QuIIL / SonnetLinks
SONNET: A self-guided ordinal regression neural network for segmentation and classification of nuclei in large-scale multi-tissue histology images
☆16Updated 3 years ago
Alternatives and similar repositories for Sonnet
Users that are interested in Sonnet are comparing it to the libraries listed below
Sorting:
- SI-MIL☆26Updated 5 months ago
- [MedIA 2024] The implementation of AdvMIL: Adversarial Multiple Instance Learning for the Survival Analysis on Whole-Slide Images☆35Updated last year
- ☆35Updated 2 years ago
- ☆53Updated 2 months ago
- MuRCL: Multi-instance Reinforcement Contrastive Learning for Whole Slide Image Classification☆27Updated 3 years ago
- Repository for the Giga-SSL paper☆24Updated 8 months ago
- [MICCAI'23] HIGT: Hierarchical Interaction Graph-Transformer for Whole Slide Image Analysis☆32Updated 9 months ago
- PathDino - Rotation-Agnostic Image Representation Learning for Digital Pathology (CVPR 2024)☆26Updated last year
- Cell Graph Transformer for Nuclei Classification, AAAI 2024☆22Updated 8 months ago
- ☆27Updated 4 months ago
- ☆23Updated 3 months ago
- This repo provides the pipeline of processing TCGA whole-slide images for downstream pathology analysis.☆70Updated 3 months ago
- [ESWA 2023] Implementation of DSCA: A Dual-stream Network with Cross-attention on Whole-Slide Image Pyramids for Cancer Prognosis☆22Updated last year
- ☆55Updated 3 years ago
- Prototypical multiple instance learning for predicting lymph node metastasis of breast cancer from whole-slide pathological images☆28Updated last year
- Iteratively Coupled Multiple Instance Learning☆21Updated 6 months ago
- Multi-Scale Representation Attention based Deep Multiple Instance Learning for Gigapixel Whole Slide Image Analysis☆26Updated last year
- [IEEE TMI 2024] Pseudo-Bag Mixup Augmentation for Multiple Instance Learning-Based Whole Slide Image Classification☆61Updated 3 months ago
- Gpu accelerated vahadane stain normalization for Digital Pathology workflows.☆25Updated last year
- NuLite - Lightweight and Fast Model for Nuclei Instance Segmentation and Classification☆26Updated 10 months ago
- One Model is All You Need: Multi-Task Learning Enables Simultaneous Histology Image Segmentation and Classification☆90Updated 6 months ago
- ☆25Updated 2 years ago
- Histomic Prognostic Signature (HiPS): A population-level computational histologic signature for invasive breast cancer prognosis☆29Updated last year
- ☆18Updated last year
- ☆21Updated 11 months ago
- NuCLS: A scalable crowdsourcing, deep learning approach and dataset for nucleus classification, localization and segmentation☆54Updated 3 years ago
- [npj Digital Medicine'24] Aligning Knowledge Concepts to Whole Slide Images for Precise Histopathology Image Analysis☆29Updated 5 months ago
- ☆13Updated 2 years ago
- A simple tool used for normalize whole slide images, support macenko, reinhard, vahadane (GPU accelerate)☆24Updated last month
- Evaluation code for the PanNuke dataset☆28Updated 4 years ago