YC-Coder-Chen / Detecting-Cancer-on-Gigapixel-ImagesLinks
Columbia University Applied Deep Learning Project: Detecting Cancer Metastases on Gigapixel Pathology Images
☆15Updated 5 years ago
Alternatives and similar repositories for Detecting-Cancer-on-Gigapixel-Images
Users that are interested in Detecting-Cancer-on-Gigapixel-Images are comparing it to the libraries listed below
Sorting:
- PFA-ScanNet: Pyramidal Feature Aggregation With Synergistic Learning for Breast Cancer Metastasis Analysis (Architecture Only Pytorch Imp…☆22Updated 5 years ago
- SEGmentation using Graphs with Inexact aNd Incomplete labels☆23Updated 3 years ago
- this repo is for Grand Challenge WSSS4LUAD, detail information about the contest is on https://wsss4luad.grand-challenge.org/WSSS4LUAD/☆20Updated 3 years ago
- ☆37Updated 3 years ago
- Unofficial implementation for ScanNet (a fast WSI prediction method) in PyTorch.☆22Updated last year
- MICCAI2020. "Multiple Instance Learning with Center Embeddings for Histopathology Image Classification"☆38Updated 4 years ago
- ☆30Updated 5 years ago
- Code for the DRA-Net☆7Updated 3 years ago
- Codes for Fast GPU-Enabled Color Normalization of Whole Slide Images in Digital Pathology☆19Updated 5 years ago
- Dataset of 9536 H&E-stained patches for colorectal polyps classification and adenomas grading | ICIP21 https://doi.org/10.1109/ICIP42928.…☆33Updated 2 years ago
- Public code for Hybrid Supervision Learning for Pathology Whole Slide Image Classification, MICCAI2021☆12Updated 3 years ago
- Implementation of Cluster-to-Conquer: A Framework for End-to-End Multi-Instance Learning for Whole Slide Image Classification approach.☆61Updated 3 years ago
- Divide-and-Rule: Self-Supervised Learning for Survival Analysis in Colorectal Cancer☆24Updated last year
- ☆16Updated last year
- Multilevel cnn notebooks for Camelyon17☆19Updated 5 years ago
- This repository contains my implementations of the algorithms which we used for evaluation of the MoNuSeg challenge at MICCAI 2018.☆44Updated 3 years ago
- Repository for "Gigapixel Whole-Slide Images Classification using Locally Supervised Learning" (MICCAI 2022)☆28Updated 2 years ago
- ☆17Updated 2 years ago
- ☆28Updated 3 years ago
- Multi-Instance-Learning to check breast cancer. An implementation of Patch-based Convolutional Neural Network for Whole Slide Tissue Imag…☆51Updated 7 years ago
- ☆14Updated 6 years ago
- Predicting gastric cancer outcome from resected lymph node histopathology images using deep learning☆36Updated 4 years ago
- A biologically interpretable integrative deep learning model that integrates PAthological images and GEnomic data☆18Updated 4 years ago
- MICCAI2021 Paper: Self-supervised visual representation learning for histopathological images☆29Updated 2 years ago
- CBMIL: Clustering-based Multi-instance Learning Network for Whole Slide Image Classification☆11Updated 2 years ago
- Tumor classification. TF Slim implementation of Camelyon 16 challenge (WIP)