Segal, Eran
- Learning Module Networks
2012/10/19 by Eran Segal, Dana Pe’er, Dana Pe'er +8 · 2 citations
Computer Science · Mathematics · #Bayesian Modeling and Causal Inference #Computational Engineering #Data Mining Algorithms and Applications #FOS: Computer and information sciences #Finance #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Rough Sets and Fuzzy Logic #and Science (cs.CE) #cs.CE #cs.LG #stat.ML
- Causal Representation Learning from Multimodal Biomedical Observations
2024/11/10 by Yuewen Sun, Sun, Yuewen, Lingjing Kong +23 · 8 citations
Biochemistry, Genetics and Molecular Biology · Engineering · #Biomedical Text Mining and Ontologies #FOS: Biological sciences #FOS: Computer and information sciences #Fault Detection and Control Systems #Machine Learning (cs.LG) #Methodology (stat.ME) #Quantitative Methods (q-bio.QM)
- Toward AI-Driven Digital Organism: Multiscale Foundation Models for Predicting, Simulating and Programming Biology at All Levels
2024/12/09 by Le Song, Song, Le, Segal, Eran +2 · 3 voices · 2 citations
Decision Sciences · #Artificial Intelligence (cs.AI) #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Quantitative Methods (q-bio.QM) #Scientific Computing and Data Management
- SGAC: A Graph Neural Network Framework for Imbalanced and Structure-Aware AMP Classification
2024/12/20 by Yingxu Wang, Wang, Yingxu, Victor Liang +6 · 3 citations
Biochemistry, Genetics and Molecular Biology · #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Bioinformatics #Quantitative Methods (q-bio.QM)
- From Glucose Patterns to Health Outcomes: A Generalizable Foundation Model for Continuous Glucose Monitor Data Analysis
2024/08/20 by Guy Lutsker, Lutsker, Guy, Gal Sapir +22 · 2 citations
Health Professions · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare #Diabetes Management and Research #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Quantitative Methods (q-bio.QM)
- Generative AI Enables Medical Image Segmentation in Ultra Low-Data Regimes
2024/08/30 by Li Zhang, Basu Jindal, Zhang, Li +13 · 1 citation
Computer Science · Medicine · #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 #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
- ProtoMol: Enhancing Molecular Property Prediction via Prototype-Guided Multimodal Learning
2025/10/19 by Yingxu Wang, Wang, Yingxu, Kunyu Zhang +9 · 3 citations
Computer Science · Materials Science · #Computational Drug Discovery Methods #Advanced Graph Neural Networks #Machine Learning in Materials Science