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检索条件"机构=Division of Biomedical Informatics and Data Science"
321 条 记 录,以下是21-30 订阅
排序:
Predicting positive Clostridioides difficile test results using large-scale longitudinal data of demographics and medication history
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Heliyon 2025年 第1期11卷 e41350页
作者: Pham, Anh El-Kareh, Robert Myers, Frank Ohno-Machado, Lucila Kuo, Tsung-Ting Division of Biomedical Informatics Department of Medicine University of California San Diego La Jolla CA United States UCSD Health System San Diego CA United States Department of Biomedical Informatics and Data Science Yale School of Medicine New Haven CT United States Department of Surgery Yale School of Medicine New Haven CT United States
Background: Clostridioides difficile infection is a major health threat. Healthcare institutions have strong medical and financial incentives to keep infections under control. Blanket testing at admission is in genera... 详细信息
来源: 评论
AB1656 THE USE OF MACHINE LEARNING METHODS IN OPIOID-ASSOCIATED OUTCOMES RESEARCH: A SYSTEMATIC REVIEW
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Annals of the Rheumatic Diseases 2023年 82卷 2063-2064页
作者: C. Ramirez Medina J. Benitez-Aurioles D. Jenkins M. Jani The University of Manchester Musculoskeletal and Dermatological Science Centre for Epidemiology Versus Arthritis Manchester United Kingdom The University of Manchester Division of Informatics Imaging and Data Science Manchester United Kingdom NIHR Manchester Biomedical Research Unit Manchester University NHS Foundation Trust Manchester Academic Health Science Centre Manchester United Kingdom
Background Prescription opioids have been a considerable contributor towards the opioid epidemic, a major public health concern with profound economic repercussions and mortality. In order to address the opioid crisis...
来源: 评论
BiomedRAG: A Retrieval augmented Large Language Model for Biomedicine
arXiv
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arXiv 2024年
作者: Li, Mingchen Kilicoglu, Halil Xu, Hua Zhang, Rui Division of Computational Health Sciences Department of Surgery University of Minnesota MinneapolisMN United States School of Information Sciences University of Illinois at Urbana-Champaign Champaign United States Section of Biomedical Informatics and Data Science School of Medicine Yale University New HavenCT United States
Large Language Models (LLMs) have swiftly emerged as vital resources for different applications in the biomedical and healthcare domains;however, these models encounter issues such as generating inaccurate information... 详细信息
来源: 评论
SAPIENT: Mastering Multi-turn Conversational Recommendation with Strategic Planning and Monte Carlo Tree Search
arXiv
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arXiv 2024年
作者: Du, Hanwen Peng, Bo Ning, Xia Department of Computer Science and Engineering The Ohio State University United States Division of Medicinal Chemistry and Pharmacognosy College of Pharmacy The Ohio State University United States Department of Biomedical Informatics The Ohio State University United States Translational Data Analytics Institute The Ohio State University United States
Conversational Recommender Systems (CRS) proactively engage users in interactive dialogues to elicit user preferences and provide personalized recommendations. Existing methods train Reinforcement Learning (RL)-based ... 详细信息
来源: 评论
Adverse Drug Reaction Posts Detection with a Bi-LSTM based approach
Adverse Drug Reaction Posts Detection with a Bi-LSTM based a...
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International Conference on Big data and Smart Computing (BIGCOMP)
作者: Chung-Chun Lee Seunghee Lee Mi Hwa Song Suehyun Lee Jong-Yeop Kim Department of Biomedical Informatics College of Medicine Konyang University Daejeon Republic of Korea Healthcare Data Science Center Konyang Univ. Medical Center Daejeon Republic of Korea Division of Information and Communication Sciences Semyung University Jecheon Republic of Korea
Social Network Services (SNS) is currently the most active communication platform, generating big data every day. In the field of pharmacovigilance, it is also an interesting research topic to extract meaningful infor... 详细信息
来源: 评论
Biomedrag: A Retrieval Augmented Large Language Model for Biomedicine
SSRN
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SSRN 2024年
作者: Li, Mingchen Kilicoglu, Halil Xu, Hua Zhang, Rui Division of Computational Health Sciences Department of Surgery University of Minnesota MinneapolisMN United States School of Information Sciences University of Illinois at Urbana-Champaign Champaign IL United States Section of Biomedical Informatics and Data Science School of Medicine Yale University New HavenCT United States
Retrieval-augmented generation (RAG) offers a solution by retrieving knowledge from an established database to avoid hallucination of large language models (LLM). However, these models utilize specialized cross-attent... 详细信息
来源: 评论
Pupillometry examinations of the human eye with the eye diagnostic device PEP-2000-First results
Pupillometry examinations of the human eye with the eye diag...
