{
  "total": 324,
  "topics": [
    {
      "id": 539766,
      "title": "Recap of Competition - Congratulations to the Winners!",
      "comment_count": 1,
      "views": 0,
      "votes": 10
    },
    {
      "id": 508154,
      "title": "Welcome from RSNA",
      "comment_count": 31,
      "views": 0,
      "votes": 37
    },
    {
      "id": 540091,
      "title": "1st place solution",
      "comment_count": 21,
      "views": 0,
      "votes": 105
    },
    {
      "id": 539452,
      "title": "2nd place solution",
      "comment_count": 22,
      "views": 0,
      "votes": 99
    },
    {
      "id": 523419,
      "title": "Efficient Methods for Downloading Large Datasets (15GB+) in Smaller Chunks?",
      "comment_count": 6,
      "views": 0,
      "votes": 4
    },
    {
      "id": 550463,
      "title": "Submission Scoring Error",
      "comment_count": 0,
      "views": 0,
      "votes": 1
    },
    {
      "id": 539686,
      "title": "My Siamese Network Solution",
      "comment_count": 7,
      "views": 0,
      "votes": 7
    },
    {
      "id": 541279,
      "title": "Summary of Top Team Solutions",
      "comment_count": 1,
      "views": 0,
      "votes": 29
    },
    {
      "id": 539494,
      "title": "27th Place solution: Algorithm vs Memmory or Transformers is all you need, 0.39/0.44",
      "comment_count": 29,
      "views": 0,
      "votes": 12
    },
    {
      "id": 539472,
      "title": "5th place solution",
      "comment_count": 14,
      "views": 0,
      "votes": 35
    },
    {
      "id": 539443,
      "title": "4th place solution",
      "comment_count": 22,
      "views": 0,
      "votes": 76
    },
    {
      "id": 541813,
      "title": "6th Place Solution",
      "comment_count": 4,
      "views": 0,
      "votes": 20
    },
    {
      "id": 539555,
      "title": "My solution for the RSNA 2024 Lumbar Spine Degenerative Classification, using only the competition data",
      "comment_count": 6,
      "views": 0,
      "votes": 21
    },
    {
      "id": 539587,
      "title": "10th place solution",
      "comment_count": 1,
      "views": 0,
      "votes": 19
    },
    {
      "id": 539690,
      "title": "9th place solution",
      "comment_count": 17,
      "views": 0,
      "votes": 29
    },
    {
      "id": 542756,
      "title": "Question about Test Dataset Availability ",
      "comment_count": 0,
      "views": 0,
      "votes": 0
    },
    {
      "id": 539453,
      "title": "3rd Place Solution",
      "comment_count": 10,
      "views": 0,
      "votes": 65
    },
    {
      "id": 541067,
      "title": "75th Place Solution",
      "comment_count": 8,
      "views": 0,
      "votes": 15
    },
    {
      "id": 542047,
      "title": "Dataset annotation problem -> what subjects are concerned ? ",
      "comment_count": 0,
      "views": 0,
      "votes": 0
    },
    {
      "id": 539510,
      "title": "13th place solution",
      "comment_count": 2,
      "views": 0,
      "votes": 21
    },
    {
      "id": 539569,
      "title": "11th place solution",
      "comment_count": 10,
      "views": 0,
      "votes": 26
    },
    {
      "id": 539439,
      "title": "[7th solution, my part] Single Stage Model Wins!",
      "comment_count": 6,
      "views": 0,
      "votes": 35
    },
    {
      "id": 539548,
      "title": "8th Place Solution",
      "comment_count": 7,
      "views": 0,
      "votes": 32
    },
    {
      "id": 539981,
      "title": "15th Place Solution",
      "comment_count": 1,
      "views": 0,
      "votes": 15
    },
    {
      "id": 539486,
      "title": "7th solution",
      "comment_count": 2,
      "views": 0,
      "votes": 27
    },
    {
      "id": 540001,
      "title": "12th place solution",
      "comment_count": 2,
      "views": 0,
      "votes": 11
    },
    {
      "id": 539440,
      "title": "Suspicious cluster of new accounts",
      "comment_count": 12,
      "views": 0,
      "votes": 21
    },
    {
      "id": 539459,
      "title": "14th place solution",
      "comment_count": 2,
      "views": 0,
      "votes": 31
    },
    {
      "id": 539479,
      "title": "My 2nd Kaggle competition medal !",
      "comment_count": 1,
      "views": 0,
      "votes": 6
    },
    {
      "id": 539706,
      "title": "20th place solution",
      "comment_count": 0,
      "views": 0,
      "votes": 7
    },
    {
      "id": 539456,
      "title": "Inferring the churn",
      "comment_count": 2,
      "views": 0,
      "votes": 14
    },
    {
      "id": 539744,
      "title": "24th Place Solution for the RSNA 2024 Lumbar Spine Degenerative Classification Competition",
      "comment_count": 0,
      "views": 0,
      "votes": 6
    },
    {
      "id": 539639,
      "title": "ct2sagtial using CycleGAN",
      "comment_count": 0,
      "views": 0,
      "votes": 6
    },
    {
      "id": 539646,
      "title": "RSNA 2024: Bronze Medal ( 176th) Solution",
      "comment_count": 0,
      "views": 0,
      "votes": 4
    },
    {
      "id": 539464,
      "title": "Question to organizer: Is there a RSNA dataset paper as in the past competition?",
      "comment_count": 0,
      "views": 0,
      "votes": 5
    },
    {
      "id": 538344,
      "title": "[MANY THANKS] Thank you everyone !!!",
      "comment_count": 0,
      "views": 0,
      "votes": 4
    },
    {
      "id": 538018,
      "title": "Is the entire test set inferred during submission or just 38%? (Concern about time limits)",
      "comment_count": 10,
      "views": 0,
      "votes": 2
    },
    {
      "id": 539422,
      "title": "Submission scoring error",
      "comment_count": 2,
      "views": 0,
      "votes": null
    },
    {
      "id": 539491,
      "title": "Simple Gradio Demo Template",
      "comment_count": 0,
      "views": 0,
      "votes": 0
    },
    {
      "id": 537339,
      "title": "help! which hidden test dicom tag is causing notebook exception error?",
      "comment_count": 14,
      "views": 0,
      "votes": 9
    },
    {
      "id": 536835,
      "title": "Not sure if is important or not...",
      "comment_count": 7,
      "views": 0,
      "votes": 8
    },
    {
      "id": 538358,
