Ien001 / AG-CNN
This is a reimplementation of AG-CNN. ("Thorax Disease Classification with Attention Guided Convolutional Neural Network","Diagnose like a Radiologist: Attention Guided Convolutional Neural Network for Thorax Disease Classification")
☆51Updated 2 years ago
Alternatives and similar repositories for AG-CNN:
Users that are interested in AG-CNN are comparing it to the libraries listed below
- COVID-19 Pneumonia Lesion segmentation network☆88Updated 3 years ago
- In this project an Attention Guided CNN was modeled & trained on the chest XRAY dataset provided by NIH & followed the paper: Guan, Q., H…☆13Updated 5 years ago
- Code for TMI paper: Patch-based Output Space Adversarial Learning for Joint Optic Disc and Cup Segmentation☆53Updated 4 years ago
- X-Net: Brain Stroke Lesion Segmentation Based on Depthwise Seperable Convolution and Long Range Dependencies (MICCAI 2019)☆52Updated 4 years ago
- DeepSEED: 3D Squeeze-and-Excitation Encoder-Decoder ConvNets for Pulmonary Nodule Detection☆111Updated last year
- A Benchmark for Lung and Infection Segmentation in COVID-19 CT scans☆142Updated 3 years ago
- OpenCovidDetector is an opensource COVID-19 diagnosis system implementing on pytorch, which is also as presented in our paper: Developmen…☆24Updated 4 years ago
- Code for tutorial at MICCAI 2022☆93Updated last year
- The model of "Attention Based Glaucoma Detection: A Large-scale Database with a CNN Model" (CVPR2019)☆74Updated 2 months ago
- This repository contains the code of HyperDenseNet, a hyper-densely connected CNN to segment medical images in multi-modal image scenario…☆149Updated 5 years ago
- [TMI'20] Unpaired Multi-modal Segmentation via Knowledge Distillation☆110Updated last year
- All credit goes to the authors listed at https://journals.plos.org/plosmedicine/article?id=10.1371/journal.pmed.1002699☆33Updated 6 years ago
- Lung Segmentation on RSNA Pneumonia Detection Dataset☆26Updated 6 years ago
- [TMI'20] Semi-supervised Medical Image Classification with Relation-driven Self-ensembling Model☆133Updated 4 years ago
- Pytorch version of the HyperDenseNet deep neural network for multi-modal image segmentation☆78Updated 5 years ago
- ☆57Updated 2 years ago
- Dependent Multi-Task Learning for the Segmentation of Thoracic Organs at Risk in CT Images☆2Updated 2 years ago
- Scripts for the preprocessing of LIDC-IDRI data☆77Updated 5 years ago
- ☆182Updated 5 years ago
- This Repo containes the implemnetation of generating Guided-GradCAM for 3D medical Imaging using Nifti file in tensorflow 2.0. Different …☆103Updated 4 years ago
- Code for training a 3DUnet for Brain tumour segmentation from Brats 2019 dataset; for feature extraction from the segmented volumes and f…☆23Updated 4 years ago
- TMI 19: CANet: Cross-disease Attention Network for Joint Diabetic Retinopathy and Diabetic Macular Edema Grading☆81Updated 4 years ago
- ☆76Updated last year
- [IEEE-TMI2020] Inter-slice Context Residual Learning for 3D Medical Image Segmentation☆53Updated 3 years ago
- Code for Comprehensive Attention Convolutional Neural Networks for Explainable Medical Image Segmentation.☆172Updated 4 years ago
- PyTorch implementation of 'Squeeze and Excite' Guided Few Shot Segmentation of Volumetric Scans☆108Updated 5 years ago
- SANet: A Slice-Aware Network for Pulmonary Nodule Detection☆70Updated last year
- Official Keras & PyTorch Implementation and Pre-trained Models for Semantic Genesis - MICCAI 2020☆81Updated 3 years ago
- ☆39Updated 4 years ago
- Visual Explanations From Deep 3D Convolutional Neural Networks for Alzheimer's Disease Classification☆72Updated 2 years ago