Severson, Kristen
- Virchow2: Scaling Self-Supervised Mixed Magnification Models in Pathology
2024/08/01 by Eric Zimmermann, Zimmermann, Eric, Eugene Vorontsov +23 · 55 citations
Engineering · Medicine · #Biomedical and Engineering Education #Body Composition Measurement Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Imaging and Pathology Studies
- PRISM: A Multi-Modal Generative Foundation Model for Slide-Level Histopathology
2024/05/16 by George Shaikovski, Shaikovski, George, Adam Casson +41 · 27 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Medicine · #AI in cancer detection #Biomedical Text Mining and Ontologies #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
- Virchow: A Million-Slide Digital Pathology Foundation Model
2023/09/14 by Eugene Vorontsov, Alican Bozkurt, Vorontsov, Eugene +52 · 18 citations
Computer Science · Medicine · #AI in cancer detection #Radiomics and Machine Learning in Medical Imaging #Digital Imaging for Blood Diseases
- Unsupervised learning with contrastive latent variable models
2018/11/14 by Severson, Kristen, Ghosh, Soumya, Ng, Kenney · 3 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- PRISM2: Unlocking Multi-Modal General Pathology AI with Clinical Dialogue
2025/06/16 by Eugene Vorontsov, George Shaikovski, Vorontsov, Eugene +31 · 6 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning in Healthcare #Topic Modeling