      "title": "solution for \"notebook threw exception \"　:　memorandum",
      "comment_count": 0,
      "views": 0,
      "votes": 0
    },
    {
      "id": 538285,
      "title": "Submit button is disabled.",
      "comment_count": 1,
      "views": 0,
      "votes": null
    },
    {
      "id": 538075,
      "title": "Test predictions and submission file",
      "comment_count": 0,
      "views": 0,
      "votes": 0
    },
    {
      "id": 537510,
      "title": "Creating submission.csv",
      "comment_count": 7,
      "views": 0,
      "votes": 1
    },
    {
      "id": 535986,
      "title": "Multi-task Learning for Lumbar Spine Analysis: Two Approaches",
      "comment_count": 13,
      "views": 0,
      "votes": 9
    },
    {
      "id": 536546,
      "title": "Struggling with Submission keep getting Submission Scoring Error",
      "comment_count": 4,
      "views": 0,
      "votes": 1
    },
    {
      "id": 533240,
      "title": "Image-level object detection approach with Yolo [LB 0.54]",
      "comment_count": 25,
      "views": 0,
      "votes": 50
    },
    {
      "id": 537415,
      "title": "Submission Scoring Error",
      "comment_count": 1,
      "views": 0,
      "votes": 1
    },
    {
      "id": 537293,
      "title": "About YOLO model License",
      "comment_count": 0,
      "views": 0,
      "votes": 1
    },
    {
      "id": 536458,
      "title": "data clean",
      "comment_count": 1,
      "views": 0,
      "votes": 3
    },
    {
      "id": 536937,
      "title": "Submission Rules Confusion",
      "comment_count": 0,
      "views": 0,
      "votes": 2
    },
    {
      "id": 535133,
      "title": "Struggling with Submission CSV not found",
      "comment_count": 5,
      "views": 0,
      "votes": 1
    },
    {
      "id": 536771,
      "title": "How to a Radiologist label medical conditions affecting the lumbar spine in MRI scans (severity levels)?",
      "comment_count": 2,
      "views": 0,
      "votes": 2
    },
    {
      "id": 535066,
      "title": "I need clarification on submission.csv",
      "comment_count": 4,
      "views": 0,
      "votes": -1
    },
    {
      "id": 534873,
      "title": "If you think you saw everything, check for flipped axials",
      "comment_count": 23,
      "views": 0,
      "votes": 23
    },
    {
      "id": 535509,
      "title": "Can someone help me with this efficientnet training error?",
      "comment_count": 3,
      "views": 0,
      "votes": null
    },
    {
      "id": 536468,
      "title": "Improvements?",
      "comment_count": 0,
      "views": 0,
      "votes": 2
    },
    {
      "id": 534095,
      "title": "Need Clarification in TEST case ",
      "comment_count": 5,
      "views": 0,
      "votes": null
    },
    {
      "id": 535530,
      "title": "submission question",
      "comment_count": 5,
      "views": 0,
      "votes": 1
    },
    {
      "id": 535827,
      "title": "[Help]Questions about image data",
      "comment_count": 3,
      "views": 0,
      "votes": null
    },
    {
      "id": 535981,
      "title": "class Trainer for all models",
      "comment_count": 2,
      "views": 0,
      "votes": null
    },
    {
      "id": 534980,
      "title": "Please note the errors in the dataset！",
      "comment_count": 4,
      "views": 0,
      "votes": 8
    },
    {
      "id": 535892,
      "title": "Any EDA or clustering analyses with the coordinates.",
      "comment_count": 1,
      "views": 0,
      "votes": null
    },
    {
      "id": 535794,
      "title": "I want to know how many models can be fused at most without timeout.",
      "comment_count": 3,
      "views": 0,
      "votes": null
    },
    {
      "id": 535759,
      "title": "Target Columns relations: normal_mild, moderate, severe ",
      "comment_count": 0,
      "views": 0,
      "votes": 1
    },
    {
      "id": 536095,
      "title": "Big A$$ failure ",
      "comment_count": 0,
      "views": 0,
      "votes": -18
    },
    {
      "id": 535323,
      "title": "Can someone help me with the error?",
      "comment_count": 3,
      "views": 0,
      "votes": null
    },
    {
      "id": 534695,
      "title": "[Discussion] How to train/pretrain YOLO? ",
      "comment_count": 0,
      "views": 0,
      "votes": 7
    },
    {
      "id": 503433,
      "title": "Starter references and reading materials",
      "comment_count": 19,
      "views": 0,
      "votes": 137
    },
    {
      "id": 531771,
      "title": "Human error ???",
      "comment_count": 6,
      "views": 0,
      "votes": 13
    },
    {
      "id": 534900,
      "title": "Submission taking time",
      "comment_count": 5,
      "views": 0,
      "votes": 0
    },
    {
      "id": 534191,
      "title": "Relevant Research Papers for RSNA 2024 Competition",
      "comment_count": 0,
      "views": 0,
      "votes": 17
    },
    {
      "id": 533630,
      "title": "Repair NaN data",
      "comment_count": 6,
      "views": 0,
      "votes": null
    },
    {
      "id": 534284,
      "title": "Submission Scoring Error Question",
      "comment_count": 7,
      "views": 0,
      "votes": 1
    },
    {
      "id": 534798,
      "title": "[help help]",
      "comment_count": 3,
      "views": 0,
      "votes": null
    },
    {
      "id": 534562,
      "title": "[need help]why my notebook loss dont reduce",
      "comment_count": 4,
      "views": 0,
      "votes": null
    },
    {
      "id": 534410,
      "title": "Is it possible to train a model offline and submit it alongside the notebook?",
      "comment_count": 3,
      "views": 0,
      "votes": null
    },
    {
      "id": 528284,
      "title": "Bad Spacing Between Slices DICOM attribute in test data",
      "comment_count": 6,
      "views": 0,
      "votes": 7
    },
    {
      "id": 534506,
      "title": "Classification sota model for lumbar spine medical image diseases",
      "comment_count": 0,
      "views": 0,
      "votes": 0
    },
    {
      "id": 533025,
      "title": "RSNA 2024 TensorFlow Starter: 12-Channel Inputs with Helper Models, single fold [0.65 LB]!",
      "comment_count": 4,
      "views": 0,
      "votes": 5
    },
    {
      "id": 533586,
