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

Official Repository of NeurIPS 2023 - MedFM Challenge

a framework for Automated Classification of Medical Images

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

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

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

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

Simple study on ViT performance in medical image classification

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

A collection of papers published in MICCAI 2024 with their code.

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

COVID-19 Classification from 3D CT Images

Solution for NeurIPS 2023 - MedFM Challenge

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.

This is a repository for Data Science Projects.

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

HAM10000 Skin Lesion Classification

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

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

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