cvlab-stonybrook / SAMPathLinks
Repository for "SAM-Path: A Segment Anything Model for Semantic Segmentation in Digital Pathology" (MedAGI2023, MICCAI2023 workshop)
☆51Updated last year
Alternatives and similar repositories for SAMPath
Users that are interested in SAMPath are comparing it to the libraries listed below
Sorting:
- Python library for processing whole slide images (WSIs) in sdpc format☆67Updated last year
- [CVPR 2024] Feature Re-Embedding: Towards Foundation Model-Level Performance in Computational Pathology☆134Updated 4 months ago
- ☆70Updated 3 years ago
- One Model is All You Need: Multi-Task Learning Enables Simultaneous Histology Image Segmentation and Classification☆99Updated last year
- PointNu-Net Project☆18Updated 2 years ago
- Multi-Scale Representation Attention based Deep Multiple Instance Learning for Gigapixel Whole Slide Image Analysis☆25Updated 2 years ago
- ☆56Updated 9 months ago
- NuLite - Lightweight and Fast Model for Nuclei Instance Segmentation and Classification☆30Updated 3 weeks ago
- Pseudo-Bag Mixup Augmentation for Multiple Instance Learning-Based Whole Slide Image Classification (IEEE TMI 2024)☆67Updated 10 months ago
- The official implementation of GPFM☆114Updated last month
- This is the official repository for our CVPR 2023 paper 'Task-Specific Fine-Tuning via Variational Information Bottleneck for Weakly-Supe…☆90Updated last year
- WSI-SAM☆30Updated last year
- Prototypical multiple instance learning for predicting lymph node metastasis of breast cancer from whole-slide pathological images☆31Updated 2 years ago
- [ICCV 2023 Oral, IJCV 2025] Multiple Instance Learning Framework with Masked Hard Instance Mining for Whole Slide Image Classification☆91Updated last month
- [MICCAI 2023 Oral] The official code of "Pathology-and-genomics Multimodal Transformer for Survival Outcome Prediction" (top 9%)☆108Updated last month
- ViLa-MIL: Dual-scale Vision-Language Multiple Instance Learning for Whole Slide Image Classification (CVPR 2024)☆98Updated 11 months ago
- Context-Aware Survival Prediction using Patch-based Graph Convolutional Networks - MICCAI 2021☆161Updated last year
- CVPR 2023 Highlight☆97Updated last year
- CoNIC Challenge☆69Updated last year
- [MICCAI 2024] Official Code for "MambaMIL: Enhancing Long Sequence Modeling with Sequence Reordering in Computational Pathology"☆109Updated 9 months ago
- DAS-MIL: Distilling Across Scales for MILClassification of Histological WSIs☆65Updated last year
- Official PyTorch implementation of our MICCAI 2022 paper: DGMIL: Distribution Guided Multiple Instance Learning for Whole Slide Image Cla…☆34Updated last year
- ☆38Updated 2 years ago
- NuCLS: A scalable crowdsourcing, deep learning approach and dataset for nucleus classification, localization and segmentation☆55Updated 3 years ago
- ☆24Updated last year
- [ESWA 2023] Implementation of DSCA: A Dual-stream Network with Cross-attention on Whole-Slide Image Pyramids for Cancer Prognosis☆21Updated last year
- MuRCL: Multi-instance Reinforcement Contrastive Learning for Whole Slide Image Classification☆28Updated 4 years ago
- PathDino - Rotation-Agnostic Image Representation Learning for Digital Pathology (CVPR 2024)☆31Updated last year
- The official repo of "A Multimodal Knowledge-enhanced Whole-slide Pathology Foundation Model"☆42Updated 4 months ago
- BEiT-based model Pre-training on Histopathological image☆67Updated 10 months ago