3  Modelller

3.1 Spesifik Modeller - Specific Models

histai

SPIDER - models and datasets

https://huggingface.co/collections/histai/spider-models-and-datasets-6814834eca365b006389c117

3.2 Temel Modeller - Foundation Models

paige-ai

Virchow

• A foundation model for clinical-grade computational pathology and rare cancers detection (Vorontsov et al. 2024)
• https://www.nature.com/articles/s41591-024-03141-0
• https://huggingface.co/paige-ai/Virchow
• https://github.com/Paige-AI/paige-ml-sdk

histai

HIBOU - Foundation models

• https://huggingface.co/collections/histai/hibou-foundation-models-68148a26ac6821b706ccd4d6

google/path-foundation

• https://huggingface.co/google/path-foundation

OpenFace-CQUPT/Pathology-LLaVA

• https://huggingface.co/OpenFace-CQUPT/Pathology-LLaVA

Meta Segment Anything Model 2

• https://github.com/facebookresearch/sam2

MedImageInsight: Open-Source Medical Image Embedding Model

• https://huggingface.co/lion-ai/MedImageInsights

BioGPT: Generative Pre-trained Transformer for Biomedical Text Generation and Mining

• https://github.com/microsoft/BioGPT

BioMistral: A Collection of Open-Source Pretrained Large Language Models for Medical Domains

• https://huggingface.co/BioMistral/BioMistral-7B

VideoPath-LLaVA: Pathology Diagnostic Reasoning Through Video Instruction Tuning

• https://trinhvg.github.io/videopath-llava.github.io/

3.3 Konularına göre repolar - Repositories by Topics

https://huggingface.co/models?other=pathology&sort=trending | Models - Hugging Face https://github.com/topics/pathology | pathology · GitHub Topics https://github.com/topics/digital-pathology | digital-pathology · GitHub Topics https://github.com/topics/whole-slide-imaging | whole-slide-imaging · GitHub Topics https://github.com/slideflow/slideflow | slideflow/slideflow: Powerful, open-source AI tools for digital pathology. https://github.com/topics/computational-pathology | computational-pathology · GitHub Topics https://github.com/topics/histopathology | histopathology · GitHub Topics https://github.com/topics/whole-slide-image | whole-slide-image · GitHub Topics

Vorontsov, Eugene, Alican Bozkurt, Adam Casson, George Shaikovski, Michal Zelechowski, Kristen Severson, Eric Zimmermann, et al. 2024. “A Foundation Model for Clinical-Grade Computational Pathology and Rare Cancers Detection.” Nature Medicine 30 (10): 2924–35. https://doi.org/10.1038/s41591-024-03141-0.