{ "id": 416393, "title": "Revise Medical AI Image Classification Kernels", "url": "/competitions/hubmap-hacking-the-human-vasculature/discussion/416393", "author_name": "Azmine Toushik Wasi", "post_date": "2023-06-11T06:52:42.939000", "votes": 16, "comment_count": 0, "views": 0, "content": "

Medical AI Image Classification Kernels

\n

Here is a list of image classification kernels related to medical artificial intelligence on Kaggle. The table includes the title of the kernel, the owner's username (with '@' added), the architectures used, and a link to the Kaggle notebook.

\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n
TitleOwnerArchitectureKaggle Notebook
Intel Image Classification (CNN - Keras)@vinceeCNN / KerasKaggle Notebook
[BEG][TUT]Intel Image Classification[93.76% Accur]@uzairrjCNN / KerasKaggle Notebook
Get Start Image Classification@uysimtyCNNKaggle Notebook
Satellite Image Classification@arpandhattCNNKaggle Notebook
Dermatology Image Classification@yuningalexliuCNNKaggle Notebook
Image Classification with Logistic Regression@gulsahdemiryurekLRKaggle Notebook
Image Classification using CNN (94%+ Accuracy)@arbazkhan971CNNKaggle Notebook
High Correlation Feature Image Classification Conf@wesamelshamyCNNKaggle Notebook
PyTorch Starter - Image Classification@jainamshah17PyTorchKaggle Notebook
MultiClass Image Classification using keras@prateek0xCNN / KerasKaggle Notebook
Image Classification with CNN@umutalpaydnCNNKaggle Notebook
Image Classification & Clustering step by step@naim99CNNKaggle Notebook
Protein Atlas - Exploration and Baseline@alluniaCNN / PyTorchKaggle Notebook
Image Classification by CNN@heshamasemCNNKaggle Notebook
pretrained ResNet34 with RGBY (0.460 public LB)@iafossCNNKaggle Notebook
", "messages": [ { "id": 2295628, "postDate": "2023-06-11T06:52:42.940Z", "content": "

Medical AI Image Classification Kernels

\n

Here is a list of image classification kernels related to medical artificial intelligence on Kaggle. The table includes the title of the kernel, the owner's username (with '@' added), the architectures used, and a link to the Kaggle notebook.

