Digital phenotyping of suicidal thoughts
Sign Up to like & getrecommendations! Published in 2018 at "Depression and Anxiety"
DOI: 10.1002/da.22730
Abstract: To examine whether there are subtypes of suicidal thinking using real‐time digital monitoring, which allows for the measurement of such thoughts with greater temporal granularity than ever before possible. read more here.
Keywords: suicidal thoughts; phenotyping suicidal; digital phenotyping;
Digital phenotyping: a global tool for psychiatry
Sign Up to like & getrecommendations! Published in 2018 at "World Psychiatry"
DOI: 10.1002/wps.20550
Abstract: In 2050, when psychiatrists look back at the first two decades of the 21st century, what will they recognize as having the greatest impact? No doubt the revolution in genomics, which has given us new… read more here.
Keywords: information; smartphone; phenotyping; digital phenotyping ... See more keywords
Validating digital phenotyping technologies for clinical use: the critical importance of “resolution”
Sign Up to like & getrecommendations! Published in 2020 at "World Psychiatry"
DOI: 10.1002/wps.20703
Abstract: World Psychiatry 19:1 February 2020 reveal drug candidates that are not yet prescribed for the treatment of psychiatric disease (e.g., immune response drugs). In conclusion, large-scale genetic studies provide a wealth of information of direct… read more here.
Keywords: use critical; clinical use; technologies clinical; validating digital ... See more keywords
Ensuring Quality in Psychological Support (WHO EQUIP): developing a competent global workforce
Sign Up to like & getrecommendations! Published in 2020 at "World Psychiatry"
DOI: 10.1002/wps.20704
Abstract: 115 tionalized spatial contexts. Imagine if, for example, a patient’s psychosis could be understood using an interface similar to online geographic maps. One could “zoom out” (decrease the resolution) to observe psychosis symptoms over days,… read more here.
Keywords: resolution; reliability validity; phenotyping technologies; digital phenotyping ... See more keywords
Digital phenotyping of autism spectrum disorders based on color information: brief review and opinion
Sign Up to like & getrecommendations! Published in 2020 at "Artificial Life and Robotics"
DOI: 10.1007/s10015-020-00614-6
Abstract: An increasing number of studies argue for the necessity of an objective method to quantify autism spectrum disorder (ASD) symptoms to replace time-consuming assessments and interviews by trained clinicians. Several attempts at digital phenotyping have… read more here.
Keywords: color; digital phenotyping; asd; autism spectrum ... See more keywords
Ethical, Legal and Social Issues of Digital Phenotyping as a Future Solution for Present-Day Challenges: A Scoping Review
Sign Up to like & getrecommendations! Published in 2022 at "Science and Engineering Ethics"
DOI: 10.1007/s11948-021-00354-1
Abstract: Digital phenotyping represents an avenue of consideration in patients' self-management. This scoping review aims to explore the trends in the body of literature on ethical, legal, and social challenges relevant to the implementation of digital… read more here.
Keywords: digital phenotyping; legal social; ethical legal; scoping review ... See more keywords
A generic workflow combining deep learning and chemometrics for processing close-range spectral images to detect drought stress in Arabidopsis thaliana to support digital phenotyping
Sign Up to like & getrecommendations! Published in 2021 at "Chemometrics and Intelligent Laboratory Systems"
DOI: 10.1016/j.chemolab.2021.104373
Abstract: Abstract Close-range spectral imaging (SI) of agricultural plants is widely performed for digital plant phenotyping. A key task in digital plant phenotyping is the non-destructive and rapid identification of drought stress in plants so as… read more here.
Keywords: range spectral; close range; drought stress; plant ... See more keywords
Digital phenotyping for psychiatry: Accommodating data and theory with network science methodologies.
Sign Up to like & getrecommendations! Published in 2019 at "Current opinion in biomedical engineering"
DOI: 10.1016/j.cobme.2018.12.003
Abstract: Digital phenotyping is the moment-by-moment quantification of our interactions with digital devices. With appropriate tools, digital phenotyping data afford unprecedented insight into our transactions with the world and hold promise for developing novel signatures of… read more here.
Keywords: science methodologies; network science; digital phenotyping; psychopathology ... See more keywords
The potential of digital phenotyping to advance the contributions of mobile health to self-management science.
Sign Up to like & getrecommendations! Published in 2020 at "Nursing outlook"
DOI: 10.1016/j.outlook.2020.03.007
Abstract: Digital phenotyping consists of moment-by-moment quantification of behavioral data from individual people, typically collected passively from smartphones and other sensors. Within the evolving context of precision health, digital phenotyping can advance the use of mobile… read more here.
Keywords: management science; self management; digital phenotyping;
Ambulatory audio and video recording for digital phenotyping in schizophrenia: Adherence & data usability
Sign Up to like & getrecommendations! Published in 2022 at "Psychiatry Research"
DOI: 10.1016/j.psychres.2022.114485
Abstract: Ambulatory audio and video recording provides a wealth of information which can be used for a broad range of applications, including digital phenotyping, telepsychiatry, and telepsychology. However, these technologies are in their infancy, and guidelines… read more here.
Keywords: digital phenotyping; video recording; ambulatory audio; audio video ... See more keywords
Digital phenotyping of sleep patterns among heterogenous samples of Latinx adults using unsupervised learning.
Sign Up to like & getrecommendations! Published in 2021 at "Sleep medicine"
DOI: 10.1016/j.sleep.2021.07.023
Abstract: OBJECTIVE This study aimed to identify sleep disturbance subtypes ("phenotypes") among Latinx adults based on objective sleep data using a flexible unsupervised machine learning technique. METHODS This study was an analysis of sleep data from… read more here.
Keywords: digital phenotyping; phenotyping sleep; using unsupervised; latinx adults ... See more keywords