Neurology | Psychiatry The Deep Learning Method Differentiates Patients with Bipolar Disorder from Controls with High Accuracy Using EEG Data. November 7, 2022
Deep Learning | Machine Learning | Pharmacology | Psychiatry An individualized medication model of sodium valproate for patients with bipolar disorder based on machine learning and deep learning techniques. November 7, 2022
Neurology | Psychiatry Data-driven learning to identify biomarkers in bipolar disorder. November 1, 2022
Neurology | Psychiatry Deep neural network to differentiate brain activity between patients with euthymic bipolar disorders and healthy controls during verbal fluency performance: A multichannel near-infrared spectroscopy study. September 11, 2022
Digital Health | Mental Health | Psychiatry Identifying patient-specific behaviors to understand illness trajectories and predict relapses in bipolar disorder using passive sensing and deep anomaly detection: protocol for a contactless cohort study. July 16, 2022
Neurology | Pediatrics | Psychiatry Brain morphometric features predict medication response in youth with bipolar disorder: a prospective randomized clinical trial. April 8, 2022
Machine Learning | Medical Informatics | Psychiatry The Role of Machine Learning in Diagnosing Bipolar Disorder: Scoping Review. November 22, 2021
Neurology | Psychiatry Deep learning based automatic diagnosis of first-episode psychosis, bipolar disorder and healthy controls. March 8, 2021
Neurology | Psychiatry Mapping relationships among schizophrenia, bipolar and schizoaffective disorders: A deep classification and clustering framework using fMRI time series. March 7, 2021
Neurology | Psychiatry Machine learning and big data analytics in bipolar disorder: A Position paper from the International Society for Bipolar Disorders (ISBD) Big Data Task Force. August 29, 2019
Genomics | Neurology | Psychiatry DeepBipolar: Identifying genomic mutations for bipolar disorder via deep learning. April 5, 2019