Ryutaro Tanno
- Towards Generalist Biomedical AI
2023/07/26 by Tao Tu, Shekoofeh Azizi, Tu, Tao +68 · 3 voices · 61 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · #Topic Modeling #Biomedical Text Mining and Ontologies #Natural Language Processing Techniques
- Accelerating scientific discovery with Co-Scientist
2025/02/26 by Juraj Gottweis, Wei‐Hung Weng, Wei-Hung Weng +97 · 8 voices · 107 citations
Decision Sciences · Biochemistry, Genetics and Molecular Biology · #Academic Publishing and Open Access #Genetics, Bioinformatics, and Biomedical Research #Scientific Computing and Data Management
- Towards Conversational Diagnostic AI
2024/01/11 by Tao Tu, Tu, Tao, Anil Palepu +47 · 9 voices · 10 citations
#cs.AI #cs.CL #cs.LG
- Capabilities of Gemini Models in Medicine
2024/04/29 by Khaled Saab, Saab, Khaled, Tao Tu +138 · 3 voices · 29 citations
Computer Science · Decision Sciences · Mathematics · #Mathematical Biology Tumor Growth #Simulation Techniques and Applications #cs.AI #cs.CL #cs.CV #cs.LG
- Learning From Noisy Labels By Regularized Estimation Of Annotator Confusion
2019/02/10 by Ryutaro Tanno, Tanno, Ryutaro, Ardavan Saeedi +7 · 16 citations
Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Machine Learning and Data Classification
- Generative models improve fairness of medical classifiers under distribution shifts
2023/04/18 by Sofia Ira Ktena, Ktena, Ira, Olivia Wiles +20 · 21 citations
Computer Science · Medicine · Biochemistry, Genetics and Molecular Biology · #AI in cancer detection #Colorectal Cancer Screening and Detection #Cancer Genomics and Diagnostics
- Advancing Multimodal Medical Capabilities of Gemini
2024/05/06 by Lin Yang, Shawn Xu, Yang, Lin +91 · 18 citations
Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Biomedical and Engineering Education #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering Techniques and Practices
- Advancing Conversational Diagnostic AI with Multimodal Reasoning
2025/05/06 by Khaled Saab, Saab, Khaled, Jan Freyberg +73 · 3 voices · 7 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.AI #cs.CL #cs.CV #cs.LG
- Bad Students Make Great Teachers: Active Learning Accelerates Large-Scale Visual Understanding
2023/12/08 by Talfan Evans, Shreya Pathak, Evans, Talfan +9 · 7 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- Disentangling Human Error from the Ground Truth in Segmentation of Medical Images
2020/07/31 by Le Zhang, Zhang, Le, Ryutaro Tanno +12 · 4 citations
Computer Science · #AI in cancer detection #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Consensus, dissensus and synergy between clinicians and specialist foundation models in radiology report generation
2023/11/30 by Ryutaro Tanno, Tanno, Ryutaro, David G. T. Barrett +46 · 2 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #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) #Topic Modeling #electronic engineering #information engineering
- Uncertainty Quantification in Deep Learning for Safer Neuroimage Enhancement
2019/07/31 by Ryutaro Tanno, Tanno, Ryutaro, Daniel E. Worrall +15 · 1 citation
Computer Science · Engineering · Physics and Astronomy · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Signal Denoising Methods #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks #Sparse and Compressive Sensing Techniques #electronic engineering #information engineering
- Adaptive Neural Trees
2018/07/17 by Ryutaro Tanno, Kai Arulkumaran, Tanno, Ryutaro +7 · 1 citation
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Neural Networks and Applications #Neural and Evolutionary Computing (cs.NE)
- Exploring Large Language Models for Specialist-level Oncology Care
2024/11/05 by Anil Palepu, Palepu, Anil, Vikram Dhillon +39 · 2 citations
Medicine · #Radiomics and Machine Learning in Medical Imaging #Artificial Intelligence in Healthcare and Education
- Towards Democratization of Subspeciality Medical Expertise
2024/10/01 by Jack W. O’Sullivan, Anil Palepu, O'Sullivan, Jack W. +49 · 1 citation
Medicine · #Artificial Intelligence (cs.AI) #Biomedical Ethics and Regulation #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
- A prospective clinical feasibility study of a conversational diagnostic AI in an ambulatory primary care clinic
2026/03/09 by Peter Brodeur, Jacob M. Koshy, Anil Palepu +45 · 2 voices · 1 citation
Computer Science · #cs.HC #cs.AI #cs.CL #cs.LG