From smartphone data to clinically relevant predictions: A systematic review of digital phenotyping methods in depression

Autor: Leaning, Imogen E., Ikani, Nessa, Savage, Hannah S., Leow, Alex, Beckmann, Christian, Ruhé, Henricus G., Marquand, Andre F.

Publikováno v: In Neuroscience and Biobehavioral Reviews March 2024 158

Smartphone keyboard dynamics predict affect in suicidal ideation.

Autor: Knol L; Donders Centre for Cognitive Neuroimaging, Donders Institute for Brain, Cognition and Behaviour, Radboud University, Nijmegen, the Netherlands.; Department of Cognitive Neuroscience, Radboud University Medical Centre, Nijmegen, the Netherlands., Nagpal A; Department of Psychiatry, University of Illinois at Chicago, Chicago, IL, USA., Leaning IE; Donders Centre for Cognitive Neuroimaging, Donders Institute for Brain, Cognition and Behaviour, Radboud University, Nijmegen, the Netherlands.; Department of Cognitive Neuroscience, Radboud University Medical Centre, Nijmegen, the Netherlands., Idda E; Department of Electronics, Information and Bioengineering, Politecnico di Milano, Milan, Italy.; Department of Biomedical Engineering, University of Illinois at Chicago, Chicago, IL, USA., Hussain F; Department of Psychiatry, University of Illinois at Chicago, Chicago, IL, USA., Ning E; Department of Psychology, University of Illinois at Chicago, Chicago, IL, USA., Eisenlohr-Moul TA; Department of Psychiatry, University of Illinois at Chicago, Chicago, IL, USA., Beckmann CF; Donders Centre for Cognitive Neuroimaging, Donders Institute for Brain, Cognition and Behaviour, Radboud University, Nijmegen, the Netherlands.; Department of Cognitive Neuroscience, Radboud University Medical Centre, Nijmegen, the Netherlands.; Oxford Centre for Functional Magnetic Resonance Imaging of the Brain (FMRIB), University of Oxford, Oxford, UK., Marquand AF; Donders Centre for Cognitive Neuroimaging, Donders Institute for Brain, Cognition and Behaviour, Radboud University, Nijmegen, the Netherlands.; Department of Cognitive Neuroscience, Radboud University Medical Centre, Nijmegen, the Netherlands., Leow A; Department of Psychiatry, University of Illinois at Chicago, Chicago, IL, USA.; Department of Biomedical Engineering, University of Illinois at Chicago, Chicago, IL, USA.; Department of Computer Science, University of Illinois at Chicago, Chicago, IL, USA.

Publikováno v: MedRxiv : the preprint server for health sciences [medRxiv] 2023 Nov 29. Date of Electronic Publication: 2023 Nov 29.