Vorontsov, Eugene

1. A large annotated medical image dataset for the development and evaluation of segmentation algorithms
   2019/02/25 by Amber L. Simpson, Michela Antonelli, Simpson, Amber L. +45 · 59 citations
   Medicine · Computer Science · #COVID-19 diagnosis using AI #Advanced Neural Network Applications #Radiomics and Machine Learning in Medical Imaging
2. Virchow2: Scaling Self-Supervised Mixed Magnification Models in Pathology
   2024/08/01 by Zimmermann, Eric, Vorontsov, Eugene, Viret, Julian +11 · 41 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
3. PRISM: A Multi-Modal Generative Foundation Model for Slide-Level Histopathology
   2024/05/16 by George Shaikovski, Shaikovski, George, Adam Casson +41 · 18 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
4. Virchow: A Million-Slide Digital Pathology Foundation Model
   2023/09/14 by Eugene Vorontsov, Alican Bozkurt, Vorontsov, Eugene +52 · 13 citations
   Computer Science · Medicine · #AI in cancer detection #Radiomics and Machine Learning in Medical Imaging #Digital Imaging for Blood Diseases
5. On orthogonality and learning recurrent networks with long term dependencies
   2017/01/31 by Eugene Vorontsov, Vorontsov, Eugene, Chiheb Trabelsi +5 · 8 citations
   Computer Science · Engineering · #Advanced Neural Network Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and ELM #Neural and Evolutionary Computing (cs.NE) #Sparse and Compressive Sensing Techniques
6. The Importance of Skip Connections in Biomedical Image Segmentation
   2016/08/14 by Drozdzal, Michal, Vorontsov, Eugene, Chartrand, Gabriel +2 · 5 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
7. Towards Non-saturating Recurrent Units for Modelling Long-term Dependencies
   2019/01/22 by Sarath Chandar, Chinnadhurai Sankar, Chandar, Sarath +7 · 6 citations
   Computer Science · #Advanced Neural Network Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural and Evolutionary Computing (cs.NE) #Parallel Computing and Optimization Techniques #Topic Modeling
8. Liver lesion segmentation informed by joint liver segmentation
   2017/07/24 by Vorontsov, Eugene, Tang, An, Pal, Chris +1 · 2 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
9. Non-normal Recurrent Neural Network (nnRNN): learning long time\n dependencies while improving expressivity with transient dynamics
   2019/05/28 by Giancarlo Kerg, Kerg, Giancarlo, Kyle Goyette +11 · 2 citations
   Computer Science · Neuroscience · Physics and Astronomy · #Artificial Intelligence (cs.AI) #Blind Source Separation Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks #Neural Networks and Applications #Neural Networks and Reservoir Computing #Neural dynamics and brain function
10. PRISM2: Unlocking Multi-Modal General Pathology AI with Clinical Dialogue
    2025/06/16 by Vorontsov, Eugene, Shaikovski, George, Casson, Adam +16 · 6 citations
    #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences