Explainable machine learning to predict depression across phenotype definitions integrating genetic and environmental factors
Bianca Cabral C C Branco, Sam Bentwood, Esme Elsden, Matthew H. Iveson et autres
0 citationsResearch Square
Matthew H. Iveson
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90Publications signalées
628Citations signalées
1Affiliations récentes
Institutions déclarées
Domaines associés
Health disparities and outcomesCognitive Abilities and TestingNeural and Behavioral Psychology StudiesHealth, Environment, Cognitive AgingDementia and Cognitive Impairment Research
Publications récentes
Treatment resistant depression in electronic health records: definitions matter
Matthew H. Iveson, Emily Ball, Chris Wai Hang Lo, Matúš Falis et autres
2 citationsBMC Psychiatry
Prognosis of stroke subtypes in whole population health systems data: a matched cohort study
Alice Hosking, Matthew H. Iveson, Laura Sherlock, Mome Mukherjee et autres
0 citationsmedRxiv
Cohort Profile: Investigating Antidepressant Response within Generation Scotland
Megan Calnan, Amelia Edmonson-Stait, Hannah Milbourn, Esme Elsden et autres
0 citationsWellcome Open Research
Mapping the genetic landscape across 14 psychiatric disorders
Andrew D. Grotzinger, Josefin Werme, Wouter J. Peyrot, Oleksandr Frei et autres
100 citationsNature
Commercial or industrial use of mental health data for research: primer and best-practice guidelines from the DATAMIND patient/public Lived Experience Advisory Group
Linda A. Jones, Naomi Clements-Brod, Jan M. Davies, Marcos DelPozo‐Baños et autres
0 citationsmedRxiv
Clinical trials in depression: Integrated collection across EU and US registries
Kate Stewart, Louise Schindler, Robert Bevan, Samrina Rehman et autres
2 citationsmedRxiv
Software Application Profile: T-Rx: A toolbox for reproducible processing of prescriptions (Rx) stored in electronic health record databases
Chris Wai Hang Lo, Dale Handley, Oliver Pain, Michelle Kamp et autres
2 citationsmedRxiv
Using routinely-collected records to measure antidepressant exposure and response and to assess Treatment Resistant Depression
Matthew H. Iveson, Emily Ball, Heather C. Whalley
0 citationsInternational Journal for Population Data Science
Clinically reported covert cerebrovascular disease and risk of neurological disease: a whole-population cohort of 367,988 people using natural language processing
Matthew H. Iveson, Mome Mukherjee, Emma Davidson, Huayu Zhang et autres
1 citationmedRxiv
Characteristics of people with severe mental illness excluded from incentivised physical health checks in the UK: electronic healthcare record study
Naomi Launders, Caroline Jackson, Joseph Hayes, Ann John et autres
3 citationsThe British Journal of Psychiatry
Recommendations for defining treatment outcomes in major psychiatric disorders using real-world data
Elise Koch, Sophie E. Smart, Guðmundur Einarsson, Anders Kämpe et autres
14 citationsThe Lancet Psychiatry
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