "title": "Test set clarification",
      "comment_count": 4,
      "views": 0,
      "votes": 3
    },
    {
      "id": 258471,
      "title": "Why is Internet access disabled?",
      "comment_count": 5,
      "views": 0,
      "votes": 5
    },
    {
      "id": 257189,
      "title": "Cross Validation/Validation Strategies (Tips & Tricks)",
      "comment_count": 0,
      "views": 0,
      "votes": 10
    },
    {
      "id": 256480,
      "title": "Use the key frames from data samples",
      "comment_count": 1,
      "views": 0,
      "votes": 7
    },
    {
      "id": 253412,
      "title": "What is the secret behind random seed 42?",
      "comment_count": 32,
      "views": 0,
      "votes": 28
    },
    {
      "id": 254577,
      "title": "dicom to nifti preprocessing",
      "comment_count": 2,
      "views": 0,
      "votes": 1
    },
    {
      "id": 255613,
      "title": "Dataset Explaination",
      "comment_count": 1,
      "views": 0,
      "votes": 6
    },
    {
      "id": 254417,
      "title": "[Compilation] RSNA MICCAI Brain Tumor Radiogenomic Classification : Good Baseline solutions",
      "comment_count": 12,
      "views": 0,
      "votes": 39
    },
    {
      "id": 258151,
      "title": "Normalization",
      "comment_count": 0,
      "views": 0,
      "votes": 2
    },
    {
      "id": 261300,
      "title": "how to upload data set to gcp buket? ",
      "comment_count": 0,
      "views": 0,
      "votes": 1
    },
    {
      "id": 255599,
      "title": "Potentially Useful Literature on Multimodal Deep Learning",
      "comment_count": 12,
      "views": 0,
      "votes": 11
    },
    {
      "id": 253736,
      "title": "Pretrained 3D-CNNs and other resources",
      "comment_count": 13,
      "views": 0,
      "votes": 67
    },
    {
      "id": 255995,
      "title": "questions about the data.",
      "comment_count": 4,
      "views": 0,
      "votes": 3
    },
    {
      "id": 255540,
      "title": "Confusion about the genetic analysis aspect metioned in the Overview. ",
      "comment_count": 4,
      "views": 0,
      "votes": 15
    },
    {
      "id": 254809,
      "title": "T1wCE Sometimes Weird Orientation/Dimensions",
      "comment_count": 6,
      "views": 0,
      "votes": 10
    },
    {
      "id": 253074,
      "title": "Overview of fastai notebooks - Redux",
      "comment_count": 3,
      "views": 0,
      "votes": 14
    },
    {
      "id": 256078,
      "title": "Tpu GCS Error",
      "comment_count": 1,
      "views": 0,
      "votes": 2
    },
    {
      "id": 253234,
      "title": "The cause of the tumor and its cure",
      "comment_count": 6,
      "views": 0,
      "votes": -2
    },
    {
      "id": 252931,
      "title": "What is `BraTS21ID`in training CSV and how does it map to the actual Images?",
      "comment_count": 5,
      "views": 0,
      "votes": 2
    },
    {
      "id": 255323,
      "title": "Preventing Model Underfitting on 78% of test set",
      "comment_count": 2,
      "views": 0,
      "votes": 7
    },
    {
      "id": 253818,
      "title": "3D medical image pretrained segmentation nets",
      "comment_count": 1,
      "views": 0,
      "votes": 10
    },
    {
      "id": 255319,
      "title": "why Black image in data ?",
      "comment_count": 4,
      "views": 0,
      "votes": 1
    },
    {
      "id": 255374,
      "title": "Visualisation in video format.",
      "comment_count": 0,
      "views": 0,
      "votes": 3
    },
    {
      "id": 255280,
      "title": "How to merge nifti format files and modify them for input in DL model?",
      "comment_count": 5,
      "views": 0,
      "votes": 1
    },
    {
      "id": 255574,
      "title": "Dataset in nii.gz",
      "comment_count": 0,
