Zobrazeno 1 - 10
of 367
pro vyhledávání: '"Padman, Rema"'
Autor:
Li, Yubo, Padman, Rema
Objective: To improve prediction of Chronic Kidney Disease (CKD) progression to End Stage Renal Disease (ESRD) using machine learning (ML) and deep learning (DL) models applied to an integrated clinical and claims dataset of varying observation windo
Externí odkaz:
http://arxiv.org/abs/2410.01859
This study explores the potential of utilizing administrative claims data, combined with advanced machine learning and deep learning techniques, to predict the progression of Chronic Kidney Disease (CKD) to End-Stage Renal Disease (ESRD). We analyze
Externí odkaz:
http://arxiv.org/abs/2409.12087
Autor:
Kato-Lin, Yi-Chin, Kumar, Uttara Bharath, Sri Prakash, Bhargav, Prakash, Bhairavi, Varadan, Vasini, Agnihotri, Sanjeeta, Subramanyam, Nrutya, Krishnatray, Pradeep, Padman, Rema
Publikováno v:
JMIR mHealth and uHealth, Vol 8, Iss 11, p e15717 (2020)
BackgroundVideo and mobile games have been shown to have a positive impact on behavior change in children. However, the potential impact of game play patterns on outcomes of interest are yet to be understood, especially for games with implicit learni
Externí odkaz:
https://doaj.org/article/b4e790ed14334c0dba013cbf8a55d815
The COVID-19 pandemic has highlighted the dire necessity to improve public health literacy for societal resilience. YouTube, the largest video-sharing social media platform, provides a vast repository of user-generated health information in a multi-m
Externí odkaz:
http://arxiv.org/abs/2312.09425
Studies suggest that one in three US adults use the Internet to diagnose or learn about a health concern. However, such access to health information online could exacerbate the disparities in health information availability and use. Health informatio
Externí odkaz:
http://arxiv.org/abs/2207.07915
Publikováno v:
In Journal of Biomedical Informatics September 2024 157
Publikováno v:
The Journal of Thoracic and Cardiovascular Surgery. 2021 Jul 30
Objective: This study illustrates the ambiguity of ROC in evaluating two classifiers of 90-day LVAD mortality. This paper also introduces the precision recall curve (PRC) as a supplemental metric that is more representative of LVAD classifiers perfor
Externí odkaz:
http://arxiv.org/abs/2010.16253
Publikováno v:
In Decision Support Systems September 2023 172
Autor:
Movahedi, Faezeh, Kormos, Robert L., Lohmueller, Lisa, Seese, Laura, Kanwar, Manreet, Murali, Srinivas, Zhang, Yiye, Padman, Rema, Antaki, James F.
Left ventricular assist devices (LVADs) are an increasingly common therapy for patients with advanced heart failure. However, implantation of the LVAD increases the risk of stroke, infection, bleeding, and other serious adverse events (AEs). Most pos
Externí odkaz:
http://arxiv.org/abs/1907.07669
Publikováno v:
In The Journal of Thoracic and Cardiovascular Surgery April 2023 165(4):1433-1442