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pro vyhledávání: '"Peter Washington"'
Autor:
Zain Jabbar, Peter Washington
Publikováno v:
BioMedInformatics, Vol 4, Iss 1, Pp 780-795 (2024)
Electronic Health Records (EHR) provide a vast amount of patient data that are relevant to predicting clinical outcomes. The inherent presence of missing values poses challenges to building performant machine learning models. This paper aims to inves
Externí odkaz:
https://doaj.org/article/2925fb75d1d24f5fb89ecfe47a173f25
Publikováno v:
JMIR Formative Research, Vol 8, p e59349 (2024)
Externí odkaz:
https://doaj.org/article/d42271a3b1134bd99859dc2967f4cfc6
Publikováno v:
JMIR Formative Research, Vol 8, p e59794 (2024)
Digital phenotyping, or personal sensing, is a field of research that seeks to quantify traits and characteristics of people using digital technologies, usually for health care purposes. In this commentary, we discuss emerging ethical issues regardin
Externí odkaz:
https://doaj.org/article/e24bcaeb2f5d42dbbd9b4247ced07560
Publikováno v:
AI, Vol 5, Iss 1, Pp 195-207 (2024)
Emotion recognition models using audio input data can enable the development of interactive systems with applications in mental healthcare, marketing, gaming, and social media analysis. While the field of affective computing using audio data is rich,
Externí odkaz:
https://doaj.org/article/f2366d99d1bf4da2badadc547c142408
Autor:
Peter Washington
Publikováno v:
Journal of Medical Internet Research, Vol 26, p e51138 (2024)
Modern machine learning approaches have led to performant diagnostic models for a variety of health conditions. Several machine learning approaches, such as decision trees and deep neural networks, can, in principle, approximate any function. However
Externí odkaz:
https://doaj.org/article/8dbeb4fee5bd4e3baf5645d5c189394b
Publikováno v:
JMIR Research Protocols, Vol 13, p e55615 (2024)
BackgroundReferred to as the “silent killer,” elevated blood pressure (BP) often goes unnoticed due to the absence of apparent symptoms, resulting in cumulative harm over time. Chronic stress has been consistently linked to increased BP. Prior st
Externí odkaz:
https://doaj.org/article/92396184142c4e279f119abe84713e09
Autor:
Aditi Jaiswal, Peter Washington
Publikováno v:
JMIR Formative Research, Vol 8, p e52660 (2024)
BackgroundThe increasing use of social media platforms has given rise to an unprecedented surge in user-generated content, with millions of individuals publicly sharing their thoughts, experiences, and health-related information. Social media can ser
Externí odkaz:
https://doaj.org/article/99da8a4e558141549101754ae3153fda
Autor:
Aditi Jaiswal, Ruben Kruiper, Abdur Rasool, Aayush Nandkeolyar, Dennis P Wall, Peter Washington
Publikováno v:
JMIR Research Protocols, Vol 13, p e52205 (2024)
BackgroundA considerable number of minors in the United States are diagnosed with developmental or psychiatric conditions, potentially influenced by underdiagnosis factors such as cost, distance, and clinician availability. Despite the potential of d
Externí odkaz:
https://doaj.org/article/4f06668cb11f42a28fc5eb9501737d86
Autor:
Yinan Sun, Ali Kargarandehkordi, Christopher Slade, Aditi Jaiswal, Gerald Busch, Anthony Guerrero, Kristina T Phillips, Peter Washington
Publikováno v:
JMIR Research Protocols, Vol 13, p e46493 (2024)
BackgroundArtificial intelligence (AI)–powered digital therapies that detect methamphetamine cravings via consumer devices have the potential to reduce health care disparities by providing remote and accessible care solutions to communities with li
Externí odkaz:
https://doaj.org/article/4eeddd5a1a3a40eabf05bdd40d6b2116
Autor:
Tanvir Islam, Peter Washington
Publikováno v:
Biosensors, Vol 14, Iss 4, p 183 (2024)
The rapid development of biosensing technologies together with the advent of deep learning has marked an era in healthcare and biomedical research where widespread devices like smartphones, smartwatches, and health-specific technologies have the pote
Externí odkaz:
https://doaj.org/article/aefe54478ad24a2588c000b3f782b24d