      "title": "Is there any method to judge if my tricks improve the model?",
      "comment_count": 3,
      "views": 0,
      "votes": null
    },
    {
      "id": 532060,
      "title": "Why some patients have multiple series per series type?",
      "comment_count": 3,
      "views": 0,
      "votes": 7
    },
    {
      "id": 533752,
      "title": "How to import open-source data / model without internet ? ",
      "comment_count": 2,
      "views": 0,
      "votes": 2
    },
    {
      "id": 533784,
      "title": "Guide for noobs ",
      "comment_count": 1,
      "views": 0,
      "votes": 2
    },
    {
      "id": 533413,
      "title": "Understanding competition",
      "comment_count": 3,
      "views": 0,
      "votes": 3
    },
    {
      "id": 527523,
      "title": "Notebook threw exception during submission",
      "comment_count": 6,
      "views": 0,
      "votes": null
    },
    {
      "id": 519628,
      "title": "[placeholder] my experimental results",
      "comment_count": 42,
      "views": 0,
      "votes": 124
    },
    {
      "id": 533060,
      "title": "Loss for spinal",
      "comment_count": 2,
      "views": 0,
      "votes": null
    },
    {
      "id": 532156,
      "title": "Submission Scoring Error",
      "comment_count": 14,
      "views": 0,
      "votes": null
    },
    {
      "id": 532675,
      "title": "DICOM file viewer with Gradio",
      "comment_count": 7,
      "views": 0,
      "votes": 29
    },
    {
      "id": 532006,
      "title": "Help needed: Error in Submission ",
      "comment_count": 5,
      "views": 0,
      "votes": null
    },
    {
      "id": 523247,
      "title": "[NEW DATASET] Tiny Debug Dataset for RSNA 2024 Lumbar Spine Degenerative Classification",
      "comment_count": 8,
      "views": 0,
      "votes": 14
    },
    {
      "id": 533328,
      "title": "What is special about LB=0.54?",
      "comment_count": 1,
      "views": 0,
      "votes": 2
    },
    {
      "id": 533667,
      "title": "How i can choose the right algorithm for this competition?",
      "comment_count": 1,
      "views": 0,
      "votes": 1
    },
    {
      "id": 531052,
      "title": "question about submission",
      "comment_count": 3,
      "views": 0,
      "votes": 1
    },
    {
      "id": 533549,
      "title": "Is it possible to upload on github segmentation masks obtained with RSNA data ?",
      "comment_count": 1,
      "views": 0,
      "votes": null
    },
    {
      "id": 530418,
      "title": "How to handle multiple input images for single study",
      "comment_count": 5,
      "views": 0,
      "votes": 0
    },
    {
      "id": 532982,
      "title": "Understanding Image Segmentation with Limited Coordinate Data",
      "comment_count": 7,
      "views": 0,
      "votes": 1
    },
    {
      "id": 529617,
      "title": "Only a single subject for testing? Or there are more hidden ones",
      "comment_count": 4,
      "views": 0,
      "votes": 1
    },
    {
      "id": 533053,
      "title": "Diagnosing left and right",
      "comment_count": 2,
      "views": 0,
      "votes": null
    },
    {
      "id": 532360,
      "title": "The slices in a folder is not consecutive.",
      "comment_count": 4,
      "views": 0,
      "votes": 3
    },
    {
      "id": 532773,
      "title": "Loading data into tensorflow",
      "comment_count": 1,
      "views": 0,
      "votes": 1
    },
    {
      "id": 532877,
      "title": "Is it possible to use trainer class of transformers when you get model from timm",
      "comment_count": 0,
      "views": 0,
      "votes": 0
    },
    {
      "id": 524380,
      "title": "What's the cv/lb relation?",
      "comment_count": 3,
      "views": 0,
      "votes": 3
    },
    {
      "id": 524004,
      "title": "About Axial folders with multiple shapes.",
      "comment_count": 5,
      "views": 0,
      "votes": 5
    },
    {
      "id": 532573,
      "title": "Can a medical professional look at Sagittal plane images and tell if it is right side or left side ?",
      "comment_count": 1,
      "views": 0,
      "votes": null
    },
    {
      "id": 532118,
      "title": "how can i fix it",
      "comment_count": 3,
      "views": 0,
      "votes": null
    },
    {
      "id": 532042,
      "title": "How to handle multiple Axial T2 images folder ? ",
      "comment_count": 0,
      "views": 0,
      "votes": -1
    },
    {
      "id": 529048,
      "title": "Replicating DeepSpine Paper for Multi-Input Multi-Task Classification",
      "comment_count": 3,
      "views": 0,
      "votes": 15
    },
    {
      "id": 531479,
      "title": "Image Labeling ",
      "comment_count": 4,
      "views": 0,
      "votes": 1
    },
    {
      "id": 531312,
      "title": "axial & sagittal ---------- interactive visualization",
      "comment_count": 1,
      "views": 0,
      "votes": 1
    },
    {
      "id": 531496,
      "title": "how to calculate score?",
      "comment_count": 1,
      "views": 0,
      "votes": 1
    },
    {
      "id": 521389,
      "title": "Left/right labels and patient positions",
      "comment_count": 6,
      "views": 0,
      "votes": 12
    },
    {
      "id": 524194,
      "title": "Medical SAM 2 - (Segment Anything Model 2) - is allowed to use in this competition?",
      "comment_count": 7,
      "views": 0,
      "votes": 4
    },
    {
      "id": 529805,
      "title": "Label Misplacement in Sagittal T2/STIR Series Data",
      "comment_count": 5,
      "views": 0,
      "votes": 21
    },
    {
      "id": 524500,
      "title": "Coordinate Pretraining Dataset",
      "comment_count": 36,
      "views": 0,
      "votes": 52
    },
    {
      "id": 531004,
      "title": "What data to train on",
      "comment_count": 1,
      "views": 0,
      "votes": null
    },
    {
      "id": 530275,
      "title": "RSNA Lumbar Spine test_train png format",
      "comment_count": 8,
      "views": 0,
      "votes": 1
    },
    {
      "id": 530820,
      "title": "Test image data",
      "comment_count": 1,
      "views": 0,
      "votes": null
    },
    {
      "id": 530495,
      "title": "How to determine the y-axis coordinate range for each level corresponding to each study_id?",
