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GitHub topics: medical-image-classification

fahadshamshad/awesome-transformers-in-medical-imaging

A collection of resources on applications of Transformers in Medical Imaging.

Size: 3.92 MB - Last synced at: 9 days ago - Pushed at: about 1 year ago - Stars: 1,237 - Forks: 186

Omid-Nejati/MedViTV2

MedViTV2: Medical Image Classification with KAN-Integrated Transformers and Dilated Neighborhood Attention

Language: Jupyter Notebook - Size: 2.29 MB - Last synced at: 13 days ago - Pushed at: 14 days ago - Stars: 34 - Forks: 13

mdkbmi/competition-ubc-medicine-datathon-2025

An x-ray image classifier developed as part of UBC Medicine Datathon 2025 to detect pneumothorax in patients

Language: Jupyter Notebook - Size: 37.4 MB - Last synced at: 29 days ago - Pushed at: 29 days ago - Stars: 0 - Forks: 0

frankkramer-lab/aucmedi

a framework for Automated Classification of Medical Images

Language: Python - Size: 40.6 MB - Last synced at: 15 days ago - Pushed at: 7 months ago - Stars: 41 - Forks: 14

tntek/GUES

Code for [CVPR 2025] Domain Adaptive Diabetic Retinopathy Grading with Model Absence and Flowing Data.

Language: Python - Size: 0 Bytes - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 1

reshalfahsi/covid19ct3d

COVID-19 Classification from 3D CT Images

Language: Python - Size: 216 KB - Last synced at: 21 days ago - Pushed at: almost 3 years ago - Stars: 3 - Forks: 1

MIDA-group/LetItShine

Let it shine: Autofluorescence of Papanicolaou-stain improves AI-based cytological oral cancer detection —— Computers in Biology and Medicine

Language: Python - Size: 8.87 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

Omid-Nejati/MedViT

MedViT: A Robust Vision Transformer for Generalized Medical Image Classification (Computers in Biology and Medicine 2023)

Language: Python - Size: 839 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 138 - Forks: 24

reshalfahsi/quantum-transfer-learning-metastases

Quantum Transfer Learning for Lymph Node Metastases Detection

Language: Jupyter Notebook - Size: 1.85 MB - Last synced at: 15 days ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

tmfreiberg/HAM10000-skin-lesion-classification

HAM10000 Skin Lesion Classification

Language: Jupyter Notebook - Size: 68.8 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 1 - Forks: 3

philsaurabh/StAlK_KBS

Official Code for "StAlK: Structural Alignment based Self Knowledge distillation for Medical Image Classification" Published at Knowledge Based Systems Journal

Language: Python - Size: 16.6 KB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

giaminhgist/3D-DAM

A reproducible 3D convolutional neural network with dual attention module (3D-DAM) for Alzheimer's disease classification

Language: Python - Size: 941 KB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 15 - Forks: 2

SiyuanYan1/PLDG

This repo is the official implementation of TMI2024 paper "Prompt-driven Latent Domain Generalization for Medical Image Classification".

Language: Python - Size: 3.78 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 12 - Forks: 1

ablanco1950/BrainTumor_sagittal_t1wce_Yolov10

From dataset https://www.kaggle.com/datasets/davidbroberts/brain-tumor-object-detection-datasets/data?select=sagittal_t1wce_2_class a model is obtained, based on yolov10 to indicate a brain tumor type: sagittal_t1wce

Language: Python - Size: 28.3 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

openmedlab/MedFM

Official Repository of NeurIPS 2023 - MedFM Challenge

Language: Python - Size: 3.76 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 254 - Forks: 13

TianyiFranklinWang/MedFM_Submission_Only

Solution for NeurIPS 2023 - MedFM Challenge

Language: Python - Size: 1.83 MB - Last synced at: 13 days ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 0

mayurmallya/DeepGuide

Deep Multimodal Guidance for Medical Image Classification: https://arxiv.org/pdf/2203.05683.pdf

Language: Jupyter Notebook - Size: 3.26 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 25 - Forks: 3

reshalfahsi/3d-viz-score-cam

Visualizing 3D ResNet for Medical Image Classification With Score-CAM

Language: Jupyter Notebook - Size: 7.06 MB - Last synced at: 14 days ago - Pushed at: 12 months ago - Stars: 0 - Forks: 0

melanibe/failure_detection_benchmark

Code for the paper "Failure Detection in Medical Image Classification: A Reality Check and Benchmarking Testbed", TMLR 2022, Bernhardt et al.

