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检索条件"机构=Section of Biomedical Informatics and Data Science"
121 条 记 录,以下是11-20 订阅
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An Evaluation of Pretrained BERT Models for Comparing Semantic Similarity Across Unstructured Clinical Trial Texts
An Evaluation of Pretrained BERT Models for Comparing Semant...
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作者: Patricoski, Jessica Kreimeyer, Kory Balan, Archana Hardart, Kent Tao, Jessica Anagnostou, Valsamo Botsis, Taxiarchis Biomedical Informatics and Data Science Section Johns Hopkins University School of Medicine BaltimoreMD United States
Processing unstructured clinical texts is often necessary to support certain tasks in biomedicine, such as matching patients to clinical trials. Among other methods, domain-specific language models have been built to ... 详细信息
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Sex differences in proteomics of cardiovascular disease – Results from the Yale-CMD registry
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IJC Heart and Vasculature 2025年 58卷 101667-101667页
作者: Liu, Yihan Wang, Zuoheng Collins, Sean P. Testani, Jeffery Safdar, Basmah Program in Computational Biology & Biomedical informatics Yale University New Haven CT United States Department of Biostatistics Yale University School of Public Health New Haven CT United States Department of Biomedical Informatics & Data Science Yale University School of Medicine New Haven CT United States Department of Emergency Medicine Vanderbilt University Medical Center Veterans Affairs Tennessee Valley Healthcare System Geriatric Research Education and Clinical Center (GRECC) Nashville TN United States Section of Cardiovascular Medicine Department of Internal Medicine Yale University School of Medicine New Haven CT United States Department of Emergency Medicine Yale University School of Medicine New Haven CT United States
Aims This study assessed sex-specific proteomic profiles by cardiovascular disease (CVD) phenotype (coronary artery disease [CAD] vs coronary microvascular dysfunction [CMD]) and describe their role in sex-specific pa... 详细信息
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Enhancing Diabetic Retinopathy Screening with Sequential Deep Learning Models  7
Enhancing Diabetic Retinopathy Screening with Sequential Dee...
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7th International Conference on Image Information Processing, ICIIP 2023
作者: Mohith, Vankadari Raja, Kalpana Oviya, I.R. Chennai India Yale University Section For Biomedical Informatics And Data Science School of Medicine New Haven United States
Diabetic retinopathy is a serious medical disorder that, if left untreated, can result in visual impairment or blindness. The precise and timely categorization of its severity is critical for appropriate medical manag... 详细信息
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Stroke Prediction Using Machine Learning  5
Stroke Prediction Using Machine Learning
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5th IEEE International Conference on Advances in Electronics, Computers and Communications, ICAECC 2023
作者: Abinandhini, D.M. Kumar, Aman Teja, Gudi Vishnu Sukesh, Mandava Divya, S. Chauhan, Naman Oviya, I.R. Raja, Kalpana Chennai India School of Medicine Yale University New Haven Section for Biomedical Informatics and Data Science CT United States
A stroke is a serious medical emergency that happens when bleeding or blood clots cut off the blood flow to a part of the brain. With a mortality rate of 5.5 million per year, it ranks as the second leading cause of d... 详细信息
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ML Based Phenotype Analysis Using Differential Gene Expression data in Schizophrenia  4
ML Based Phenotype Analysis Using Differential Gene Expressi...
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4th IEEE International Conference on Smart Technologies in Computing, Electrical and Electronics, ICSTCEE 2023
作者: Aadhithyan, D. Shabarirajan, K.J. Maniappan, Varun Shivanesh, B. Divya, S. Praghaadeesh, R. Raja, Kalpana Oviya, I.R. Chennai India School Of Medicine Yale University Section For Biomedical Informatics And Data Science New HavenCT United States
In this paper, differential gene expression (DGE) data in schizophrenia is analysed using machine learning approaches with the objective of predicting cell phenotypes related to the condition. The dataset contains inf... 详细信息
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JAMIA at 30: looking back and forward
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Journal of the American Medical informatics Association 2024年 第1期31卷 1-9页
作者: Stead, William W. Miller, Randolph A. Ohno-Machado, Lucila Bakken, Suzanne Department of Biomedical Informatics Department of Medicine Vanderbilt University Medical Center Nashville United States Department of Biomedical Informatics Vanderbilt University School of Medicine Alexandria United States Section of Biomedical Informatics & Data Science Yale University School of Medicine New Haven CT 06520 United States School of Nursing Department of Biomedical Informatics Data Science Institute Columbia University NY 10032 NY United States
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Findings of WASSA 2023 Shared Task: Multi-Label and Multi-Class Emotion Classification on Code-Mixed Text Messages  13
Findings of WASSA 2023 Shared Task: Multi-Label and Multi-Cl...
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13th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis, WASSA 2023
作者: Bölücü, Necva Ameer, Iqra Al Bataineh, Ali Xu, Hua Data61 CSIRO Sydney Australia Division of Science and Engineering Penn State University AbingtonPA United States Norwich University United States Section of Biomedical Informatics and Data Science Yale School of Medicine United States
We present the results of the WASSA 2023 Shared-Task 2: Emotion Classification on codemixed text messages (Roman Urdu + English), which included two tracks for emotion classification: multi-label and multi-class. The ... 详细信息
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Elevating Ocular Diagnosis: Harnessing the Power of EfficientNet for Eye Disease Classification  3
Elevating Ocular Diagnosis: Harnessing the Power of Efficien...
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3rd International Conference on Artificial Intelligence For Internet of Things, AIIoT 2024
作者: Mohith, Vankadari Raja, Kalpana Oviya, I.R. Amrita School of Computing Amrita Vishwa Vidyapeetham Department of Computer Science and Engineering Chennai India Yale University Section for Biomedical Informatics and Data Science School of Medicine New Haven United States
In response to the evolving landscape of healthcare technology this study addresses the need for automated diagnostic tools in the field of ophthalmology. By utilizing deep learning methods specifically leveraging the... 详细信息
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Development of a Natural Language Processing Tool to Extract Acupuncture Point Location Terms  11
Development of a Natural Language Processing Tool to Extract...
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11th IEEE International Conference on Healthcare informatics, ICHI 2023
作者: Li, Yiming Peng, Xueqing Li, Jianfu Peng, Suyuan Pei, Donghong Tao, Cui Xu, Hua Hong, Na The University of Texas Health Science Center at Houston School of Biomedical Informatics HoustonTX United States Yale University Section of Biomedical Informatics and Data Science School of Medicine New HavenCT United States Peking University National Institute of Health Data Science Beijing China The University of Texas Md Anderson Cancer Center HoustonTX United States
Acupuncture point location information is significant to the effect of acupuncture therapy. A wealth of knowledge related to acupuncture point locations is typically dispersed across books or reports in free-text form... 详细信息
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EMPATHIC: Emulating Human-Like Multimodal Personality Architecture Through Thoughtful Human-AI Conversation  14
EMPATHIC: Emulating Human-Like Multimodal Personality Archit...
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14th International Conference on Cloud Computing, data science and Engineering, Confluence 2024
作者: Varshini Devi, I. Oviya, I.R. Raja, Kalpana Amrita School of Computing Amrita Vishwa Vidyapeetham Department of Computer Science and Engineering Chennai India School of Medicine Yale University Section for Biomedical Informatics and Data Science New HavenCT United States
In the evolving landscape of human-computer interaction, this paper introduces an innovative framework poised to revolutionize chatbot systems. Our framework, meticulously designed for emotionally aware multimodal cha... 详细信息
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