      "comment_count": 2,
      "views": 0,
      "votes": null
    },
    {
      "id": 530788,
      "title": "Determining vertebrae level in Axial slices ",
      "comment_count": 0,
      "views": 0,
      "votes": 1
    },
    {
      "id": 528653,
      "title": "More coordinates!",
      "comment_count": 13,
      "views": 0,
      "votes": 60
    },
    {
      "id": 527759,
      "title": "Breaking down 2d slices of Axial Images into their respective levels",
      "comment_count": 1,
      "views": 0,
      "votes": 12
    },
    {
      "id": 529899,
      "title": "More segmentations",
      "comment_count": 6,
      "views": 0,
      "votes": 12
    },
    {
      "id": 529738,
      "title": "Segmentation for train images",
      "comment_count": 3,
      "views": 0,
      "votes": 2
    },
    {
      "id": 530282,
      "title": "Accuracies Across Labels",
      "comment_count": 1,
      "views": 0,
      "votes": null
    },
    {
      "id": 529951,
      "title": "Notebook threw exception error",
      "comment_count": 2,
      "views": 0,
      "votes": 1
    },
    {
      "id": 527246,
      "title": "New to Kaggle: Understanding Competitions and Submissions",
      "comment_count": 2,
      "views": 0,
      "votes": 1
    },
    {
      "id": 529728,
      "title": "Submission exceeding time limit ",
      "comment_count": 5,
      "views": 0,
      "votes": null
    },
    {
      "id": 527682,
      "title": "Axial level detection",
      "comment_count": 1,
      "views": 0,
      "votes": 2
    },
    {
      "id": 510929,
      "title": "File submission format",
      "comment_count": 2,
      "views": 0,
      "votes": null
    },
    {
      "id": 529364,
      "title": "Handling Missing Values for Subarticular Stenosis : Optimal Strategy?",
      "comment_count": 2,
      "views": 0,
      "votes": 3
    },
    {
      "id": 528849,
      "title": "Automatic Spine Cord Segmentation: SAM 2",
      "comment_count": 6,
      "views": 0,
      "votes": 8
    },
    {
      "id": 529170,
      "title": "New to Image Processing",
      "comment_count": 2,
      "views": 0,
      "votes": 2
    },
    {
      "id": 527891,
      "title": "Submission Scoring Error",
      "comment_count": 2,
      "views": 0,
      "votes": null
    },
    {
      "id": 528652,
      "title": "Unusual Annotations: Single Misaligned Annotation and Corner Placement – Possible Errors?",
      "comment_count": 2,
      "views": 0,
      "votes": 2
    },
    {
      "id": 528696,
      "title": "Current progress, Observation.",
      "comment_count": 2,
      "views": 0,
      "votes": 1
    },
    {
      "id": 527934,
      "title": "[CV RESULTS] ",
      "comment_count": 1,
      "views": 0,
      "votes": 1
    },
    {
      "id": 523859,
      "title": "Figure out sagittal image direction",
      "comment_count": 2,
      "views": 0,
      "votes": 19
    },
    {
      "id": 528204,
      "title": "what is the meaning of \"normal/mild\"?",
      "comment_count": 1,
      "views": 0,
      "votes": null
    },
    {
      "id": 527028,
      "title": "Can someone help me with my model",
      "comment_count": 3,
      "views": 0,
      "votes": null
    },
    {
      "id": 527690,
      "title": "BOUNDING BOX PREDICTION",
      "comment_count": 3,
      "views": 0,
      "votes": 2
    },
    {
      "id": 522956,
      "title": "2d to 3d coord conversion: Are the dicom tag wrong?",
      "comment_count": 25,
      "views": 0,
      "votes": 26
    },
    {
      "id": 521365,
      "title": "Let's See Null Distribution in Train DataFrame",
      "comment_count": 1,
      "views": 0,
      "votes": 2
    },
    {
      "id": 527010,
      "title": "Label for segmentation and Classification Models After Segmentation",
      "comment_count": 5,
      "views": 0,
      "votes": 1
    },
    {
      "id": 527659,
      "title": "Dicom file format basics ",
      "comment_count": 0,
      "views": 0,
      "votes": 1
    },
    {
      "id": 523638,
      "title": "Import pycaret error",
      "comment_count": 2,
      "views": 0,
      "votes": 1
    },
    {
      "id": 527305,
      "title": "How to Reduce Loss further?",
      "comment_count": 1,
      "views": 0,
      "votes": null
    },
    {
      "id": 522751,
      "title": "What if i write the wrong level or condition in the first column of the submission file?",
      "comment_count": 4,
      "views": 0,
      "votes": null
    },
    {
      "id": 527219,
      "title": "How many time do you need for the submission",
      "comment_count": 0,
      "views": 0,
      "votes": 0
    },
    {
      "id": 524634,
      "title": "Notebook submission has Notebook Threw Exception",
      "comment_count": 4,
      "views": 0,
      "votes": 1
    },
    {
      "id": 524316,
      "title": "3D Point Cloud or Voxel Grid Loading -- Optimizations",
      "comment_count": 6,
      "views": 0,
      "votes": 3
    },
    {
      "id": 511573,
      "title": "About competetion",
      "comment_count": 2,
      "views": 0,
      "votes": 1
    },
    {
      "id": 523972,
      "title": "Pre-trained models and submission format ",
      "comment_count": 3,
      "views": 0,
      "votes": null
    },
    {
      "id": 524159,
      "title": "Spine Rookie's SOS",
      "comment_count": 3,
      "views": 0,
      "votes": null
    },
    {
      "id": 503346,
      "title": "Get started here!",
      "comment_count": 8,
      "views": 0,
      "votes": 26
    },
    {
      "id": 523971,
      "title": "Anyone have luck with contrast-agnostic 3D segmentation?",
      "comment_count": 0,
      "views": 0,
      "votes": 1
    },
    {
      "id": 523550,
      "title": "inconsistency in instance number in file name",
      "comment_count": 0,
      "views": 0,
      "votes": 3
    },
    {
      "id": 522924,
      "title": "What's the solution for the following problem? Any suggestions?",
      "comment_count": 3,
      "views": 0,
      "votes": 3
    },
    {
      "id": 521997,
      "title": "Direction of the MRI scan",
      "comment_count": 7,
      "views": 0,
      "votes": 8
    },
    {
      "id": 523235,
      "title": "Looking for a team / partner",
