Petter Jakobsen

Mental health monitoring with multimodal sensing and machine learning: A survey

Enrique Garcia-Ceja, Michael A. Riegler, Tine Nordgreen et al. · Pervasive and Mobile Computing · 2018 · 344 citations · Full text

Engineering, Machine Learning, Biometrics +23

Chronotype and cellular circadian rhythms predict the clinical response to lithium maintenance treatment in patients with bipolar disorder

Michael J. McCarthy, Heather Wei, Caroline M. Nievergelt et al. · Neuropsychopharmacology · 2018 · 109 citations · Full text

Sleep, Psychiatry, Maintenance Treatment +13

Applying machine learning in motor activity time series of depressed bipolar and unipolar patients compared to healthy controls

Petter Jakobsen, Enrique Garcia-Ceja, Michael A. Riegler et al. · PLoS ONE · 2020 · 82 citations · Full text

Engineering, Machine Learning, Diagnosis +21

The Pharmacogenomics of Bipolar Disorder study (PGBD): identification of genes for lithium response in a prospective sample

Ketil J. Øedegaard, Martin Alda, Ole A. Andreassen et al. · BMC Psychiatry · 2016 · 75 citations · Full text

The association between lithium use and neurocognitive performance in patients with bipolar disorder

Katherine E. Burdick, Caitlin E. Millett, Manuela Russo et al. · Neuropsychopharmacology · 2020 · 62 citations · Full text

Neuropsychological Functioning, Neuropsychology, Psychiatry +13