The science of prognosis in psychiatry: a review

P Fusar-Poli, Z Hijazi, D Stahl, EW Steyerberg - JAMA psychiatry, 2018 - jamanetwork.com
Importance Prognosis is a venerable component of medical knowledge introduced by
Hippocrates (460-377 BC). This educational review presents a contemporary evidence …

[HTML][HTML] Clinical prediction models in psychiatry: a systematic review of two decades of progress and challenges

AJ Meehan, SJ Lewis, S Fazel, P Fusar-Poli… - Molecular …, 2022 - nature.com
Recent years have seen the rapid proliferation of clinical prediction models aiming to
support risk stratification and individualized care within psychiatry. Despite growing interest …

Predictive analytics in mental health: applications, guidelines, challenges and perspectives

T Hahn, AA Nierenberg, S Whitfield-Gabrieli - Molecular psychiatry, 2017 - nature.com
The emerging field of'predictive analytics in mental health'has recently generated
tremendous interest with the bold promise to revolutionize clinical practice in psychiatry …

Implementing precision psychiatry: a systematic review of individualized prediction models for clinical practice

G Salazar de Pablo, E Studerus… - Schizophrenia …, 2021 - academic.oup.com
Background The impact of precision psychiatry for clinical practice has not been
systematically appraised. This study aims to provide a comprehensive review of validated …

A development pathway towards precision mental health care

J Delgadillo, W Lutz - JAMA psychiatry, 2020 - jamanetwork.com
Risk and prognosis are central concepts in precision medicine, referring to the probability of
future outcomes in people with a particular health condition. Prognosis research has a long …

The promise of machine learning in predicting treatment outcomes in psychiatry

AM Chekroud, J Bondar, J Delgadillo… - World …, 2021 - Wiley Online Library
For many years, psychiatrists have tried to understand factors involved in response to
medications or psychotherapies, in order to personalize their treatment choices. There is …

Risk prediction models in psychiatry: toward a new frontier for the prevention of mental illnesses

F Bernardini, L Attademo, SD Cleary… - The Journal of …, 2017 - legacy.psychiatrist.com
Objective: We conducted a systematic, qualitative review of risk prediction models designed
and tested for depression, bipolar disorder, generalized anxiety disorder, posttraumatic …

[HTML][HTML] Individualized diagnostic and prognostic models for patients with psychosis risk syndromes: a meta-analytic view on the state of the art

R Sanfelici, DB Dwyer, LA Antonucci, N Koutsouleris - Biological psychiatry, 2020 - Elsevier
Background The clinical high risk (CHR) paradigm has facilitated research into the
underpinnings of help-seeking individuals at risk for developing psychosis, aiming at …

Prediction of treatment outcomes in psychiatry—where do we stand?

FJ McMahon - Dialogues in clinical neuroscience, 2014 - Taylor & Francis
Psychiatric treatment relies on a solid armamentarium of pharmacologic and
nonpharmacologic treatment modalities that perform reasonably well for many patients but …

[HTML][HTML] Using clinical information to make individualized prognostic predictions in people at ultra high risk for psychosis

A Mechelli, A Lin, S Wood, P McGorry, P Amminger… - Schizophrenia …, 2017 - Elsevier
Recent studies have reported an association between psychopathology and subsequent
clinical and functional outcomes in people at ultra-high risk (UHR) for psychosis. This has …