P. Mansfield
- Large Language Models Encode Clinical Knowledge
2022/12/26 by Karan Singhal, Singhal, Karan, Shekoofeh Azizi +65 · 5 voices · 441 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, Shekoofeh Azizi, Tu, Tao +68 · 3 voices · 83 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 · 56 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
- Large language models encode clinical knowledge
2023/07/12 by Karan Singhal, Shekoofeh Azizi, Tao Tu +29 · 376 citations
Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Natural Language Processing Techniques #Topic Modeling
- Capabilities of Gemini Models in Medicine
2024/04/29 by Khaled Saab, Tao Tu, Saab, Khaled +138 · 3 voices · 53 citations
Computer Science · Decision Sciences · Mathematics · #Mathematical Biology Tumor Growth #Simulation Techniques and Applications #cs.AI #cs.CL #cs.CV #cs.LG
- Speaker Diarization with LSTM
2017/10/28 by Quan Wang, Wang, Quan, Carlton Downey +7 · 11 citations
Computer Science · #Speech Recognition and Synthesis #Speech and Audio Processing #Music and Audio Processing
- Multi-planar image formation using NMR spin echoes
1977/02/14 by P Mansfield, P. Mansfield · 3 citations
Medicine · Physics and Astronomy · #Advanced MRI Techniques and Applications #Atomic and Subatomic Physics Research #NMR spectroscopy and applications
- Contrastive Learning for Label-Efficient Semantic Segmentation
2020/12/13 by Xiangyun Zhao, Raviteja Vemulapalli, Zhao, Xiangyun +11 · 5 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
- Links: A High-Dimensional Online Clustering Method
2018/01/30 by P. Mansfield, Mansfield, Philip Andrew, Quan Wang +7 · 3 citations
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Speech and Audio Processing #Video Analysis and Summarization #Video Surveillance and Tracking Methods
- Augmentations vs Algorithms: What Works in Self-Supervised Learning
2024/03/08 by Warren R. Morningstar, Morningstar, Warren, A. Bijamov +19 · 3 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
- Towards Democratization of Subspeciality Medical Expertise
2024/10/01 by Jack W. O’Sullivan, O'Sullivan, Jack W., Anil Palepu +49 · 3 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, Vikram Dhillon, Palepu, Anil +39 · 2 citations
Medicine · #Radiomics and Machine Learning in Medical Imaging #Artificial Intelligence in Healthcare and Education
- SASSL: Enhancing Self-Supervised Learning via Neural Style Transfer
2023/12/02 by Renán A. Rojas-Gómez, Rojas-Gomez, Renan A., Karan Singhal +9 · 1 citation
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Speech Recognition and Synthesis #Speech and dialogue systems #Topic Modeling