      "comment_count": 0,
      "views": 0,
      "votes": 0
    },
    {
      "id": 522472,
      "title": "Submission Termination",
      "comment_count": 2,
      "views": 0,
      "votes": 6
    },
    {
      "id": 510963,
      "title": "Explaining some Common Words",
      "comment_count": 1,
      "views": 0,
      "votes": 43
    },
    {
      "id": 521135,
      "title": "Do we need to resample the pixels to isomorphic resolution?",
      "comment_count": 9,
      "views": 0,
      "votes": 8
    },
    {
      "id": 515368,
      "title": "Team(Data Science)",
      "comment_count": 4,
      "views": 0,
      "votes": 1
    },
    {
      "id": 509430,
      "title": "Where is 'test_label_coordinates.csv'?",
      "comment_count": 4,
      "views": 0,
      "votes": 3
    },
    {
      "id": 512080,
      "title": "Unlabeled conditions in instances",
      "comment_count": 12,
      "views": 0,
      "votes": 6
    },
    {
      "id": 521493,
      "title": "Anomalous series in training set",
      "comment_count": 4,
      "views": 0,
      "votes": 11
    },
    {
      "id": 522036,
      "title": "Spinal Canal Stenosis in Sagittal T1",
      "comment_count": 1,
      "views": 0,
      "votes": 4
    },
    {
      "id": 510669,
      "title": "Running time for submission",
      "comment_count": 6,
      "views": 0,
      "votes": 2
    },
    {
      "id": 522315,
      "title": "Axial labels are not uniform ",
      "comment_count": 0,
      "views": 0,
      "votes": 0
    },
    {
      "id": 522176,
      "title": "Preview data",
      "comment_count": 1,
      "views": 0,
      "votes": null
    },
    {
      "id": 520778,
      "title": "Submission.csv not found",
      "comment_count": 2,
      "views": 0,
      "votes": 1
    },
    {
      "id": 520909,
      "title": "T1 and T2, do we need to perform registration?",
      "comment_count": 4,
      "views": 0,
      "votes": 11
    },
    {
      "id": 521786,
      "title": "How calculate metrics before submit solution?",
      "comment_count": 5,
      "views": 0,
      "votes": null
    },
    {
      "id": 521838,
      "title": "Compact way to calculate (full or partial) score from `train.csv` ",
      "comment_count": 0,
      "views": 0,
      "votes": 2
    },
    {
      "id": 520479,
      "title": "Some parts of the metric didn't make sense to me",
      "comment_count": 8,
      "views": 0,
      "votes": 6
    },
    {
      "id": 521677,
      "title": "Struggling with submission format",
      "comment_count": 5,
      "views": 0,
      "votes": null
    },
    {
      "id": 521853,
      "title": "What is the sample weight?",
      "comment_count": 2,
      "views": 0,
      "votes": null
    },
    {
      "id": 521360,
      "title": "Partial degenerative conditions validation results",
      "comment_count": 1,
      "views": 0,
      "votes": 5
    },
    {
      "id": 519001,
      "title": "How is the Axial T2 view annotated?",
      "comment_count": 6,
      "views": 0,
      "votes": 8
    },
    {
      "id": 521778,
      "title": "How to get Train and Test split data ",
      "comment_count": 1,
      "views": 0,
      "votes": null
    },
    {
      "id": 521341,
      "title": "Left and Right Neural Forminal Narrowing diagnoses on the same instance number?",
      "comment_count": 3,
      "views": 0,
      "votes": 1
    },
    {
      "id": 505572,
      "title": "Question about the center coordinates",
      "comment_count": 2,
      "views": 0,
      "votes": 4
    },
    {
      "id": 521459,
      "title": "How to use Competition Metric",
      "comment_count": 1,
      "views": 0,
      "votes": 1
    },
    {
      "id": 520279,
      "title": "Is there a L6?",
      "comment_count": 11,
      "views": 0,
      "votes": 10
    },
    {
      "id": 518856,
      "title": "Submission notebook threw exception, but second time EXACT same submission did not throw exception.",
      "comment_count": 2,
      "views": 0,
      "votes": 1
    },
    {
      "id": 521497,
      "title": "Does this competition allow for additional annotation of data to train models?",
      "comment_count": 0,
      "views": 0,
      "votes": 0
    },
    {
      "id": 520772,
      "title": "Test patients or train patients",
      "comment_count": 3,
      "views": 0,
      "votes": 1
    },
    {
      "id": 520695,
      "title": "help me！Submission Scoring Error！",
      "comment_count": 13,
      "views": 0,
      "votes": null
    },
    {
      "id": 521227,
      "title": "Erratic disease condition centers??",
      "comment_count": 1,
      "views": 0,
      "votes": 1
    },
    {
      "id": 516102,
      "title": "Zenodo Spine Segmentation Dataset",
      "comment_count": 2,
      "views": 0,
      "votes": 15
    },
    {
      "id": 519290,
      "title": "New, lost and loving it  ",
      "comment_count": 6,
      "views": 0,
      "votes": 5
    },
    {
      "id": 520252,
      "title": "Join team ",
      "comment_count": 1,
      "views": 0,
      "votes": null
    },
    {
      "id": 520940,
      "title": "Submission Scoring Error",
      "comment_count": 1,
      "views": 0,
      "votes": null
    },
    {
      "id": 520920,
      "title": "What's the right format for the output?",
      "comment_count": 0,
      "views": 0,
      "votes": 1
    },
    {
      "id": 520308,
      "title": "Reflexion about evaluation metric",
      "comment_count": 4,
      "views": 0,
      "votes": null
    },
    {
      "id": 514655,
      "title": "Scoring error",
      "comment_count": 11,
      "views": 0,
      "votes": 1
    },
    {
      "id": 519619,
      "title": "Sandwich homework. Left to Right or Right to left, what is right?",
      "comment_count": 2,
      "views": 0,
      "votes": 9
    },
    {
      "id": 520233,
      "title": "How many minutes does it take from clicking submit to getting scores? ",
      "comment_count": 6,
      "views": 0,
      "votes": 1
    },
    {
      "id": 520264,
      "title": "The easiest way to view DICOM image folders in GUI",
      "comment_count": 1,
      "views": 0,
      "votes": 2
    },
    {
      "id": 520125,
      "title": "A Rookie Seeking StreetSmart Tips for EDA, Cross-Validation",
