yanyongluan / MINNs
Codes for our paper "Revisiting Multiple Instance Neural Networks".
☆66Updated 7 years ago
Related projects ⓘ
Alternatives and complementary repositories for MINNs
- TF Implementation of Multiple Instance Learning FCN.☆90Updated 4 years ago
- Zhu, Wentao, Qi Lou, Yeeleng Scott Vang, and Xiaohui Xie. "Deep Multi-instance Networks with Sparse Label Assignment for Whole Mammogram …☆115Updated 6 years ago
- cell graph convolutional network☆65Updated 4 years ago
- PyTorch implementation of Multiple-instance learning☆117Updated 5 years ago
- Pytorch implementation of three Multiple Instance Learning or Multi-classification papers☆132Updated 5 years ago
- Multiple instance learning for weakly supervised learning☆37Updated 5 years ago
- Attention-based Deep MIL implementation and application☆160Updated 2 years ago
- Weakly Supervised Mitosis Detection in Breast Histopathology Images using Concentric Loss☆24Updated 5 years ago
- A Keras implementation of the DeepMIML Network for multi-instance multi-label learning☆131Updated 7 years ago
- Codes for our MIA paper "DeepMitosis: Mitosis detection via deep detection, verification and segmentation networks".☆24Updated 5 years ago
- Torch implementation for MDNet: A Semantically and Visually Interpretable Medical Image Diagnosis Network☆33Updated 6 years ago
- This is the source code for training and testing our three class CNN algorithm for generalized nuclei segmentation (IEEE TMI paper) using…☆53Updated 4 years ago
- Pathologist-level interpretable whole-slide cancer diagnosis with deep learning☆128Updated 5 years ago
- Stain normalization parameters used in the paper "F. Ciompi et al., The importance of stain normalization in colorectal tissue classifica…☆28Updated 5 years ago
- Benchmarks on NIH Chest X-ray 14 dataset☆70Updated 6 years ago
- [TMI'19 & DLMIA'18] Code for "Multi-Task Deep Learning with Margin Ranking Loss for Lung Nodule Analysis".☆45Updated 3 years ago
- code of DenseVoxNet and 3D-DSN☆87Updated 7 years ago
- DeepLesion☆23Updated 4 years ago
- Code for tutorial at MICCAI 2022☆92Updated last year
- PyTorch implementation for Camelyon17 (Breast Tumor Classification)☆79Updated 6 years ago
- Multi-Instance-Learning to check breast cancer. An implementation of Patch-based Convolutional Neural Network for Whole Slide Tissue Imag…☆51Updated 6 years ago
- Pytorch Implement of Boundary-assisted Region Proposal Networks for Nucleus Segmentation☆19Updated 3 years ago
- Code for Experiments in “Multiple Instance Learning: A Survey of Problem Characteristics and Applications,”☆36Updated 7 years ago
- Unofficial implementation for ScanNet (a fast WSI prediction method) in PyTorch.☆22Updated last year
- This is the Challenge Project of ISBI 2016. Our result ranked in the 1st out of 20+ teams in the August 29 re-submission.☆44Updated 7 years ago
- Code of our MIDL 2018 paper and MedIA extension: https://arxiv.org/abs/1805.04628☆68Updated 5 years ago
- Weakly Supervised Cell Instance Segmentation by Propagating from Detection Response, in MICCAI2019.☆43Updated 3 years ago
- Learning to Exploit the Prior Network Knowledge for Weakly-Supervised Semantic Segmentation☆10Updated 5 years ago
- PAIP2019: Liver Cancer Segmentation☆33Updated last year
- reading list for deep learning —— PHD life☆31Updated 3 years ago