trinhvg / JCO_Learning-pytorchLinks
Medical Image Analysis (MEDIA_2021) paper: Joint Categorical and Ordinal Learning for Cancer Grading in Pathology Images
☆12Updated 2 years ago
Alternatives and similar repositories for JCO_Learning-pytorch
Users that are interested in JCO_Learning-pytorch are comparing it to the libraries listed below
Sorting:
- IEEE J-BHI paper: MSBP_Net: Multi-scale binary pattern encoding network for cancer classification in pathology images☆11Updated last year
- Self-Supervised Vision Transformers Learn Visual Concepts in Histopathology (LMRL Workshop, NeurIPS 2021)☆142Updated 3 years ago
- Official repository of Benchmarking Self-Supervised Learning on Diverse Pathology Datasets☆91Updated 2 years ago
- StainNet: a fast and robust stain normalization network☆51Updated 4 years ago
- Pretrained model for self supervised histopathology☆121Updated 3 years ago
- This is the official repository for our CVPR 2023 paper 'Task-Specific Fine-Tuning via Variational Information Bottleneck for Weakly-Supe…☆88Updated last year
- Some stain normalization code☆93Updated 3 years ago
- RandStainNA: Simple and efficient augmentations for histology [MICCAI 2022]☆56Updated 2 years ago
- Implementation of Cluster-to-Conquer: A Framework for End-to-End Multi-Instance Learning for Whole Slide Image Classification approach.☆59Updated 4 years ago
- ZoomMIL is a multiple instance learning (MIL) method that learns to perform multi-level zooming for efficient Whole-Slide Image (WSI) cla…☆68Updated 3 years ago
- ☆57Updated 3 years ago
- ☆167Updated 2 years ago
- DAS-MIL: Distilling Across Scales for MILClassification of Histological WSIs☆63Updated last year
- ☆71Updated 4 years ago
- Context-Aware Survival Prediction using Patch-based Graph Convolutional Networks - MICCAI 2021☆157Updated last year
- A graph-transformer for whole slide image classification☆175Updated last year
- Deep Multi-Magnification Network for multi-class tissue segmentation of whole slide images☆27Updated 2 months ago
- Stain normalization tools for histological analysis and computational pathology☆165Updated last month
- H&E tailored Randaugment: automatic data augmentation policy selection for H&E-stained histopathology.☆57Updated 2 years ago
- Multimodal Co-Attention Transformer for Survival Prediction in Gigapixel Whole Slide Images - ICCV 2021☆229Updated 3 years ago
- ☆101Updated 2 years ago
- ☆29Updated 2 years ago
- Code associated to the publication: Scaling self-supervised learning for histopathology with masked image modeling, A. Filiot et al., Med…☆163Updated last year
- Interpretable Gland-Graph Networks☆22Updated last year
- Attention-Challenging Multiple Instance Learning for Whole Slide Image Classification (ECCV2024)☆123Updated 7 months ago
- One Model is All You Need: Multi-Task Learning Enables Simultaneous Histology Image Segmentation and Classification☆99Updated last year
- MG-Trans: Multi-scale Graph Transformer with Information Bottleneck for Whole Slide Image Classification (TMI 2023)☆20Updated 10 months ago
- Hover-net for nuclei instance segmentation and classification☆16Updated 3 years ago
- Simple library for preprocessing histopathological whole-slide images (WSI) into tiles (a.k.a. patches) towards deep learning☆56Updated 2 years ago
- ☆37Updated 2 years ago