nyukat / GMIC
An interpretable classifier for high-resolution breast cancer screening images utilizing weakly supervised localization
☆168Updated 3 months ago
Related projects ⓘ
Alternatives and complementary repositories for GMIC
- Meta-repository of screening mammography classifiers☆65Updated 2 years ago
- Weakly-supervised High-resolution Segmentation of Mammography Images for Breast Cancer Diagnosis☆44Updated 2 years ago
- Differences between human and machine perception in medical diagnosis☆33Updated 3 years ago
- 3D-GMIC: an efficient deep neural network to find small objects in large 3D images☆30Updated 2 years ago
- High-resolution breast cancer screening with multi-view deep convolutional neural networks☆154Updated 6 years ago
- An artificial intelligence system for predicting the deterioration of COVID-19 patients in the emergency department☆40Updated 3 years ago
- The official repository of the 2021 Kidney and Kidney Tumor Segmentation Challenge☆173Updated last year
- An example project of how to use a U-Net for segmentation on medical images with PyTorch.☆140Updated 3 months ago
- A Benchmark for Lung and Infection Segmentation in COVID-19 CT scans☆139Updated 3 years ago
- COVID-19 Pneumonia Lesion segmentation network☆87Updated 3 years ago
- This repository holds the code framework used in the paper Reg R-CNN: Lesion Detection and Grading under Noisy Labels. It is a fork of MI…☆51Updated last year
- ☆188Updated 2 years ago
- ☆76Updated last year
- medigan - A Python Library of Pretrained Generative Models for Medical Image Synthesis☆130Updated 3 months ago
- Uncertainty in Medical Image Analysis☆314Updated 3 years ago
- Tensorflow Code for "PHiSeg: Capturing Uncertainty in Medical Image Segmentation", Proc. MICCAI 2019☆123Updated last year
- DeepSEED: 3D Squeeze-and-Excitation Encoder-Decoder ConvNets for Pulmonary Nodule Detection☆109Updated last year
- Lesion and prostate masks for the PROSTATEx training dataset, after a lesion-by-lesion quality check.☆77Updated 2 years ago
- This repository is mainly dedicated for listing the recent research advancements in the application of Self-Supervised-Learning in medica…☆140Updated 3 months ago
- Weakly supervised 3D classification of multi-disease chest CT scans using multi-resolution deep segmentation features via dual-stage CNN …☆32Updated 4 years ago
- Code for our paper SAUNet: Shape Attentive U-Net for Interpretable Medical Image Segmentation. https://arxiv.org/pdf/2001.07645v3.pdf pub…☆94Updated 3 years ago
- This is a reimplementation of AG-CNN. ("Thorax Disease Classification with Attention Guided Convolutional Neural Network","Diagnose like …☆51Updated 2 years ago
- Y-Net: Joint Segmentation and Classification for Diagnosis of Breast Biopsy Images☆136Updated 3 years ago
- Two-Stage Convolutional Neural Network for Breast Cancer Histology Image Classification. ICIAR 2018 Grand Challenge on BreAst Cancer Hist…☆204Updated 5 years ago
- ☆346Updated last month
- Code for analyzing medical images saved as .dicom files☆60Updated 6 years ago
- ☆64Updated 6 months ago
- This repository contains the code of HyperDenseNet, a hyper-densely connected CNN to segment medical images in multi-modal image scenario…☆149Updated 4 years ago
- DeepLearning - Camelyon16 dataset☆115Updated 6 years ago
- Open source lung ultrasound (LUS) data collection initiative for COVID-19.☆152Updated 4 months ago