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作者: Schieding, Nikola Reuter, Thomas Grundmann, Andreas Walther, Sebastian Klee, Sascha ICM-Institut Chemnitzer Maschinen-und Anlagenbau E.V. Otto-SchmerbachStr. 19 Chemnitz09117 Germany Department of General Health Studies Division Biostatistics and Data Science Karl Landsteiner University of Health Sciences Krems an der Donau Austria Institute of Biomedical Engineering and Informatics Faculty of Computer Sciences and Automation Tu Ilmenau Ilmenau Germany
Pupillometry forms the diagnostic basis for numerous pathologies of the eye. For this reason, fast and accurate diagnostics in the field of ophthalmology are essential. Two examination techniques, full-field ERG and p... 详细信息
来源: 评论
Repurposing Drugs for Alzheimer's Diseases through Link Prediction on biomedical Literature  11
Repurposing Drugs for Alzheimer's Diseases through Link Pred...
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11th IEEE International Conference on Healthcare informatics, ICHI 2023
作者: Xiao, Yongkang Hou, Yu Zhou, Huixue Diallo, Gayo Fiszman, Marcelo Wolfson, Julian Kilicoglu, Halil Chen, You Xu, Hua Mantyh, William G. Zhang, Rui University of Minnesota Institute for Health Informatics MinneapolisMN United States University of Minnesota Department of Surgery MinneapolisMN United States University of Bordeaux Inria Sistm Team AHeaD Inserm 1219 Bordeaux Population Health F-33000 France Pontifical Catholic University of Rio de Janeiro Nites - Núcleo de Inovação e Tecnologia em Saúde Brazil University of Minnesota Division of Biostatistics School of Public Health MinneapolisMN United States University of Illinois Urbana-Champaign School of Information Sciences ChampaignIL United States Vanderbilt University Medical Center Department of Biomedical Informatics NashvilleTN United States Yale University Section of Biomedical Informatics and Data Science New HavenCT United States University of Minnesota Department of Neurology MinneapolisMN United States
Recently, computational drug repurposing has emerged as a promising method for identifying new interventions for diseases. This study predicts novel drugs for Alzheimer's disease (AD) through link prediction on ou... 详细信息
来源: 评论
Heightened COVID-19 Mortality in People With Severe Mental Illness Persists After Vaccination: A Cohort Study of Greater Manchester Residents (vol 49, pg 275, 2023)
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SCHIZOPHRENIA BULLETIN 2023年 第5期49卷 1399-1403页
作者: Hassan, Lamiece Sawyer, Chelsea Peek, Niels Lovell, Karina Carvalho, Andre F. Solmi, Marco Tilston, George Sperrin, Matthew Firth, Joseph Division of Psychology and Mental Health The University of Manchester Manchester Academic Health Science Centre Manchester M13 9PL UK Centre for Health Informatics Division of Informatics Imaging and Data Sciences The University of Manchester M13 9PL UK NIHR Greater Manchester Patient Safety Translational Research Centre The University of Manchester Manchester UK Manchester Academic Health Science Centre National Institute for Health Research Manchester Biomedical Research Centre The University of Manchester Manchester M13 9PL UK Division of Nursing Midwifery and Social Work University of Manchester Manchester Academic Health Science Centre Manchester M13 9PL UK IMPACT (Innovation in Mental and Physical Health and Clinical Treatment) Strategic Research Centre School of Medicine Barwon Health Deakin University Geelong Victoria Australia Psychiatry Department University of Ottawa Ottawa ON Canada The Ottawa Hospital University of Ottawa Ottawa ON Canada Clinical Epidemiology Program Ottawa Hospital Research Institute (OHRI) University of Ottawa Ottawa ON Canada Greater Manchester Mental Health NHS Foundation Trust Manchester Academic Health Science Centre Manchester M13 9PL UK
Background and hypothesis Previous studies show that people with severe mental illness (SMI) are at higher risk of COVID-19 mortality, however limited evidence exists regarding risk post-vaccination. We investigated C...
来源: 评论
Few-Shot Learning in Diffusion Models for Generating Cerebral Aneurysm Geometries
Few-Shot Learning in Diffusion Models for Generating Cerebra...
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IEEE International Symposium on biomedical Imaging
作者: Yash Deo Fengming Lin Haoran Dou Nina Cheng Nishant Ravikumar Alejandro F Frangi Toni Lassila CISTIB University of Leeds Leeds UK NIHR Leeds Biomedical Research Centre Leeds UK Alan Turing Institute London UK Electrical Engineering and Cardiovascular Sciences Departments Medical Imaging Research Center (MIRC) KU Leuven Leuven Division of Informatics Imaging and Data Science Schools of Computer Science and Health Sciences University of Manchester Manchester UK
The study of brain vessel pathologies is critical for the advancement o f neurovascular medicine, yet researchers often face significant hurdles due to the scarcity of imaging data for certain uncommon types of aneury... 详细信息
来源: 评论