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 11 months ago
- Official repository of Benchmarking Self-Supervised Learning on Diverse Pathology Datasets☆90Updated 2 years ago
- Self-Supervised Vision Transformers Learn Visual Concepts in Histopathology (LMRL Workshop, NeurIPS 2021)☆140Updated 3 years ago
- Implementation of Cluster-to-Conquer: A Framework for End-to-End Multi-Instance Learning for Whole Slide Image Classification approach.☆62Updated 4 years ago
- This is the official repository for our CVPR 2023 paper 'Task-Specific Fine-Tuning via Variational Information Bottleneck for Weakly-Supe…☆86Updated last year
- Pretrained model for self supervised histopathology☆120Updated 3 years ago
- DAS-MIL: Distilling Across Scales for MILClassification of Histological WSIs☆62Updated 10 months ago
- H&E tailored Randaugment: automatic data augmentation policy selection for H&E-stained histopathology.☆57Updated 2 years ago
- ☆164Updated last year
- ZoomMIL is a multiple instance learning (MIL) method that learns to perform multi-level zooming for efficient Whole-Slide Image (WSI) cla…☆67Updated 2 years ago
- Code associated to the publication: Scaling self-supervised learning for histopathology with masked image modeling, A. Filiot et al., Med…☆158Updated last year
- One Model is All You Need: Multi-Task Learning Enables Simultaneous Histology Image Segmentation and Classification☆94Updated 10 months ago
- RandStainNA: Simple and efficient augmentations for histology [MICCAI 2022]☆55Updated 2 years ago
- This repository is mainly dedicated for listing the recent research advancements in the application of Self-Supervised-Learning in medica…☆159Updated last year
- Attention-Challenging Multiple Instance Learning for Whole Slide Image Classification (ECCV2024)☆110Updated 5 months ago
- A graph-transformer for whole slide image classification☆172Updated last year
- Stain normalization tools for histological analysis and computational pathology☆153Updated 9 months ago
- Multimodal Co-Attention Transformer for Survival Prediction in Gigapixel Whole Slide Images - ICCV 2021☆219Updated 3 years ago
- StainNet: a fast and robust stain normalization network☆51Updated 3 years ago
- Visual Language Pretrained Multiple Instance Zero-Shot Transfer for Histopathology Images - CVPR 2023☆107Updated 2 years ago
- A Quick Guide on Radiology Image Pre-processing for Deep Learning Applications in Prostate Cancer Research☆27Updated 2 years ago
- Deep Multi-Magnification Network for multi-class tissue segmentation of whole slide images☆26Updated 3 years ago
- ☆331Updated 6 months ago
- Use this to download all elements of the BCSS dataset described in: Amgad M, Elfandy H, ..., Gutman DA, Cooper LAD. Structured crowdsourc…☆167Updated 3 years ago
- ☆71Updated 4 years ago
- ☆56Updated 3 years ago
- Context-Aware Survival Prediction using Patch-based Graph Convolutional Networks - MICCAI 2021☆154Updated last year
- Some stain normalization code☆90Updated 3 years ago
- Two Views breast cancer classifier☆19Updated last month
- ☆101Updated last year