trinhvg / JCO_Learning-pytorch
Medical Image Analysis (MEDIA_2021) paper: Joint Categorical and Ordinal Learning for Cancer Grading in Pathology Images
☆12Updated last year
Alternatives and similar repositories for JCO_Learning-pytorch:
Users that are interested in JCO_Learning-pytorch are comparing it to the libraries listed below
- IEEE J-BHI paper: MSBP_Net: Multi-scale binary pattern encoding network for cancer classification in pathology images☆11Updated 4 months ago
- RandStainNA: Simple and efficient augmentations for histology [MICCAI 2022]☆53Updated 2 years ago
- Official repository of Benchmarking Self-Supervised Learning on Diverse Pathology Datasets☆84Updated last year
- H&E tailored Randaugment: automatic data augmentation policy selection for H&E-stained histopathology.☆52Updated last year
- StainNet: a fast and robust stain normalization network☆46Updated 3 years ago
- This is the official repository for our CVPR 2023 paper 'Task-Specific Fine-Tuning via Variational Information Bottleneck for Weakly-Supe…☆81Updated 11 months 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
- Pretrained model for self supervised histopathology☆111Updated 2 years ago
- Attention-Challenging Multiple Instance Learning for Whole Slide Image Classification (ECCV2024)☆83Updated 3 weeks ago
- ZoomMIL is a multiple instance learning (MIL) method that learns to perform multi-level zooming for efficient Whole-Slide Image (WSI) cla…☆65Updated 2 years ago
- ☆52Updated 3 years ago
- CoNIC Challenge☆64Updated last year
- Context-Aware Survival Prediction using Patch-based Graph Convolutional Networks - MICCAI 2021☆143Updated 10 months ago
- A Semi-Supervised Multi-Task Learning Framework for Cancer Classification with Weak Annotation in Whole-Slide Images - MedIA 2022☆9Updated last year
- Visual Language Pretrained Multiple Instance Zero-Shot Transfer for Histopathology Images - CVPR 2023☆102Updated last year
- ☆150Updated last year
- Deep Multi-Magnification Network for multi-class tissue segmentation of whole slide images☆25Updated 2 years ago
- One Model is All You Need: Multi-Task Learning Enables Simultaneous Histology Image Segmentation and Classification☆83Updated 4 months ago
- Multimodal Co-Attention Transformer for Survival Prediction in Gigapixel Whole Slide Images - ICCV 2021☆194Updated 3 years ago
- NuCLS: A scalable crowdsourcing, deep learning approach and dataset for nucleus classification, localization and segmentation☆54Updated 2 years ago
- [IEEE TMI 2024] Pseudo-Bag Mixup Augmentation for Multiple Instance Learning-Based Whole Slide Image Classification☆55Updated 2 weeks ago
- Use this to download all elements of the BCSS dataset described in: Amgad M, Elfandy H, ..., Gutman DA, Cooper LAD. Structured crowdsourc…☆151Updated 3 years ago
- [ICCV 2023 Oral] Multiple Instance Learning Framework with Masked Hard Instance Mining for Whole Slide Image Classification☆73Updated 2 weeks ago
- ☆70Updated 3 years ago
- Encoder-Decoder Cell and Nuclei segmentation models☆89Updated last month
- Stain normalization tools for histological analysis and computational pathology☆135Updated 2 months ago
- Code associated to the publication: Scaling self-supervised learning for histopathology with masked image modeling, A. Filiot et al., Med…☆148Updated last year
- End-to-end pipeline to go from raw H&E slides to normalised extracted features for training☆25Updated last year
- Self-Supervised Vision Transformers Learn Visual Concepts in Histopathology (LMRL Workshop, NeurIPS 2021)☆138Updated 2 years ago
- ☆37Updated 3 years ago