Lu, Ming Y.
- Data Efficient and Weakly Supervised Computational Pathology on Whole Slide Images
2020/04/20 by Lu, Ming Y., Williamson, Drew F. K., Chen, Tiffany Y. +3 · 98 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Biological sciences #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Tissues and Organs (q-bio.TO) #electronic engineering #information engineering
- Multimodal Whole Slide Foundation Model for Pathology
2024/11/29 by Tong Ding, Sophia J. Wagner, Ding, Tong +43 · 40 citations
Medicine · Computer Science · #Radiomics and Machine Learning in Medical Imaging #AI in cancer detection
- Whole Slide Images are 2D Point Clouds: Context-Aware Survival Prediction using Patch-based Graph Convolutional Networks
2021/07/27 by Chen, Richard J., Lu, Ming Y., Shaban, Muhammad +4 · 15 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Biological sciences #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Tissues and Organs (q-bio.TO) #electronic engineering #information engineering
- Visual Language Pretrained Multiple Instance Zero-Shot Transfer for Histopathology Images
2023/06/13 by Lu, Ming Y., Chen, Bowen, Zhang, Andrew +6 · 20 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Pathomic Fusion: An Integrated Framework for Fusing Histopathology and Genomic Features for Cancer Diagnosis and Prognosis
2019/12/18 by Richard J. Chen, Ming Y. Lu, Chen, Richard J. +11 · 12 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: Biological sciences #FOS: Computer and information sciences #Genomics (q-bio.GN) #Radiomics and Machine Learning in Medical Imaging #Tissues and Organs (q-bio.TO)
- HEST-1k: A Dataset for Spatial Transcriptomics and Histology Image Analysis
2024/06/23 by Guillaume Jaume, Paul Doucet, Jaume, Guillaume +19 · 27 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, Andrew Zhang, Vaidya, Anurag +33 · 18 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Genetics, Bioinformatics, and Biomedical Research #Computational Drug Discovery Methods
- Federated Learning for Computational Pathology on Gigapixel Whole Slide\n Images
2020/09/21 by Ming Y. Lu, Dehan Kong, Lu, Ming Y. +13 · 4 citations
Computer Science · Medicine · #AI in cancer detection #Computer Vision and Pattern Recognition (cs.CV) #FOS: Biological sciences #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Radiomics and Machine Learning in Medical Imaging #Tissues and Organs (q-bio.TO) #electronic engineering #information engineering
- 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
- A General-Purpose Self-Supervised Model for Computational Pathology
2023/08/29 by Chen, Richard J., Ding, Tong, Lu, Ming Y. +17 · 5 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Biological sciences #FOS: Computer and information sciences #Tissues and Organs (q-bio.TO)
- Evidence-based diagnostic reasoning with multi-agent copilot for human pathology
2025/06/26 by Chen, Chengkuan, Drew F. K. Williamson, Weishaupt, Luca L. +15 · 8 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomedical Text Mining and Ontologies #Topic Modeling
- A Foundational Multimodal Vision Language AI Assistant for Human Pathology
2023/12/13 by Ming Y. Lu, Bowen Chen, Lu, Ming Y. +19 · 2 citations
Medicine · Computer Science · #Artificial Intelligence in Healthcare and Education #Topic Modeling #AI in cancer detection
- Do Multiple Instance Learning Models Transfer?
2025/06/10 by Daniel Shao, Shao, Daniel, Richard J. Chen +11 · 7 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · #AI in cancer detection #Medical Image Segmentation Techniques #Cell Image Analysis Techniques
- Deep Learning-based Frozen Section to FFPE Translation
2021/07/25 by Kutsev Bengisu Ozyoruk, Sermet Can, Ozyoruk, Kutsev Bengisu +26 · 1 citation
Computer Science · Medicine · #AI in cancer detection #Radiomics and Machine Learning in Medical Imaging #Colorectal Cancer Screening and Detection
- A Foundation Model for Spatial Proteomics
2025/06/03 by Muhammad Shaban, Shaban, Muhammad, Yuzhou Chang +113 · 3 citations
Biochemistry, Genetics and Molecular Biology · #Advanced Fluorescence Microscopy Techniques #Artificial Intelligence (cs.AI) #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Single-cell and spatial transcriptomics
- AI-driven 3D Spatial Transcriptomics
2025/02/25 by Cristina Almagro-Pérez, Andrew H. Song, Almagro-Pérez, Cristina +29 · 2 citations
Biochemistry, Genetics and Molecular Biology · #Applications (stat.AP) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Single-cell and spatial transcriptomics