Big data in psychiatry: multiomics, neuroimaging, computational modeling, and digital phenotyping

Signature-based approaches for informed drug repurposing: targeting CNS disorders

(2020) Rammohan Shukla et al.   NEUROPSYCHOPHARMACOLOGY

Opportunities and challenges in the collection and analysis of digital phenotyping data

(2020) Jukka-Pekka Onnela   NEUROPSYCHOPHARMACOLOGY

Deep learning for small and big data in psychiatry

(2020) Georgia Koppe et al.   NEUROPSYCHOPHARMACOLOGY

The ABCD study: understanding the development of risk for mental and physical health outcomes

(2020) Nicole R. Karcher et al.   NEUROPSYCHOPHARMACOLOGY

Leveraging large genomic datasets to illuminate the pathobiology of autism spectrum disorders

(2020) Veronica B. Searles Quick et al.   NEUROPSYCHOPHARMACOLOGY

Dissecting diagnostic heterogeneity in depression by integrating neuroimaging and genetics

(2020) Amanda M. Buch et al.   NEUROPSYCHOPHARMACOLOGY

Digital health data-driven approaches to understand human behavior

(2020) Lisa A. Marsch   NEUROPSYCHOPHARMACOLOGY

PsychENCODE and beyond: transcriptomics and epigenomics of brain development and organoids

(2020) Alexandre Jourdon et al.   NEUROPSYCHOPHARMACOLOGY

Toward dynamic phenotypes and the scalable measurement of human behavior

(2020) Laura Germine et al.   NEUROPSYCHOPHARMACOLOGY

Interpretation of psychiatric genome-wide association studies with multispecies heterogeneous functional genomic data integration

(2020) Timothy Reynolds et al.   NEUROPSYCHOPHARMACOLOGY

Advances in the computational understanding of mental illness

(2020) Quentin J. M. Huys et al.   NEUROPSYCHOPHARMACOLOGY

Big behavior: challenges and opportunities in a new era of deep behavior profiling

(2020) Lukas von Ziegler et al.   NEUROPSYCHOPHARMACOLOGY

Systems-based proteomics to resolve the biology of Alzheimer’s disease beyond amyloid and tau

(2020) Sruti Rayaprolu et al.   NEUROPSYCHOPHARMACOLOGY

Real-time mobile monitoring of bipolar disorder: a review of evidence and future directions

(2020) Gideon P. Dunster et al.   NEUROPSYCHOPHARMACOLOGY

Modeling brain, symptom, and behavior in the winds of change

(2020) David M. Lydon-Staley et al.   NEUROPSYCHOPHARMACOLOGY

Biotyping in psychosis: using multiple computational approaches with one data set

(2020) Carol A. Tamminga et al.   NEUROPSYCHOPHARMACOLOGY