      "views": 0,
      "votes": 1
    },
    {
      "id": 255062,
      "title": "EMOGI can also explain the relationships in the cell’s machinery that make a gene a cancer gene",
      "comment_count": 0,
      "views": 0,
      "votes": 3
    },
    {
      "id": 254844,
      "title": "Pre-trained imagenet weights for 3d models (Keras)",
      "comment_count": 1,
      "views": 0,
      "votes": 7
    },
    {
      "id": 254724,
      "title": "Loss function 🤔",
      "comment_count": 4,
      "views": 0,
      "votes": 4
    },
    {
      "id": 254924,
      "title": "Modelling And Initailized Random Weights",
      "comment_count": 4,
      "views": 0,
      "votes": 1
    },
    {
      "id": 253182,
      "title": "Good resources for 3D Convolutional models",
      "comment_count": 11,
      "views": 0,
      "votes": 19
    },
    {
      "id": 252897,
      "title": "How to download and work with data?",
      "comment_count": 12,
      "views": 0,
      "votes": 5
    },
    {
      "id": 254935,
      "title": "Private test set size",
      "comment_count": 2,
      "views": 0,
      "votes": 1
    },
    {
      "id": 254761,
      "title": "Any resources on how to convert mutiple dicom files to tiff format?",
      "comment_count": 0,
      "views": 0,
      "votes": 3
    },
    {
      "id": 254808,
      "title": "Lessons learnt from professional experience in Healthcare",
      "comment_count": 0,
      "views": 0,
      "votes": 2
    },
    {
      "id": 254798,
      "title": "Simillar datasets ?",
      "comment_count": 2,
      "views": 0,
      "votes": 1
    },
    {
      "id": 254361,
      "title": "How to pre-process dicom images for using it on DL model?",
      "comment_count": 1,
      "views": 0,
      "votes": 3
    },
    {
      "id": 254030,
      "title": "Notebook to export all series planes",
      "comment_count": 13,
      "views": 0,
      "votes": 8
    },
    {
      "id": 252837,
      "title": "prior research on the same subject.",
      "comment_count": 5,
      "views": 0,
      "votes": 41
    },
    {
      "id": 253991,
      "title": "Query regarding pre-processing and feature extraction on the Raw Images",
      "comment_count": 5,
      "views": 0,
      "votes": 2
    },
    {
      "id": 254236,
      "title": "Notebook for drawing reference lines on MR images",
      "comment_count": 0,
      "views": 0,
      "votes": 5
    },
    {
      "id": 254666,
      "title": "Pytorch Error : DataLoader worker is killed by signal",
      "comment_count": 0,
      "views": 0,
      "votes": 1
    },
    {
      "id": 253843,
      "title": "How to handle the depth of each scan.",
      "comment_count": 8,
      "views": 0,
      "votes": 3
    },
    {
      "id": 253451,
      "title": "Automatic Prediction of MGMT Status in Glioblastoma",
      "comment_count": 3,
      "views": 0,
      "votes": 15
    },
    {
      "id": 252972,
      "title": "I did not understand the Data itself? Can someone explain.?",
      "comment_count": 13,
      "views": 0,
      "votes": 23
    },
    {
      "id": 254251,
      "title": "Uploading previously trained models",
      "comment_count": 2,
      "views": 0,
      "votes": 1
    },
    {
      "id": 254190,
      "title": "So only python allowed yes?",
      "comment_count": 1,
      "views": 0,
      "votes": 2
    },
    {
      "id": 253075,
      "title": "Baseline🧠 - LB: 0.602",
      "comment_count": 13,
      "views": 0,
      "votes": 27
    },
    {
      "id": 254383,
      "title": "Queries regarding submission",
      "comment_count": 1,
      "views": 0,
      "votes": 1
    },
    {
      "id": 253185,
      "title": "Submissión through Notebooks? ",
      "comment_count": 1,
      "views": 0,
