A review of approaches and models in psychopathology conceptualization research

NR Eaton, LF Bringmann, T Elmer, EI Fried… - Nature Reviews …, 2023 - nature.com
Mental disorder classification provides a definitional framework that underlies applied
clinical and research efforts to understand, assess, predict, prevent and ameliorate the …

Personalized models of psychopathology

AGC Wright, WC Woods - Annual review of clinical psychology, 2020 - annualreviews.org
The personalized approach to psychopathology conceptualizes mental disorder as a
complex system of contextualized dynamic processes that is nontrivially specific to each …

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 …

[HTML][HTML] Psychopathological networks: Theory, methods and practice

LF Bringmann, C Albers, C Bockting… - … Research and Therapy, 2022 - Elsevier
In recent years, network approaches to psychopathology have sparked much debate and
have had a significant impact on how mental disorders are perceived in the field of clinical …

Implementing precision methods in personalizing psychological therapies: Barriers and possible ways forward

AK Deisenhofer, M Barkham, ET Beierl… - … Research and Therapy, 2024 - Elsevier
Personalization of psychological therapies has always been used by clinicians and
describes all efforts to select, adjust, or modify a treatment for the individual to improve …

Measurement-based and data-informed psychological therapy

W Lutz, B Schwartz, J Delgadillo - Annual Review of Clinical …, 2022 - annualreviews.org
Outcome measurement in the field of psychotherapy has developed considerably in the last
decade. This review discusses key issues related to outcome measurement, modeling, and …

Prospective evaluation of a clinical decision support system in psychological therapy.

W Lutz, AK Deisenhofer, J Rubel… - Journal of consulting …, 2022 - psycnet.apa.org
Objective: Thus far, most applications in precision mental health have not been evaluated
prospectively. This article presents the results of a prospective randomized-controlled trial …

Towards integrating personalized feedback research into clinical practice: Development of the Trier Treatment Navigator (TTN)

W Lutz, JA Rubel, B Schwartz, V Schilling… - Behaviour research and …, 2019 - Elsevier
In this study, a computer-based feedback, decision and clinical problem-solving system for
clinical practice will be described-the Trier Treatment Navigator (TTN). The paper deals with …

A process-based approach to cognitive behavioral therapy: A theory-based case illustration

CW Ong, SC Hayes, SG Hofmann - Frontiers in psychology, 2022 - frontiersin.org
Despite the significant contribution of cognitive-behavioral therapy to effective treatment
options for specific syndromes, treatment progress has been stagnating, with response rates …

Measuring, predicting, and tracking change in psychotherapy.

W Lutz, K de Jong, JA Rubel, J Delgadillo - 2021 - psycnet.apa.org
This chapter addresses fundamental issues of change in psychotherapy: how to measure,
monitor, predict change, and provide feedback on treatment outcome. The chapter starts …