Matthew D. Nemesure

Predictive modeling of depression and anxiety using electronic health records and a novel machine learning approach with artificial intelligence

Matthew D. Nemesure, Michael V. Heinz, Raphael Huang et al. · Scientific Reports · 2021 · 201 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +20

Development and evaluation of a multimodal marker of major depressive disorder

Jie Yang, Mengru Zhang, Hongshik Ahn et al. · Human Brain Mapping · 2018 · 49 citations · Full text

Using Artificial Intelligence to Predict Change in Depression and Anxiety Symptoms in a Digital Intervention: Evidence from a Transdiagnostic Randomized Controlled Trial

Nicholas C. Jacobson, Matthew D. Nemesure · Psychiatry Research · 2020 · 41 citations · Full text

Artificial Intelligence, Mental Health Monitoring, Psychopathology +13

Depressive symptoms as a heterogeneous and constantly evolving dynamical system: Idiographic depressive symptom networks of rapid symptom changes among persons with major depressive disorder.

Matthew D. Nemesure, Amanda C Collins, George Price et al. · Journal of Psychopathology and Clinical Science · 2024 · 35 citations · Full text

Psychological Co-morbidities, Engineering, High Heterogeneity +16

Using digital phenotyping to capture depression symptom variability: detecting naturalistic variability in depression symptoms across one year using passively collected wearable movement and sleep data

George Price, Michael V. Heinz, Seo Ho Song et al. · Translational Psychiatry · 2023 · 31 citations · Full text