yanyongluan / MINNsLinks
Codes for our paper "Revisiting Multiple Instance Neural Networks".
☆66Updated 7 years ago
Alternatives and similar repositories for MINNs
Users that are interested in MINNs are comparing it to the libraries listed below
Sorting:
- Attention-based Deep MIL implementation and application☆156Updated 3 years ago
- cell graph convolutional network☆67Updated 4 years ago
- Multiple instance learning for weakly supervised learning☆37Updated 5 years ago
- TF Implementation of Multiple Instance Learning FCN.☆91Updated 4 years ago
- Weakly Supervised Mitosis Detection in Breast Histopathology Images using Concentric Loss☆25Updated 5 years ago
- Zhu, Wentao, Qi Lou, Yeeleng Scott Vang, and Xiaohui Xie. "Deep Multi-instance Networks with Sparse Label Assignment for Whole Mammogram …☆114Updated 7 years ago
- Pytorch implementation of three Multiple Instance Learning or Multi-classification papers☆133Updated 5 years ago
- This is the source code for training and testing our three class CNN algorithm for generalized nuclei segmentation (IEEE TMI paper) using…☆54Updated 5 years ago
- PyTorch implementation of Multiple-instance learning☆117Updated 6 years ago
- Codes for our MIA paper "DeepMitosis: Mitosis detection via deep detection, verification and segmentation networks".☆24Updated 6 years ago
- Stain normalization parameters used in the paper "F. Ciompi et al., The importance of stain normalization in colorectal tissue classifica…☆28Updated 6 years ago
- Pathologist-level interpretable whole-slide cancer diagnosis with deep learning☆132Updated 6 years ago
- Deep Contour-Aware Networks in TensorFlow☆64Updated 7 years ago
- A Keras implementation of the DeepMIML Network for multi-instance multi-label learning☆128Updated 7 years ago
- Code for tutorial at MICCAI 2022☆94Updated last year
- Multi-Instance-Learning to check breast cancer. An implementation of Patch-based Convolutional Neural Network for Whole Slide Tissue Imag…☆51Updated 7 years ago
- DeepLesion☆23Updated 5 years ago
- Torch implementation for MDNet: A Semantically and Visually Interpretable Medical Image Diagnosis Network☆33Updated 7 years ago
- 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
- Benchmarks on NIH Chest X-ray 14 dataset☆71Updated 7 years ago
- [CVPR 2017] Official Implementation for AIFT☆93Updated 4 years ago
- CNN based segmentation codes☆47Updated 2 years ago
- This repository contains the code necessary in order to reproduce the work contained in the submitted paper: "Segmentation of Nuclei in H…☆53Updated 5 years ago
- unsupervised cell-level visual representation learning☆47Updated 6 years ago
- A Python module that produces image patches and annotation masks from whole slide images for deep learning in digital pathology.☆78Updated 3 years ago
- The colorectal adenoma dataset with image-level labels for weakly supervised learning.☆30Updated 5 years ago
- [TMI'19 & DLMIA'18] Code for "Multi-Task Deep Learning with Margin Ranking Loss for Lung Nodule Analysis".☆45Updated 4 years ago
- This contains an implementation of the SeGAN model for semantic segmentation introduced in https://arxiv.org/pdf/1703.10239.pdf☆103Updated 6 years ago
- Implementation of the paper : https://arxiv.org/abs/1706.04737☆17Updated 6 years ago
- Unofficial implementation for ScanNet (a fast WSI prediction method) in PyTorch.☆22Updated last year