Guillaume Jaume
- Multimodal Whole Slide Foundation Model for Pathology
2024/11/29 by Tong Ding, Sophia J. Wagner, Ding, Tong +43 · 38 citations
Medicine · Computer Science · #Radiomics and Machine Learning in Medical Imaging #AI in cancer detection
- HEST-1k: A Dataset for Spatial Transcriptomics and Histology Image Analysis
2024/06/23 by Guillaume Jaume, Paul Doucet, Jaume, Guillaume +19 · 26 citations
Biochemistry, Genetics and Molecular Biology · #Cancer-related molecular mechanisms research #Molecular Biology Techniques and Applications #Gene expression and cancer classification
- Accelerating Data Processing and Benchmarking of AI Models for Pathology
2025/02/10 by J. Andrew Zhang, Zhang, Andrew, Guillaume Jaume +7 · 23 citations
Computer Science · Medicine · #AI in cancer detection #Radiomics and Machine Learning in Medical Imaging
- Molecular-driven Foundation Model for Oncologic Pathology
2025/01/28 by Anurag Vaidya, Vaidya, Anurag, Andrew Zhang +33 · 18 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Genetics, Bioinformatics, and Biomedical Research #Computational Drug Discovery Methods
- Towards a Visual-Language Foundation Model for Computational Pathology
2023/07/24 by Ming Y. Lu, Lu, Ming Y., Bowen Chen +23 · 5 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #AI in cancer detection #Artificial Intelligence (cs.AI) #Biomedical Text Mining and Ontologies #Computer Vision and Pattern Recognition (cs.CV) #Digital Imaging for Blood Diseases #FOS: Computer and information sciences
- Weakly Supervised Joint Whole-Slide Segmentation and Classification in Prostate Cancer
2023/01/07 by Pushpak Pati, Pati, Pushpak, Guillaume Jaume +11 · 3 citations
Computer Science · Engineering · #AI in cancer detection #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Medical Image Segmentation Techniques #Medical Imaging and Analysis #electronic engineering #information engineering
- Embedding Space Augmentation for Weakly Supervised Learning in Whole-Slide Images
2022/10/31 by Imaad Zaffar, Zaffar, Imaad, Guillaume Jaume +5 · 3 citations
Computer Science · #AI in cancer detection #Advanced Vision and Imaging #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #I.4.0 #I.5.4
- Learning Whole-Slide Segmentation from Inexact and Incomplete Labels\n using Tissue Graphs
2021/03/04 by Valentin Anklin, Pushpak Pati, Anklin, Valentin +15 · 2 citations
Computer Science · Medicine · #AI in cancer detection #Radiomics and Machine Learning in Medical Imaging #Digital Imaging for Blood Diseases
- Differentiable Zooming for Multiple Instance Learning on Whole-Slide Images
2022/04/26 by Kevin Thandiackal, Boqi Chen, Thandiackal, Kevin +11 · 2 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Medicine · #AI in cancer detection #Cancer Genomics and Diagnostics #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Radiomics and Machine Learning in Medical Imaging
- Evidence-based diagnostic reasoning with multi-agent copilot for human pathology
2025/06/26 by Chen, Chengkuan, Weishaupt, Luca L., Drew F. K. Williamson +15 · 8 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomedical Text Mining and Ontologies #Topic Modeling
- A multimodal whole-slide foundation model for pathology
2025/11/01 by Tong Ding, Sophia J. Wagner, Andrew H. Song +26 · 1 voice · 2 citations
Computer Science · #AI in cancer detection #Multimodal Machine Learning Applications #Generative Adversarial Networks and Image Synthesis