NKI-AI / hisslLinks
Histology Self-Supervised Learning
☆15Updated 2 years ago
Alternatives and similar repositories for hissl
Users that are interested in hissl are comparing it to the libraries listed below
Sorting:
- dlup-lightning-mil is an installable repo to easily train deep learning classifiers/regressors on gigapixel histopathology images using D…☆10Updated 3 years ago
- ☆35Updated 2 years ago
- Histopathology Image Analysis☆92Updated last year
- Implementation of Cluster-to-Conquer: A Framework for End-to-End Multi-Instance Learning for Whole Slide Image Classification approach.☆61Updated 3 years ago
- ☆45Updated 2 years ago
- ☆55Updated 3 years ago
- H&E tailored Randaugment: automatic data augmentation policy selection for H&E-stained histopathology.☆54Updated last year
- HoVer-Net inference code for simultaneous nuclear segmentation and classification☆67Updated 2 years ago
- Sparse Convolutional Context-Aware Multiple Instance Learning for Whole Slide Image Classification | https://arxiv.org/abs/2105.02726☆25Updated 3 years ago
- GPU-accelerated stain normalization command line tool☆21Updated last year
- Implementation of LA_MIL, Local Attention Graph-based Transformer for WSIs, PyTorch☆24Updated last year
- Context-Aware Survival Prediction using Patch-based Graph Convolutional Networks - MICCAI 2021☆148Updated last year
- Gpu accelerated vahadane stain normalization for Digital Pathology workflows.☆25Updated last year
- Simple library for preprocessing histopathological whole-slide images (WSI) into tiles (a.k.a. patches) towards deep learning☆54Updated last year
- Histomic Prognostic Signature (HiPS): A population-level computational histologic signature for invasive breast cancer prognosis☆28Updated last year
- Histopathology Slides Preprocessing Pipeline☆38Updated 2 months ago
- ☆61Updated 8 months ago
- Re-implementation of HIPT☆21Updated last month
- A Python package for handling histopathology whole-slide images using multiple instance learning (MIL) techniques.☆30Updated last year
- source code of Inter-MIL: self-interactive multi-instance learning☆14Updated last year
- MICCAI2020. "Multiple Instance Learning with Center Embeddings for Histopathology Image Classification"☆38Updated 4 years ago
- End-to-end pipeline to go from raw H&E slides to normalised extracted features for training☆26Updated last year
- CVPR 2023 Highlight☆88Updated last year
- One Model is All You Need: Multi-Task Learning Enables Simultaneous Histology Image Segmentation and Classification☆90Updated 6 months ago
- A package for working with whole-slide data including a fast batch iterator that can be used to train deep learning models.☆102Updated 6 months ago
- NuCLS: A scalable crowdsourcing, deep learning approach and dataset for nucleus classification, localization and segmentation☆53Updated 3 years ago
- DeeperHistReg - Source Code☆60Updated last year
- ☆37Updated 3 years ago
- ☆52Updated last month
- ZoomMIL is a multiple instance learning (MIL) method that learns to perform multi-level zooming for efficient Whole-Slide Image (WSI) cla…☆66Updated 2 years ago