Language: Jupyter Notebook - Size: 1010 KB - Last synced at: 4 months ago - Pushed at: over 2 years ago - Stars: 20 - Forks: 0

CristianoPatricio/Explainable-Deep-Learning-Methods-in-Medical-Image-Classification-A-Survey

Official repository of the paper "Explainable Deep Learning Methods in Medical Image Classification: A Survey", ACM Computing Surveys (CSUR) 2023

Size: 506 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 6 - Forks: 1

MuhammadAshiqAmeer/Federated-Learning-Intel-OpenFL

The repository focuses on conducting Federated Learning experiments using the Intel OpenFL framework with diverse machine learning models, utilizing image and tabular datasets, applicable different domains like medicine, banking etc.

Language: Jupyter Notebook - Size: 12.9 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

julesaiyy/CAME

[SMC'2023] "CAME: Convolution and Attention Construct Multi-Scale Neural Network Efficiently for Medical Image Classification"

Size: 9.77 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

roshansadath/Medical-Image-Diagnosis-using-Convolutional-Neural-Networks

Implementation of Deep Neural Networks to solve Medical Image Classification using Chest XRay Images

Language: Jupyter Notebook - Size: 31.6 MB - Last synced at: almost 2 years ago - Pushed at: about 2 years ago - Stars: 1 - Forks: 0

NITR098/Chest-Xray-Classification

Simple study on ViT performance in medical image classification

Language: Python - Size: 1.29 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 2 - Forks: 0

rikkeuldbaek/SkinCancerClassifier_VA_FP

This repository contains the final project of the course Visual Analytics which is a part of the elective Cultural Data Science at Aarhus University. In this final project a skin cancer classifier has been build in order to segment and classify a collection of dermatoscopic images in to seven types of skin cancer.

Language: Python - Size: 2.59 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

Giles-Billenness/Final-Year-Project-Self-supervised-Transformers

Coursework created for the COM3001 Professional Project module during my Computer Science BSc at Surrey University

Language: Jupyter Notebook - Size: 3.01 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

Bakar31/Brain-Tumor-Classification

Prediction of the status of a genetic biomarker for brain cancer treatment.

Language: Jupyter Notebook - Size: 113 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

Related Keywords
medical-image-classification 27 image-classification 8 deep-learning 6 pytorch 6 medical-imaging 5 machine-learning 4 transfer-learning 4 classification 3 explainable-ai 3 computer-vision 3 medical-image-analysis 3 python 3 medmnist 3 vision-transformer 3 medical-image-processing 2 brain-tumor-classification 2 convolutional-neural-networks 2 chestxray14 2 transformers 2 foundation-models 2 medical-image-segmentation 2 neurips-2023 2 resnet-18 2 swin-transformer 2 covid-19 2 pytorch-lightning 2 knowledge-distillation 2 brain-tumor-segmentation 2 3d-resnet 1 3d-medical-images 1 cnn-visualization 1 explainability 1 gradient-free 1 k3d 1 score-cam 1 self-supervised-learning 1 3d 1 wsi-classificaiton 1 tensorflow2 1 student-teacher-learning 1 skin-lesion-classification 1 python3 1 multimodal-learning 1 mri-classification 1 vision-transformer-models 1 vision-transformer-image-classification 1 medfm-competition 1 medfm 1 machine-learning-algorithms 1 image-classifier 1 hybrid-model 1 vgg16 1 transformer 1 chestx-ray14 1 chest-xrays 1 nih-chest-x-ray 1 inceptionv3 1 hyperparameter-tuning 1 chest-xray-images 1 alexnet-pytorch 1 tabular-data-analysis 1 privacy-preserving-machine-learning 1 privacy-enhancing-technologies 1 neuroblastoma 1 machine-learning-models 1 intel-openfl 1 horizontal-federated-learning 1 federated-learning-research 1 federated-learning-algorithms 1 federated-learning 1 distributed-optimization 1 distributed-learning 1 custom-aggregation-function 1 cross-silo-federated-learning 1 collaborative-machine-learning 1 survey 1 uncertainty-quantification 1 misclassification-detection 1 misclassification 1 visualization 1 torch 1 beginner-friendly 1 oral-cancer 1 multimodal-information-fusion 1 ct-scans 1 3d-convolutional-network 1 domain-adaptation 1 tensorflow 1 research 1 pip 1 healthcare-imaging 1 framework 1 docker 1 clinical-decision-support 1 automl 1 neural-network 1 medmnistv2 1 kolmogorov-arnold-networks 1 vision-transformers 1 medical-report-generate 1