scjjb / HIPT_ABMIL_ATEC23Links
Predicting Ovarian Cancer Treatment Response in Histopathology using Hierarchical Vision Transformers and Multiple Instance Learning
☆12Updated last year
Alternatives and similar repositories for HIPT_ABMIL_ATEC23
Users that are interested in HIPT_ABMIL_ATEC23 are comparing it to the libraries listed below
Sorting:
- ☆17Updated 2 years ago
- Dataset of 9536 H&E-stained patches for colorectal polyps classification and adenomas grading | ICIP21 https://doi.org/10.1109/ICIP42928.…☆34Updated 2 years ago
- Repository for "Gigapixel Whole-Slide Images Classification using Locally Supervised Learning" (MICCAI 2022)☆28Updated 3 years ago
- Official repository of Benchmarking Self-Supervised Learning on Diverse Pathology Datasets☆90Updated 2 years ago
- Pseudo-Bag Mixup Augmentation for Multiple Instance Learning-Based Whole Slide Image Classification (IEEE TMI 2024)☆64Updated 6 months ago
- Official code for the paper "A Good Feature Extractor Is All You Need for Weakly Supervised Pathology Slide Classification"☆18Updated last year
- CoNIC Challenge☆69Updated last year
- MADELEINE: multi-stain slide representation learning (ECCV'24)☆62Updated 7 months ago
- [NeurIPS 2023 Oral] Quilt-1M: One Million Image-Text Pairs for Histopathology.☆170Updated last year
- Exploring Low-Rank Property in Multiple Instance Learning for Whole Slide Image Classification☆23Updated 9 months ago
- [npj Digital Medicine'24] Aligning Knowledge Concepts to Whole Slide Images for Precise Histopathology Image Analysis☆29Updated 9 months ago
- ☆30Updated 2 years ago
- ☆11Updated 3 years ago
- Official implementation of "ScoreNet: Learning Non-Uniform Attention and Augmentation for Transformer-Based Histopathological Image Class…☆12Updated 2 years ago
- OCELOT 2023: Cell Detection from Cell-Tissue Interaction☆17Updated 2 years ago
- RandStainNA: Simple and efficient augmentations for histology [MICCAI 2022]☆55Updated 2 years ago
- Official PyTorch implementation of our NeurIPS 2022 paper: Weakly Supervised Knowledge Distillation for Whole Slide Image Classification☆67Updated last year
- Histopathology Feature Extractors (2024)☆12Updated last year
- [MICCAI'23] HIGT: Hierarchical Interaction Graph-Transformer for Whole Slide Image Analysis☆31Updated last year
- Interpretable Vision-Language Survival Analysis with Ordinal Inductive Bias for Computational Pathology (ICLR 2025)☆54Updated 5 months ago
- Variance pooling to incorporate ITH in CPath models - MICCAI 2022☆26Updated 3 years ago
- [ECCV 2024] Official Implementation of 《WSI-VQA: Interpreting Whole Slide Image by Generative Question Answering》☆53Updated 9 months ago
- Iteratively Coupled Multiple Instance Learning☆22Updated 10 months ago
- Pytorch implementation of BiomedCLIP vision model with LoRA tuning☆41Updated 2 years ago
- Use streaming to train whole-slides images with single image-level labels, by reducing GPU memory requirements with 99%.☆79Updated 2 years ago
- H&E tailored Randaugment: automatic data augmentation policy selection for H&E-stained histopathology.☆57Updated 2 years ago
- Implementation of PyTorch-based multi-task pre-trained models☆33Updated 5 years ago
- SEGmentation using Graphs with Inexact aNd Incomplete labels☆23Updated 3 years ago
- ☆43Updated 3 years ago
- Visual Language Pretrained Multiple Instance Zero-Shot Transfer for Histopathology Images - CVPR 2023☆107Updated 2 years ago