      "comment_count": 6,
      "views": 0,
      "votes": 1
    },
    {
      "id": 519377,
      "title": "Instance number and slice direction",
      "comment_count": 1,
      "views": 0,
      "votes": 8
    },
    {
      "id": 519800,
      "title": "Back-Breaking Challenge: My RSNA Spine Struggle & Love",
      "comment_count": 1,
      "views": 0,
      "votes": 2
    },
    {
      "id": 519905,
      "title": "T1 and T2 weighting techniques",
      "comment_count": 0,
      "views": 0,
      "votes": 2
    },
    {
      "id": 518525,
      "title": "Filenames vs metadata for slice image sorting",
      "comment_count": 8,
      "views": 0,
      "votes": 21
    },
    {
      "id": 519401,
      "title": "Internet off and pip install",
      "comment_count": 4,
      "views": 0,
      "votes": 3
    },
    {
      "id": 506697,
      "title": "This Competition has an Official Discord Channel",
      "comment_count": 2,
      "views": 0,
      "votes": 18
    },
    {
      "id": 519612,
      "title": "Any smart way to debug the submission?",
      "comment_count": 1,
      "views": 0,
      "votes": 1
    },
    {
      "id": 519706,
      "title": "Notebook Version 1 failed to run after 5301.0s",
      "comment_count": 0,
      "views": 0,
      "votes": 0
    },
    {
      "id": 519657,
      "title": "Strange images for the diagnosis of canal stenosis",
      "comment_count": 0,
      "views": 0,
      "votes": 1
    },
    {
      "id": 519208,
      "title": "Inconsistent instance numbers for study_id = 2581283971 , series_id = 2683794967",
      "comment_count": 1,
      "views": 0,
      "votes": 2
    },
    {
      "id": 519389,
      "title": "Some progress, the framework ",
      "comment_count": 0,
      "views": 0,
      "votes": 0
    },
    {
      "id": 518441,
      "title": "Clarification on Normal/Mild Annotated Regions",
      "comment_count": 1,
      "views": 0,
      "votes": 3
    },
    {
      "id": 516848,
      "title": "Does test dataset missing any T1 or T2 series?",
      "comment_count": 5,
      "views": 0,
      "votes": 13
    },
    {
      "id": 516802,
      "title": "ITK8191's Making dataset questions ",
      "comment_count": 5,
      "views": 0,
      "votes": null
    },
    {
      "id": 516357,
      "title": "Submission Scoring Error",
      "comment_count": 2,
      "views": 0,
      "votes": null
    },
    {
      "id": 514887,
      "title": "Questions about the Dataset",
      "comment_count": 5,
      "views": 0,
      "votes": 3
    },
    {
      "id": 517148,
      "title": "No of images used for inference",
      "comment_count": 1,
      "views": 0,
      "votes": 2
    },
    {
      "id": 515702,
      "title": "Dataset preprocess, which is faster",
      "comment_count": 5,
      "views": 0,
      "votes": 1
    },
    {
      "id": 511608,
      "title": "Can I hand-label training dataset by myself?",
      "comment_count": 6,
      "views": 0,
      "votes": 4
    },
    {
      "id": 516895,
      "title": "How to match each .dcm file to the submission title?",
      "comment_count": 2,
      "views": 0,
      "votes": null
    },
    {
      "id": 515357,
      "title": "Metric Behavior Complaint v3",
      "comment_count": 4,
      "views": 0,
      "votes": 13
    },
    {
      "id": 515336,
      "title": "beginner problems !",
      "comment_count": 6,
      "views": 0,
      "votes": 2
    },
    {
      "id": 514891,
      "title": "Some images are of the cervical vertebrae, not of the lumbar spine?",
      "comment_count": 11,
      "views": 0,
      "votes": 15
    },
    {
      "id": 516071,
      "title": "Why I keep getting this error?",
      "comment_count": 1,
      "views": 0,
      "votes": null
    },
    {
      "id": 515842,
      "title": "Best Approaches For this competition",
      "comment_count": 7,
      "views": 0,
      "votes": null
    },
    {
      "id": 510146,
      "title": "Unsupervised Segmentation Ideas",
      "comment_count": 10,
      "views": 0,
      "votes": 8
    },
    {
      "id": 515892,
      "title": "Clarification on Code Requirements and Submission Guidelines",
      "comment_count": 1,
      "views": 0,
      "votes": null
    },
    {
      "id": 515904,
      "title": "training weight output problem.",
      "comment_count": 1,
      "views": 0,
      "votes": null
    },
    {
      "id": 515871,
      "title": "Howto know the 25 instances for a study_id for submission?",
      "comment_count": 0,
      "views": 0,
      "votes": -1
    },
    {
      "id": 515765,
      "title": "Inquiry on Severity Probability Prediction",
      "comment_count": 4,
      "views": 0,
      "votes": 1
    },
    {
      "id": 515501,
      "title": "Can I any size of model for as long as I want, unless the inference takes less than 9 hours?",
      "comment_count": 3,
      "views": 0,
      "votes": null
    },
    {
      "id": 515107,
      "title": "Internet disabled rule",
      "comment_count": 3,
      "views": 0,
      "votes": null
    },
    {
      "id": 515306,
      "title": "How is a study_id labeled?",
      "comment_count": 3,
      "views": 0,
      "votes": null
    },
    {
      "id": 514318,
      "title": "Kaggle Support Not Responding - Can not verify my identity",
      "comment_count": 3,
      "views": 0,
      "votes": 2
    },
    {
      "id": 514812,
      "title": "Evaluation Metric",
      "comment_count": 3,
      "views": 0,
      "votes": null
    },
    {
      "id": 515464,
      "title": "Submission is taking so long",
      "comment_count": 1,
      "views": 0,
      "votes": null
    },
    {
      "id": 509183,
      "title": "How to get conditions and their corresponding level for the test series?",
      "comment_count": 2,
      "views": 0,
      "votes": 8
    },
    {
      "id": 514861,
      "title": "Data upload error",
      "comment_count": 1,
      "views": 0,
      "votes": 3
    },
    {
      "id": 514897,
      "title": "Questions Regarding Study and Image Series Identification in Sample Submissions",
      "comment_count": 1,
      "views": 0,
      "votes": 2
    },
    {
      "id": 508796,
