Mansfield, Philip
- Large Language Models Encode Clinical Knowledge
2022/12/26 by Karan Singhal, Shekoofeh Azizi, Singhal, Karan +65 · 5 voices · 340 citations
Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Text Readability and Simplification #Topic Modeling #cs.CL
- Towards Generalist Biomedical AI
2023/07/26 by Tao Tu, Tu, Tao, Shekoofeh Azizi +68 · 3 voices · 68 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · #Topic Modeling #Biomedical Text Mining and Ontologies #Natural Language Processing Techniques
- Towards Expert-Level Medical Question Answering with Large Language Models
2023/05/16 by Karan Singhal, Singhal, Karan, Tao Tu +64 · 4 voices · 44 citations
Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Topic Modeling #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 · 30 citations
Computer Science · Decision Sciences · Mathematics · #Mathematical Biology Tumor Growth #Simulation Techniques and Applications #cs.AI #cs.CL #cs.CV #cs.LG
- Symfind: Addressing the Fragility of Subhalo Finders and Revealing the Durability of Subhalos
2023/08/21 by Philip Mansfield, Mansfield, Philip, Elise Darragh-Ford +7 · 7 citations
Environmental Science · Physics and Astronomy · #Astronomy and Astrophysical Research #Cosmology and Nongalactic Astrophysics (astro-ph.CO) #FOS: Physical sciences #Galaxies: Formation, Evolution, Phenomena #Remote Sensing in Agriculture
- Contrastive Learning for Label-Efficient Semantic Segmentation
2020/12/13 by Xiangyun Zhao, Zhao, Xiangyun, Raviteja Vemulapalli +11 · 3 citations
Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
- EDEN: Exploring Disks Embedded in N-body simulations of Milky-Way-mass halos from Symphony
2024/08/02 by Wang, Yunchong, Mansfield, Philip, Nadler, Ethan O. +4 · 3 citations
#Astrophysics of Galaxies (astro-ph.GA) #Cosmology and Nongalactic Astrophysics (astro-ph.CO) #FOS: Physical sciences
- Augmentations vs Algorithms: What Works in Self-Supervised Learning
2024/03/08 by Warren R. Morningstar, A. Bijamov, Morningstar, Warren +19 · 2 citations
Computer Science · Psychology · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Innovative Teaching and Learning Methods #Machine Learning (cs.LG) #Online Learning and Analytics
- Haunted haloes: tracking the ghosts of subhaloes lost by halo finders
2023/05/01 by Diemer, Benedikt, Behroozi, Peter, Mansfield, Philip · 2 citations
#Astrophysics of Galaxies (astro-ph.GA) #Cosmology and Nongalactic Astrophysics (astro-ph.CO) #FOS: Physical sciences
- Towards Democratization of Subspeciality Medical Expertise
2024/10/01 by Jack W. O’Sullivan, Anil Palepu, O'Sullivan, Jack W. +49 · 2 citations
Medicine · #Artificial Intelligence (cs.AI) #Biomedical Ethics and Regulation #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
- 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