hungntt / xai_thyroid
Classification and Object Detection XAI methods (CAM-based, backpropagation-based, perturbation-based, statistic-based) for thyroid cancer ultrasound images
☆49Updated 3 months ago
Related projects: ⓘ
- Trained a Multi-Layer Perceptron, AlexNet and pre-trained InceptionV3 architectures on NVIDIA GPUs to classify Brain MRI images into meni…☆27Updated last year
- Deep learning-based segmentation and classification of lung nodules☆25Updated 3 years ago
- Myocardial Infarction Detection☆20Updated 11 months ago
- ☆116Updated last year
- Deep learning CNN model for detecting retina damage from Optical Coherence Tomography (OCT) Images.☆10Updated 3 years ago
- This Machine Learning course project is on 3D MRI image analysis for Alzheimer's disease prediction. Transfer Learning is used for classi…☆11Updated 3 years ago
- Implementation of the technique introduced in the paper "GAN-based Synthetic Medical Image Augmentation for increased CNN Performance in …☆15Updated 4 years ago
- ☆39Updated 10 months ago
- Lung Nodules Segmentation from CT scans using CNN.☆12Updated last year
- FixCaps: An Improved Capsules Network for Diagnosis of Skin Cancer，DOI: 10.1109/ACCESS.2022.3181225☆29Updated last year
- some resources on my path in deep learning and medical image analysis☆36Updated 2 months ago
- This is a 5 Class Image Classification Task based on a Kaggle dataset from Eye Images (Aravind Eye hospital) - APTOS 2019 Challenge. The …☆71Updated 4 years ago
- This Repo containes the implemnetation of generating Guided-GradCAM for 3D medical Imaging using Nifti file in tensorflow 2.0. Different …☆98Updated 4 years ago
- This repository contains all code snippets and reports for a master's degree thesis focused on automatic Alzheimer diagnosis using Deep L…☆40Updated 3 years ago
- ☆14Updated 3 years ago
- MICCAI 2021 Code for the paper: Ultrasound Video Transformers for Cardiac Ejection Fraction Estimation☆32Updated 2 years ago
- ☆14Updated last year
- This repository hosts all the code and information related to CAMUS challenge.☆18Updated 4 years ago
- Multimodal Brain Tumor Segmentation using BraTS 2018 Dataset.☆47Updated 3 years ago
- Multimodal Brain mpMRI segmentation on BraTS 2023 and BraTS 2021 datasets.☆38Updated this week
- Deep Multimodal Guidance for Medical Image Classification: https://arxiv.org/pdf/2203.05683.pdf☆28Updated 3 months ago
- Communicative Multiagent Deep Reinforcement Learning for Anatomical Landmark Detection using PyTorch.☆78Updated 3 months ago
- Predicting Myocardial Infarction through Retinal Scans and Minimal Personal Information☆23Updated 2 years ago
- This repo contains Grad-CAM for 3D volumes.☆75Updated 4 years ago
- Image Segmentation using U-Net, U-Net with skip connections and M-Net architectures☆14Updated 2 years ago
- Actively maintained and comprehensive public glaucoma dataset catalog☆47Updated last month
- Identifying tumours in breast mammograms using semantic segmentation in Tensorflow 2.0.☆38Updated 3 years ago
- Classification and Gradient-based Localization of Chest Radiographs using PyTorch.☆49Updated 3 years ago
- Evaluation of Thyroid Nodules Seen on Ultrasound Using Multi-task Deep Convolutional Neural Network (CNN)☆49Updated last year
- Retinal Vessel Segmentation using U-Net architecture. DRIVE and STARE datasets are used.☆62Updated last year