lely475 / SoftCTMLinks
SoftCTM won 3rd place in the OCELOT 2023 Challenge. Multi-organ H&E-based deep learning model for cell detection, applicable for tumor cellularity/ purity/ content estimation.
☆14Updated 8 months ago
Alternatives and similar repositories for SoftCTM
Users that are interested in SoftCTM are comparing it to the libraries listed below
Sorting:
- A repository for Prototype Attention-based Multiple Instance Learning.☆13Updated last year
- Hierarchical Deep Multiple Instance Learning☆11Updated 2 years ago
- Lion-shine / Segment-Membranes-and-Nuclei-from-Histopathological-Images-via-Nuclei-Point-level-Supervision☆10Updated 2 years ago
- Repository for "SAM-Path: A Segment Anything Model for Semantic Segmentation in Digital Pathology" (MedAGI2023, MICCAI2023 workshop)☆50Updated last year
- Pseudo-Bag Mixup Augmentation for Multiple Instance Learning-Based Whole Slide Image Classification (IEEE TMI 2024)☆67Updated 8 months ago
- ☆13Updated 2 years ago
- ☆18Updated 3 years ago
- [ESWA 2023] Implementation of DSCA: A Dual-stream Network with Cross-attention on Whole-Slide Image Pyramids for Cancer Prognosis☆21Updated last year
- NuLite - Lightweight and Fast Model for Nuclei Instance Segmentation and Classification☆30Updated last year
- ☆13Updated 2 years ago
- Efficient subtyping of ovarian cancer histopathology whole slide images using active sampling in multiple instance learning☆11Updated last year
- ☆24Updated 2 years ago
- Implementation of "Dynamic Policy-Driven Adaptive Multi-Instance Learning for Whole Slide Image Classification", (CVPR 2024 Highlight).☆22Updated 9 months ago
- ☆24Updated last year
- PointNu-Net Project☆18Updated last year
- AttriMIL for Whole-Slide Pathological Image Analysis☆18Updated 3 weeks ago
- This Repository is project directory of the Distance Regression and Classification Network (DRCA-Net).DRCA-net is convolutional neural ne…☆13Updated 4 years ago
- Histopathological Image Classification with Cell Morphology Aware Deep Neural Networks☆20Updated 3 months ago
- The code for Kernel attention transformer (KAT)☆35Updated last year
- Iteratively Coupled Multiple Instance Learning☆23Updated last year
- The official repo of "A Multimodal Knowledge-enhanced Whole-slide Pathology Foundation Model"☆36Updated 2 months ago
- MICCAI2023 - TransNuSeg: A Lightweight Multi-Task Transformer for Nuclei Segmentation☆25Updated last year
- [CVPR 2024] Self-Supervised Vision Mamba for Histopathology Images☆57Updated 4 months ago
- PrePATH: A parallel toolkit for Preprocessing WSI☆32Updated 3 weeks ago
- MICCAI-MLMI-2023: A Single-Point Prompt Network for Nuclei Image Segmentation (Boost SAM)☆28Updated 2 years ago
- The implementations for CVPR 2025 paper "Learning Heterogeneous Tissues with Mixture of Experts for Gigapixel Whole Slide Images".☆25Updated 6 months ago
- Official code repository of paper HMIL: Hierarchical Multi-Instance Learning for Fine-Grained WSI Classification☆19Updated 8 months ago
- [MICCAI'23] HIGT: Hierarchical Interaction Graph-Transformer for Whole Slide Image Analysis☆31Updated last year
- ☆14Updated 3 years ago
- CoNIC Challenge☆69Updated last year