Paul Doucet
- Multimodal Whole Slide Foundation Model for Pathology
2024/11/29 by Tong Ding, Ding, Tong, Sophia J. Wagner +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, Jaume, Guillaume, Paul Doucet +19 · 26 citations
Biochemistry, Genetics and Molecular Biology · #Cancer-related molecular mechanisms research #Molecular Biology Techniques and Applications #Gene expression and cancer classification
- 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
- Bridging Diversity and Uncertainty in Active learning with Self-Supervised Pre-Training
2024/03/06 by Paul Doucet, Doucet, Paul, Benjamin Estermann +5 · 2 citations
Social Sciences · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Problem and Project Based Learning
- 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