\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n
TitleOwnerArchitectureKaggle Notebook
Intel Image Classification (CNN - Keras)@vinceeCNN / KerasKaggle Notebook
[BEG][TUT]Intel Image Classification[93.76% Accur]@uzairrjCNN / KerasKaggle Notebook
Get Start Image Classification@uysimtyCNNKaggle Notebook
Satellite Image Classification@arpandhattCNNKaggle Notebook
Dermatology Image Classification@yuningalexliuCNNKaggle Notebook
Image Classification with Logistic Regression@gulsahdemiryurekLRKaggle Notebook
Image Classification using CNN (94%+ Accuracy)@arbazkhan971CNNKaggle Notebook
High Correlation Feature Image Classification Conf@wesamelshamyCNNKaggle Notebook
PyTorch Starter - Image Classification@jainamshah17PyTorchKaggle Notebook
MultiClass Image Classification using keras@prateek0xCNN / KerasKaggle Notebook
Image Classification with CNN@umutalpaydnCNNKaggle Notebook
Image Classification & Clustering step by step@naim99CNNKaggle Notebook
Protein Atlas - Exploration and Baseline@alluniaCNN / PyTorchKaggle Notebook
Image Classification by CNN@heshamasemCNNKaggle Notebook
pretrained ResNet34 with RGBY (0.460 public LB)@iafossCNNKaggle Notebook
", "rawMarkdown": "## Medical AI Image Classification Kernels\n\nHere is a list of image classification kernels related to medical artificial intelligence on Kaggle. The table includes the title of the kernel, the owner's username (with '@' added), the architectures used, and a link to the Kaggle notebook.\n\n| Title | Owner | Architecture | Kaggle Notebook |\n| --- | --- | --- | --- |\n| Intel Image Classification (CNN - Keras) | @vincee | CNN / Keras | [Kaggle Notebook](https://www.kaggle.com/code/vincee/intel-image-classification-cnn-keras) |\n| [BEG][TUT]Intel Image Classification[93.76% Accur] | @uzairrj | CNN / Keras | [Kaggle Notebook](https://www.kaggle.com/code/uzairrj/beg-tut-intel-image-classification-93-76-accur/data) |\n| Get Start Image Classification | @uysimty | CNN | [Kaggle Notebook](https://www.kaggle.com/code/uysimty/get-start-image-classification) |\n| Satellite Image Classification | @arpandhatt | CNN | [Kaggle Notebook](https://www.kaggle.com/code/arpandhatt/satellite-image-classification) |\n| Dermatology Image Classification | @yuningalexliu | CNN | [Kaggle Notebook](https://www.kaggle.com/code/yuningalexliu/dermatology-image-classification) |\n| Image Classification with Logistic Regression | @gulsahdemiryurek | LR | [Kaggle Notebook](https://www.kaggle.com/code/gulsahdemiryurek/image-classification-with-logistic-regression) |\n| Image Classification using CNN (94%+ Accuracy) | @arbazkhan971 | CNN | [Kaggle Notebook](https://www.kaggle.com/code/arbazkhan971/image-classification-using-cnn-94-accuracy) |\n| High Correlation Feature Image Classification Conf | @wesamelshamy | CNN | [Kaggle Notebook](https://www.kaggle.com/code/wesamelshamy/high-correlation-feature-image-classification-conf) |\n| PyTorch Starter - Image Classification | @jainamshah17 | PyTorch | [Kaggle Notebook](https://www.kaggle.com/code/jainamshah17/pytorch-starter-image-classification) |\n| MultiClass Image Classification using keras | @prateek0x | CNN / Keras | [Kaggle Notebook](https://www.kaggle.com/code/prateek0x/multiclass-image-classification-using-keras) |\n| Image Classification with CNN | @umutalpaydn | CNN | [Kaggle Notebook](https://www.kaggle.com/code/umutalpaydn/image-classification-with-cnn) |\n| Image Classification & Clustering step by step | @naim99 | CNN | [Kaggle Notebook](https://www.kaggle.com/code/naim99/image-classification-clustering-step-by-step) |\n| Protein Atlas - Exploration and Baseline | @allunia | CNN / PyTorch | [Kaggle Notebook](https://www.kaggle.com/code/allunia/protein-atlas-exploration-and-baseline) |\n| Image Classification by CNN | @heshamasem | CNN | [Kaggle Notebook](https://www.kaggle.com/code/heshamasem/image-classification-by-cnn) |\n| pretrained ResNet34 with RGBY (0.460 public LB) | @iafoss | CNN | [Kaggle Notebook](https://www.kaggle.com/code/iafoss/pretrained-resnet34-with-rgby-0-460-public-lb) |", "votes": 16 } ], "comments": [], "raw_markdown_by_id": { "2295628": "## Medical AI Image Classification Kernels\n\nHere is a list of image classification kernels related to medical artificial intelligence on Kaggle. The table includes the title of the kernel, the owner's username (with '@' added), the architectures used, and a link to the Kaggle notebook.\n\n| Title | Owner | Architecture | Kaggle Notebook |\n| --- | --- | --- | --- |\n| Intel Image Classification (CNN - Keras) | @vincee | CNN / Keras | [Kaggle Notebook](https://www.kaggle.com/code/vincee/intel-image-classification-cnn-keras) |\n| [BEG][TUT]Intel Image Classification[93.76% Accur] | @uzairrj | CNN / Keras | [Kaggle Notebook](https://www.kaggle.com/code/uzairrj/beg-tut-intel-image-classification-93-76-accur/data) |\n| Get Start Image Classification | @uysimty | CNN | [Kaggle Notebook](https://www.kaggle.com/code/uysimty/get-start-image-classification) |\n| Satellite Image Classification | @arpandhatt | CNN | [Kaggle Notebook](https://www.kaggle.com/code/arpandhatt/satellite-image-classification) |\n| Dermatology Image Classification | @yuningalexliu | CNN | [Kaggle Notebook](https://www.kaggle.com/code/yuningalexliu/dermatology-image-classification) |\n| Image Classification with Logistic Regression | @gulsahdemiryurek | LR | [Kaggle Notebook](https://www.kaggle.com/code/gulsahdemiryurek/image-classification-with-logistic-regression) |\n| Image Classification using CNN (94%+ Accuracy) | @arbazkhan971 | CNN | [Kaggle Notebook](https://www.kaggle.com/code/arbazkhan971/image-classification-using-cnn-94-accuracy) |\n| High Correlation Feature Image Classification Conf | @wesamelshamy | CNN | [Kaggle Notebook](https://www.kaggle.com/code/wesamelshamy/high-correlation-feature-image-classification-conf) |\n| PyTorch Starter - Image Classification | @jainamshah17 | PyTorch | [Kaggle Notebook](https://www.kaggle.com/code/jainamshah17/pytorch-starter-image-classification) |\n| MultiClass Image Classification using keras | @prateek0x | CNN / Keras | [Kaggle Notebook](https://www.kaggle.com/code/prateek0x/multiclass-image-classification-using-keras) |\n| Image Classification with CNN | @umutalpaydn | CNN | [Kaggle Notebook](https://www.kaggle.com/code/umutalpaydn/image-classification-with-cnn) |\n| Image Classification & Clustering step by step | @naim99 | CNN | [Kaggle Notebook](https://www.kaggle.com/code/naim99/image-classification-clustering-step-by-step) |\n| Protein Atlas - Exploration and Baseline | @allunia | CNN / PyTorch | [Kaggle Notebook](https://www.kaggle.com/code/allunia/protein-atlas-exploration-and-baseline) |\n| Image Classification by CNN | @heshamasem | CNN | [Kaggle Notebook](https://www.kaggle.com/code/heshamasem/image-classification-by-cnn) |\n| pretrained ResNet34 with RGBY (0.460 public LB) | @iafoss | CNN | [Kaggle Notebook](https://www.kaggle.com/code/iafoss/pretrained-resnet34-with-rgby-0-460-public-lb) |" } }