The network approach to psychopathology: A review of the literature 2008–2018 and an agenda for future research

DJ Robinaugh, RHA Hoekstra, ER Toner… - Psychological …, 2020 - cambridge.org
The network approach to psychopathology posits that mental disorders can be
conceptualized and studied as causal systems of mutually reinforcing symptoms. This …

[HTML][HTML] Computational psychiatry: from synapses to sentience

K Friston - Molecular psychiatry, 2023 - nature.com
This review considers computational psychiatry from a particular viewpoint: namely, a
commitment to explaining psychopathology in terms of pathophysiology. It rests on the …

Automated assessment of psychiatric disorders using speech: A systematic review

DM Low, KH Bentley, SS Ghosh - Laryngoscope investigative …, 2020 - Wiley Online Library
Objective There are many barriers to accessing mental health assessments including cost
and stigma. Even when individuals receive professional care, assessments are intermittent …

Thinking through other minds: A variational approach to cognition and culture

SPL Veissière, A Constant, MJD Ramstead… - Behavioral and brain …, 2020 - cambridge.org
The processes underwriting the acquisition of culture remain unclear. How are shared
habits, norms, and expectations learned and maintained with precision and reliability across …

Deeply felt affect: The emergence of valence in deep active inference

C Hesp, R Smith, T Parr, M Allen, KJ Friston… - Neural …, 2021 - direct.mit.edu
The positive-negative axis of emotional valence has long been recognized as fundamental
to adaptive behavior, but its origin and underlying function have largely eluded formal …

Brain disorders? Not really: Why network structures block reductionism in psychopathology research

D Borsboom, AOJ Cramer, A Kalis - Behavioral and Brain Sciences, 2019 - cambridge.org
In the past decades, reductionism has dominated both research directions and funding
policies in clinical psychology and psychiatry. The intense search for the biological basis of …

The future of rodent models in depression research

A Gururajan, A Reif, JF Cryan, DA Slattery - Nature Reviews …, 2019 - nature.com
Currently, over 300 million people worldwide have depression, and the socioeconomic
burden of this debilitating disorder is anticipated to increase markedly over the coming …

Computational models of interoception and body regulation

FH Petzschner, SN Garfinkel, MP Paulus, C Koch… - Trends in …, 2021 - cell.com
To survive, organisms must effectively respond to the challenge of maintaining their
physiological integrity in the face of an ever-changing environment. Preserving this …

The heterogeneity problem: approaches to identify psychiatric subtypes

E Feczko, O Miranda-Dominguez, M Marr… - Trends in cognitive …, 2019 - cell.com
The imprecise nature of psychiatric nosology restricts progress towards characterizing and
treating mental health disorders. One issue is the 'heterogeneity problem': different causal …

Invisible hands and fine calipers: A call to use formal theory as a toolkit for theory construction

DJ Robinaugh, JMB Haslbeck, O Ryan… - Perspectives on …, 2021 - journals.sagepub.com
In recent years, a growing chorus of researchers has argued that psychological theory is in a
state of crisis: Theories are rarely developed in a way that indicates an accumulation of …