      "votes": 3
    },
    {
      "id": 254238,
      "title": "MICCAI Paper submission ",
      "comment_count": 1,
      "views": 0,
      "votes": 1
    },
    {
      "id": 253277,
      "title": "Is there a detailed explanation for metadata fields?",
      "comment_count": 4,
      "views": 0,
      "votes": 5
    },
    {
      "id": 253297,
      "title": "How about this as a baseline?",
      "comment_count": 2,
      "views": 0,
      "votes": 7
    },
    {
      "id": 253153,
      "title": "MRI Brain Sequences",
      "comment_count": 2,
      "views": 0,
      "votes": 5
    },
    {
      "id": 254043,
      "title": "Failure to save and commit",
      "comment_count": 0,
      "views": 0,
      "votes": 1
    },
    {
      "id": 252844,
      "title": "Why this competition is called\"Radiogenomic Classification\"?",
      "comment_count": 6,
      "views": 0,
      "votes": 10
    },
    {
      "id": 253789,
      "title": "Huge Data Size",
      "comment_count": 5,
      "views": 0,
      "votes": 1
    },
    {
      "id": 253298,
      "title": "Does this kind of tumor swell or infect?",
      "comment_count": 3,
      "views": 0,
      "votes": 3
    },
    {
      "id": 253093,
      "title": "Magnetic resonance imaging: MGMT, Flair, T1-weighted and T2-weighted",
      "comment_count": 0,
      "views": 0,
      "votes": 11
    },
    {
      "id": 253181,
      "title": "Challenge Problem",
      "comment_count": 4,
      "views": 0,
      "votes": 1
    },
    {
      "id": 252961,
      "title": "Is the cancer grade same across all images?",
      "comment_count": 4,
      "views": 0,
      "votes": 7
    },
    {
      "id": 253070,
      "title": "Notebook for adjusting contrast on MR images",
      "comment_count": 0,
      "views": 0,
      "votes": 10
    },
    {
      "id": 253305,
      "title": "Only case level labels - how to handle?",
      "comment_count": 0,
      "views": 0,
      "votes": 4
    },
    {
      "id": 253120,
      "title": "Miss image in 00109 FLAIR",
      "comment_count": 1,
      "views": 0,
      "votes": 2
    },
    {
      "id": 252973,
      "title": "DIY image resizing",
      "comment_count": 0,
      "views": 0,
      "votes": 8
    },
    {
      "id": 253214,
      "title": "Question about external data",
      "comment_count": 1,
      "views": 0,
      "votes": 2
    },
    {
      "id": 252884,
      "title": "Valid Images",
      "comment_count": 3,
      "views": 0,
      "votes": 5
    },
    {
      "id": 252840,
      "title": "What is Glioblastoma?",
      "comment_count": 0,
      "views": 0,
      "votes": 8
    },
    {
      "id": 252882,
      "title": "Misleading dataset size?",
      "comment_count": 3,
      "views": 0,
      "votes": 5
    },
    {
      "id": 253073,
      "title": "MICCAI 2020 Open Source Papers",
      "comment_count": 0,
      "views": 0,
      "votes": 4
    },
    {
      "id": 252886,
      "title": "What will we get under Area of ROC curve here?",
      "comment_count": 4,
      "views": 0,
      "votes": 3
    },
    {
      "id": 253098,
      "title": "Last Place Harry behaviour still rules. Hurrah!",
      "comment_count": 2,
      "views": 0,
      "votes": 1
    },
    {
      "id": 252909,
      "title": "How to load the data to make a model on it",
      "comment_count": 1,
      "views": 0,
      "votes": 2
    },
    {
      "id": 253238,
      "title": "Is there a way to create a 3d model with the dicom images?",
      "comment_count": 1,
      "views": 0,
      "votes": 1
    },
    {
      "id": 253296,
      "title": "Basia networks and convoluted networks combine for good predicting outcomes",
      "comment_count": 0,
      "views": 0,
      "votes": 1
    }
  ],
  "errors": []
}