Zobrazeno 1 - 10
of 33
pro vyhledávání: '"Judy Gichoya"'
Autor:
Liam G. McCoy, Faye Yu Ci Ng, Christopher M. Sauer, Katelyn Edelwina Yap Legaspi, Bhav Jain, Jack Gallifant, Michael McClurkin, Alessandro Hammond, Deirdre Goode, Judy Gichoya, Leo Anthony Celi
Publikováno v:
BMC Medical Education, Vol 24, Iss 1, Pp 1-8 (2024)
Abstract Reports of Large Language Models (LLMs) passing board examinations have spurred medical enthusiasm for their clinical integration. Through a narrative review, we reflect upon the skill shifts necessary for clinicians to succeed in an LLM-ena
Externí odkaz:
https://doaj.org/article/48e831af6d044bdf964af2b69b6c493d
Autor:
João Matos, Tristan Struja, Jack Gallifant, Luis Nakayama, Marie-Laure Charpignon, Xiaoli Liu, Nicoleta Economou-Zavlanos, Jaime S. Cardoso, Kimberly S. Johnson, Nrupen Bhavsar, Judy Gichoya, Leo Anthony Celi, An-Kwok Ian Wong
Publikováno v:
Scientific Data, Vol 11, Iss 1, Pp 1-13 (2024)
Abstract Pulse oximeters measure peripheral arterial oxygen saturation (SpO2) noninvasively, while the gold standard (SaO2) involves arterial blood gas measurement. There are known racial and ethnic disparities in their performance. BOLD is a dataset
Externí odkaz:
https://doaj.org/article/ebb1e2b1e8234b1fac9f6752578dc90e
Autor:
Aparna Balagopalan, Ioana Baldini, Leo Anthony Celi, Judy Gichoya, Liam G McCoy, Tristan Naumann, Uri Shalit, Mihaela van der Schaar, Kiri L Wagstaff
Publikováno v:
PLOS Digital Health, Vol 3, Iss 4, p e0000474 (2024)
Despite significant technical advances in machine learning (ML) over the past several years, the tangible impact of this technology in healthcare has been limited. This is due not only to the particular complexities of healthcare, but also due to str
Externí odkaz:
https://doaj.org/article/f6741c27e30c4088ab2b333f2aee7bf5
Autor:
Areeba Abid, Avinash Murugan, Imon Banerjee, Saptarshi Purkayastha, Hari Trivedi, Judy Gichoya
Publikováno v:
JMIR Medical Education, Vol 10, p e46500 (2024)
BackgroundArtificial intelligence (AI) and machine learning (ML) are poised to have a substantial impact in the health care space. While a plethora of web-based resources exist to teach programming skills and ML model development, there are few intro
Externí odkaz:
https://doaj.org/article/50d2422b922a4054b9261ac5d3a5f61d
Autor:
Leo Anthony Celi, Yuan Lai, Hope Watson, Jack Gallifant, Alexander P Radunsky, Cleva Villanueva, Nicole Martinez, Judy Gichoya, Uyen Kim Huynh
Publikováno v:
BMJ Health & Care Informatics, Vol 30, Iss 1 (2023)
Introduction In January, the National Institutes of Health (NIH) implemented a Data Management and Sharing Policy aiming to leverage data collected during NIH-funded research. The COVID-19 pandemic illustrated that this practice is equally vital for
Externí odkaz:
https://doaj.org/article/27b252f00a6d4e248d79cbe2a36145dd
Autor:
InChan Hwang, Hari Trivedi, Beatrice Brown-Mulry, Linglin Zhang, Vineela Nalla, Aimilia Gastounioti, Judy Gichoya, Laleh Seyyed-Kalantari, Imon Banerjee, MinJae Woo
Publikováno v:
Frontiers in Radiology, Vol 3 (2023)
IntroductionTo date, most mammography-related AI models have been trained using either film or digital mammogram datasets with little overlap. We investigated whether or not combining film and digital mammography during training will help or hinder m
Externí odkaz:
https://doaj.org/article/510870a7a9b24600b756cf8c8b7885f4
Autor:
Jack Gallifant, Joe Zhang, Stephen Whebell, Justin Quion, Braiam Escobar, Judy Gichoya, Karen Herrera, Ruxana Jina, Swathikan Chidambaram, Abha Mehndiratta, Richard Kimera, Alvin Marcelo, Portia Grace Fernandez-Marcelo, Juan Sebastian Osorio, Cleva Villanueva, Lama Nazer, Irene Dankwa-Mullan, Leo Anthony Celi
Publikováno v:
PLOS Global Public Health, Vol 3, Iss 8, p e0002252 (2023)
Current methods to evaluate a journal's impact rely on the downstream citation mapping used to generate the Impact Factor. This approach is a fragile metric prone to being skewed by outlier values and does not speak to a researcher's contribution to
Externí odkaz:
https://doaj.org/article/25ae2d0947ca41e5ad06effaa17f149b
Autor:
Leo Anthony Celi, Jacqueline Cellini, Marie-Laure Charpignon, Edward Christopher Dee, Franck Dernoncourt, Rene Eber, William Greig Mitchell, Lama Moukheiber, Julian Schirmer, Julia Situ, Joseph Paguio, Joel Park, Judy Gichoya Wawira, Seth Yao, for MIT Critical Data
Publikováno v:
PLOS Digital Health, Vol 1, Iss 3, p e0000022 (2022)
BackgroundWhile artificial intelligence (AI) offers possibilities of advanced clinical prediction and decision-making in healthcare, models trained on relatively homogeneous datasets, and populations poorly-representative of underlying diversity, lim
Externí odkaz:
https://doaj.org/article/76b4d2b3d6a34ad8adad2334ae643a4d
Autor:
Christopher V. Cosgriff, Marie Charpignon, Dana Moukheiber, Mary E. Lough, Judy Gichoya, David J. Stone, Leo Anthony Celi
Publikováno v:
iScience, Vol 24, Iss 6, Pp 102656- (2021)
Externí odkaz:
https://doaj.org/article/c33af8600555438ca7c9def3baee3ddb
Autor:
Scott J, Lee, Sijian, Fan, Mian, Guo, Bill S, Majdalany, Janice, Newsome, Richard, Duszak, Judy, Gichoya, Elizabeth R, Benjamin, Nima, Kokabi
Publikováno v:
Clinical Imaging. 91:134-140
To determine relationships between prophylactic inferior vena cava filter (IVCF) insertion and pulmonary embolism (PE), deep venous thrombosis (DVT), and in-hospital mortality outcomes in patients with severe traumatic pelvic/lower extremity, intracr
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::d0b3d23240137c05c5df06387c1f8516
https://doi.org/10.1016/j.clinimag.2022.08.003
https://doi.org/10.1016/j.clinimag.2022.08.003