      "title": "X, Y coordinates are enough ?",
      "comment_count": 4,
      "views": 0,
      "votes": 1
    },
    {
      "id": 513909,
      "title": "Null 'nan' values in train.csv? What do they mean?",
      "comment_count": 2,
      "views": 0,
      "votes": 2
    },
    {
      "id": 510606,
      "title": "Test Images",
      "comment_count": 5,
      "views": 0,
      "votes": 1
    },
    {
      "id": 514305,
      "title": "Does all the conditions in the train.csv have corresponding coordinates in the train_label_coordinates.csv",
      "comment_count": 3,
      "views": 0,
      "votes": null
    },
    {
      "id": 514769,
      "title": "Question about CV",
      "comment_count": 2,
      "views": 0,
      "votes": null
    },
    {
      "id": 510363,
      "title": "Second metric patch and rescore",
      "comment_count": 6,
      "views": 0,
      "votes": 17
    },
    {
      "id": 514100,
      "title": "Confusion with data given",
      "comment_count": 2,
      "views": 0,
      "votes": 1
    },
    {
      "id": 507498,
      "title": " Is any_severe_scalar public?",
      "comment_count": 6,
      "views": 0,
      "votes": 7
    },
    {
      "id": 513401,
      "title": "Transform samples to unified plane",
      "comment_count": 3,
      "views": 0,
      "votes": 1
    },
    {
      "id": 513884,
      "title": "Training Coordinate",
      "comment_count": 1,
      "views": 0,
      "votes": 1
    },
    {
      "id": 513135,
      "title": "How do: output feature engineering",
      "comment_count": 1,
      "views": 0,
      "votes": 5
    },
    {
      "id": 503408,
      "title": "Starter Resources (Research Paper, Video, Notebooks)",
      "comment_count": 4,
      "views": 0,
      "votes": 41
    },
    {
      "id": 514006,
      "title": "Question - Resources on 2.5D models and are they well suited for this competition?",
      "comment_count": 1,
      "views": 0,
      "votes": 1
    },
    {
      "id": 513789,
      "title": "Question - testing set number of subjects",
      "comment_count": 3,
      "views": 0,
      "votes": null
    },
    {
      "id": 507101,
      "title": "Radiologist's Insights I",
      "comment_count": 16,
      "views": 0,
      "votes": 94
    },
    {
      "id": 509034,
      "title": "Incorrect metric weights?",
      "comment_count": 14,
      "views": 0,
      "votes": 8
    },
    {
      "id": 513578,
      "title": "Does the supervising teacher count as a team member ?",
      "comment_count": 2,
      "views": 0,
      "votes": null
    },
    {
      "id": 513577,
      "title": "Obligation to provide the source link of pre-trained model ?",
      "comment_count": 1,
      "views": 0,
      "votes": null
    },
    {
      "id": 512048,
      "title": "Suspicious wrong coordinates labels",
      "comment_count": 10,
      "views": 0,
      "votes": 18
    },
    {
      "id": 513204,
      "title": "What is exactly the sample_weight in the metric score?",
      "comment_count": 3,
      "views": 0,
      "votes": 2
    },
    {
      "id": 509623,
      "title": "pytorch Notebook threw exception error",
      "comment_count": 8,
      "views": 0,
      "votes": 1
    },
    {
      "id": 513202,
      "title": "Is any_severe_scalar still is set to 1.0, metric question",
      "comment_count": 1,
      "views": 0,
      "votes": 1
    },
    {
      "id": 510345,
      "title": "Improvement using coordinates data",
      "comment_count": 10,
      "views": 0,
      "votes": 7
    },
    {
      "id": 513089,
      "title": "OSError: [Errno 27] File too large",
      "comment_count": 3,
      "views": 0,
      "votes": null
    },
    {
      "id": 512920,
      "title": "Make failed submission not count in submission limit?",
      "comment_count": 2,
      "views": 0,
      "votes": null
    },
    {
      "id": 512779,
      "title": "Difference between 2.5D model and Multi-Instance Model?",
      "comment_count": 2,
      "views": 0,
      "votes": 1
    },
    {
      "id": 511995,
      "title": "Notebook stops training suddenly",
      "comment_count": 10,
      "views": 0,
      "votes": 1
    },
    {
      "id": 505499,
      "title": "Dicoms, DL & Medical Imaging: OsiriX, Pydicom, Oro, Mango viewer. Dicom on Kaggle.",
      "comment_count": 2,
      "views": 0,
      "votes": 49
    },
    {
      "id": 506498,
      "title": "2 entries per day! Why?",
      "comment_count": 2,
      "views": 0,
      "votes": 4
    },
    {
      "id": 510334,
      "title": "Starter Notebook!",
      "comment_count": 12,
      "views": 0,
      "votes": 23
    },
    {
      "id": 512511,
      "title": "Submission Submission CSV Not Found, something doesn't seem right",
      "comment_count": 3,
      "views": 0,
      "votes": 1
    },
    {
      "id": 506354,
      "title": "Not able to submit",
      "comment_count": 14,
      "views": 0,
      "votes": 6
    },
    {
      "id": 511648,
      "title": "Taking too long to submit",
      "comment_count": 7,
      "views": 0,
      "votes": null
    },
    {
      "id": 511669,
      "title": "Data from past competitions",
      "comment_count": 2,
      "views": 0,
      "votes": null
    },
    {
      "id": 511480,
      "title": "Organizing Multi-Level Multi-Class Labels for Spinal MRI Object Detection Models",
      "comment_count": 3,
      "views": 0,
      "votes": 1
    },
    {
      "id": 511626,
      "title": "What is supposed to be done with the condition column in train_label_cordinates.csv",
      "comment_count": 9,
      "views": 0,
      "votes": 2
    },
    {
      "id": 511759,
      "title": "It's a strange team",
      "comment_count": 7,
      "views": 0,
      "votes": -7
    },
    {
      "id": 511734,
      "title": "Usage/creation of train data.",
      "comment_count": 3,
      "views": 0,
      "votes": null
    },
    {
      "id": 511663,
      "title": "Pre-trained Model",
      "comment_count": 2,
      "views": 0,
      "votes": null
    },
    {
      "id": 511055,
      "title": "Competition Metric Behavior vs Incorrect predictions",
      "comment_count": 0,
      "views": 0,
      "votes": 30
    },
    {
      "id": 510068,
