Výsledky vyhledávání - "Ricky K. Taira"

Akademický článek

Design considerations for a hierarchical semantic compositional framework for medical natural language understanding.

Autor: Ricky K Taira, Anders O Garlid, William Speier

Publikováno v: PLoS ONE, Vol 18, Iss 3, p e0282882 (2023)

Medical natural language processing (NLP) systems are a key enabling technology for transforming Big Data from clinical report repositories to information used to support disease models and validate intervention methods. However, current medical NLP

Externí odkaz: https://doaj.org/article/63248e019edb488e9457b778da32c56f

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Design considerations for a hierarchical semantic compositional framework for medical natural language understanding

Autor: Ricky K. Taira, Anders O. Garlid, William Speier

Publikováno v: PloS one, vol 18, iss 3

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::096225f07521528f5aa7098ae3863173

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Detecting diabetic retinopathy through machine learning on electronic health record data from an urban, safety net healthcare system

Autor: Meghal Gandhi, Martin Lee, Omolola Ogunyemi, Senait Teklehaimanot, Kevin Lopez, David Hindman, Ricky K. Taira, Lauren Patty Daskivich

Publikováno v: JAMIA Open
JAMIA open, vol 4, iss 3

Objective Clinical guidelines recommend annual eye examinations to detect diabetic retinopathy (DR) in patients with diabetes. However, timely DR detection remains a problem in medically underserved and under-resourced settings in the United States.

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::5aff3b84f263770c519b538e8706344f
http://europepmc.org/articles/PMC8374369

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Automatic Classification of Ultrasound Screening Examinations of the Abdominal Aorta

Autor: James Sayre, Frank Meng, Jimmy Huang, Luyao Shen, David Ishimitsu, Craig A. Morioka, Suzie El-Saden, Ricky K. Taira, Peter Zimmerman

Publikováno v: Journal of Digital Imaging. 29:742-748

Our work facilitates the identification of veterans who may be at risk for abdominal aortic aneurysms (AAA) based on the 2007 mandate to screen all veteran patients that meet the screening criteria. The main research objective is to automatically ind

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::77c1b303f2ae0bfdee8966209a4e0680
https://doi.org/10.1007/s10278-016-9889-6

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Ambiguity in Communicating Intensity of Physical Activity: Survey Study

Autor: Hyeoneui Kim, Jaemin Kim, Ricky K. Taira

Publikováno v: JMIR Public Health and Surveillance, Vol 6, Iss 2, p e16303 (2020)
JMIR Public Health and Surveillance

Background Communicating physical activity information with sufficient details, such as activity type, frequency, duration, and intensity, is vital to accurately delineate the attributes of physical activity that bring positive health impact. Unlike

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::49abd567956d66678bf5dcf59e516712
https://doi.org/10.2196/16303

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Developing a Physical Activity Ontology to Support the Interoperability of Physical Activity Data

Autor: Ricky K. Taira, Hyeoneui Kim, Jessica Mentzer

Publikováno v: Journal of Medical Internet Research

Background: Physical activity data provides important information on disease onset, progression, and treatment outcomes. Although analyzing physical activity data in conjunction with other clinical and microbiological data will lead to new insights c

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::f57e3d4372cf36170ebef9ca32a93dfc
https://pubmed.ncbi.nlm.nih.gov/31012864

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Evaluating Casama: Contextualized semantic maps for summarization of lung cancer studies

Autor: Lauren Sauer, Jean Garcia-Gathright, Nicholas J. Matiasz, Denise R. Aberle, Ricky K. Taira, Nova F. Smedley, Karthik V. Sarma, Jennifer L. Strunck, Carlos R. Adame, Edward B. Garon, Alex A. T. Bui, Marshall L. Spiegel

Publikováno v: Computers in Biology and Medicine, vol 92

Objective It is crucial for clinicians to stay up to date on current literature in order to apply recent evidence to clinical decision making. Automatic summarization systems can help clinicians quickly view an aggregated summary of literature on a t

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::6626f63466e6fed9bf5fdf3a7507be7b
https://escholarship.org/uc/item/1jk8w012

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NIMG-08. EVALUATING THE APPLICABILITY OF TUMOR PROBABILITY MAPS AS A RESOURCE FOR IMPROVED BRAIN TUMOR SEGMENTATION

Autor: Suzie El-Saden, Edgar A. Rios Piedra, William Hsu, Benjamin M. Ellingson, Timothy F. Cloughesy, Alex A. T. Bui, Ricky K. Taira

Quantitative measurement and assessment of magnetic resonance images (MRI) has an important role in the diagnosis, evaluation, and follow-up of brain tumors. Unfortunately, defining tumor boundaries on such images is a difficult task for automated me

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::6f746f1184fedb514517b3cfc028c2ac
https://europepmc.org/articles/PMC5692899/

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Toward patient-tailored summarization of lung cancer literature

Autor: Denise R. Aberle, Edward B. Garon, Jean Garcia-Gathright, Ricky K. Taira, Alex A. T. Bui, Nicholas J. Matiasz

Publikováno v: BHI

As the volume of biomedical literature increases, it can be challenging for clinicians to stay up-to-date. Graphical summarization systems help by condensing knowledge into networks of entities and relations. However, existing systems present relatio

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::c48492086a7a7323e3d27ea1c919d4d7
https://pubmed.ncbi.nlm.nih.gov/28721401

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Imaging informatics for consumer health: towards a radiology patient portal

Autor: Mary McNamara, Suzie El-Saden, Alex A. T. Bui, Ricky K. Taira, Corey W. Arnold, Shawn Chen

Publikováno v: Journal of the American Medical Informatics Association : JAMIA, vol 20, iss 6
Arnold, CW; McNamara, M; El-Saden, S; Chen, S; Taira, RK; & Bui, AAT. (2013). Imaging informatics for consumer health: Towards a radiology patient portal. Journal of the American Medical Informatics Association, 20(6), 1028-1036. doi: 10.1136/amiajnl-2012-001457. UCLA: Retrieved from: http://www.escholarship.org/uc/item/9q11g88f

Objective With the increased routine use of advanced imaging in clinical diagnosis and treatment, it has become imperative to provide patients with a means to view and understand their imaging studies. We illustrate the feasibility of a patient porta

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::b0b2c003f4fa36eed0058d9b20d5bb15
https://doi.org/10.1136/amiajnl-2012-001457

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