jpjuvo / camelyon17-multilevelLinks
Multilevel cnn notebooks for Camelyon17
☆19Updated 5 years ago
Alternatives and similar repositories for camelyon17-multilevel
Users that are interested in camelyon17-multilevel are comparing it to the libraries listed below
Sorting:
- MICCAI2020. "Multiple Instance Learning with Center Embeddings for Histopathology Image Classification"☆38Updated 4 years ago
- [TMI'2021][ISBI MoNuSAC'2020] 11th place solution to Multi-organ nuclei segmentation and classification challenge.☆30Updated 3 years ago
- H&E tailored Randaugment: automatic data augmentation policy selection for H&E-stained histopathology.☆54Updated last year
- PFA-ScanNet: Pyramidal Feature Aggregation With Synergistic Learning for Breast Cancer Metastasis Analysis (Architecture Only Pytorch Imp…☆22Updated 5 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
- Pix2Pix-based Stain-to-Stain Translation: A Solution for Robust Stain Normalization in Histopathology Images Analysis☆33Updated 5 years ago
- ☆61Updated 8 months ago
- ☆52Updated last month
- HoVer-Net inference code for simultaneous nuclear segmentation and classification☆67Updated 2 years ago
- Implementation of LA_MIL, Local Attention Graph-based Transformer for WSIs, PyTorch☆24Updated last year
- ☆55Updated 3 years ago
- ☆35Updated 2 years ago
- Simple library for preprocessing histopathological whole-slide images (WSI) into tiles (a.k.a. patches) towards deep learning☆54Updated last year
- Pathology image classifier architecture☆13Updated 5 years ago
- GPU-accelerated stain normalization command line tool☆21Updated last year
- Histomic Prognostic Signature (HiPS): A population-level computational histologic signature for invasive breast cancer prognosis☆28Updated last year
- ☆37Updated 3 years ago
- color/stain normalization on histological images using Reinhard, Macenko and Vahadane methods☆14Updated 3 years ago
- NuCLS: A scalable crowdsourcing, deep learning approach and dataset for nucleus classification, localization and segmentation☆53Updated 3 years ago
- Re-stained whole slide image alignment☆33Updated last year
- This repository is the official implementation of "Distribution based MIL pooling filters: experiments on a lymph node metastases dataset…☆9Updated last year
- Some stain normalization code☆88Updated 2 years ago
- Official code for Breast Cancer Histopathology Image Classification and Localization using Multiple Instance Learning☆78Updated 5 years ago
- Tool to visualize gigantic pathology images and use AI to segment cancer cells and present as an overlay☆72Updated 4 months ago
- Whole Slide Image segmentation with weakly supervised multiple instance learning on TCGA | MICCAI2020 https://arxiv.org/abs/2004.05024☆138Updated 3 years ago
- ☆64Updated 2 years ago
- Histopathology Image Analysis☆92Updated last year
- Whole Slide Image (WSI) Processing Library for Histopathological / Cytopathological Machine Learning Tasks☆24Updated last year
- ☆45Updated 2 years ago
- This repository contains my implementations of the algorithms which MoNuSAC participants could use for data preparation to train their mo…☆64Updated 3 years ago