      "title": "How to align the axial and sagittal xyz coordinates?",
      "comment_count": 5,
      "views": 0,
      "votes": 13
    },
    {
      "id": 511850,
      "title": "What to do with coordinates",
      "comment_count": 1,
      "views": 0,
      "votes": 1
    },
    {
      "id": 512036,
      "title": "Looking for a team",
      "comment_count": 1,
      "views": 0,
      "votes": 1
    },
    {
      "id": 510301,
      "title": "Can under 18 prodigies participate (with a parental consent) ?",
      "comment_count": 6,
      "views": 0,
      "votes": 2
    },
    {
      "id": 511812,
      "title": "Different numbers of things ",
      "comment_count": 2,
      "views": 0,
      "votes": null
    },
    {
      "id": 511364,
      "title": "Information about hidden data",
      "comment_count": 7,
      "views": 0,
      "votes": -1
    },
    {
      "id": 510515,
      "title": "Segmentation",
      "comment_count": 5,
      "views": 0,
      "votes": 23
    },
    {
      "id": 510946,
      "title": "Explaining Spinal Structure for newbies",
      "comment_count": 0,
      "views": 0,
      "votes": 6
    },
    {
      "id": 511113,
      "title": "Running Code Environments for this Competition",
      "comment_count": 6,
      "views": 0,
      "votes": 1
    },
    {
      "id": 510925,
      "title": "Seemingly Discrepancies in train.csv and train_label_coordinates.csv",
      "comment_count": 2,
      "views": 0,
      "votes": 2
    },
    {
      "id": 511360,
      "title": "TPUs are popular right now. ",
      "comment_count": 0,
      "views": 0,
      "votes": 0
    },
    {
      "id": 510956,
      "title": "predictions",
      "comment_count": 4,
      "views": 0,
      "votes": null
    },
    {
      "id": 510578,
      "title": "Regarding orientation",
      "comment_count": 1,
      "views": 0,
      "votes": 1
    },
    {
      "id": 510385,
      "title": "One instance number but many coordinates to the same instance",
      "comment_count": 3,
      "views": 0,
      "votes": 2
    },
    {
      "id": 510691,
      "title": "Non sequenced dcm data",
      "comment_count": 0,
      "views": 0,
      "votes": 2
    },
    {
      "id": 509502,
      "title": "Use of Mathworks - Matlab",
      "comment_count": 6,
      "views": 0,
      "votes": 5
    },
    {
      "id": 510652,
      "title": "why every instance image is different in a series?",
      "comment_count": 2,
      "views": 0,
      "votes": 1
    },
    {
      "id": 510349,
      "title": "Error in submission (Help needed)",
      "comment_count": 9,
      "views": 0,
      "votes": 1
    },
    {
      "id": 505929,
      "title": "Consolidated Train Data",
      "comment_count": 4,
      "views": 0,
      "votes": 22
    },
    {
      "id": 510551,
      "title": "General Project Document",
      "comment_count": 1,
      "views": 0,
      "votes": 1
    },
    {
      "id": 510549,
      "title": "Output Metric Download error ",
      "comment_count": 0,
      "views": 0,
      "votes": 1
    },
    {
      "id": 509491,
      "title": "How do you load the test data for submission?",
      "comment_count": 0,
      "views": 0,
      "votes": 5
    },
    {
      "id": 509818,
      "title": "How to get condition level in the test set",
      "comment_count": 1,
      "views": 0,
      "votes": 2
    },
    {
      "id": 503348,
      "title": "5 Months ?",
      "comment_count": 11,
      "views": 0,
      "votes": 27
    },
    {
      "id": 508522,
      "title": "Metric patch and rescore (complete)",
      "comment_count": 0,
      "views": 0,
      "votes": 21
    },
    {
      "id": 508319,
      "title": "Inqury about the metric",
      "comment_count": 3,
      "views": 0,
      "votes": 22
    },
    {
      "id": 509443,
      "title": "Weird error 'Submission CSV Not Found'?",
      "comment_count": 1,
      "views": 0,
      "votes": 2
    },
    {
      "id": 507459,
      "title": "Missing Sagittal T2/STIR and Sagittal T1 Orientation",
      "comment_count": 2,
      "views": 0,
      "votes": 1
    },
    {
      "id": 507906,
      "title": "Error when reading some DICOM series with SimpleITK (DICOMs with different dimensions)",
      "comment_count": 3,
      "views": 0,
      "votes": 2
    },
    {
      "id": 508764,
      "title": "Tiny scoring dataset?",
      "comment_count": 2,
      "views": 0,
      "votes": 3
    },
    {
      "id": 509130,
      "title": "What do the instance_number refer to?",
      "comment_count": 2,
      "views": 0,
      "votes": 1
    },
    {
      "id": 507297,
      "title": "RSNA Spine 2024 DICOM converted to  PNG Images! ",
      "comment_count": 2,
      "views": 0,
      "votes": 7
    },
    {
      "id": 507727,
      "title": "Does anyone have any advice on how to avoid memory issues?",
      "comment_count": 2,
      "views": 0,
      "votes": 1
    },
    {
      "id": 507583,
      "title": "Assistance Needed: Converting Point Labels to Box Labels for 3D MRI Detection",
      "comment_count": 2,
      "views": 0,
      "votes": 2
    },
    {
      "id": 507572,
      "title": "Dicom Viewer",
      "comment_count": 0,
      "views": 0,
      "votes": 1
    },
    {
      "id": 507220,
      "title": "Aiming for a Competitive Score",
      "comment_count": 2,
      "views": 0,
      "votes": 1
    },
    {
      "id": 506594,
      "title": "Handling Of Varying Number Of Scans/Slices",
      "comment_count": 2,
      "views": 0,
      "votes": 4
    },
    {
      "id": 503392,
      "title": "Need resources.",
      "comment_count": 6,
      "views": 0,
      "votes": 6
    },
    {
      "id": 506908,
      "title": "model not learning",
      "comment_count": 5,
      "views": 0,
      "votes": 2
    },
    {
      "id": 506576,
      "title": "is it a classification task or object detection task?",
      "comment_count": 2,
      "views": 0,
      "votes": null
    },
    {
      "id": 506304,
      "title": "multiple series_id in one study",
      "comment_count": 4,
      "views": 0,
      "votes": 2
    },
    {
      "id": 505673,
      "title": "lets talk about RSNA",
      "comment_count": 1,
      "views": 0,
      "votes": 3
    }
  ],
  "errors": []
}