How do you feel? Using natural language processing to automatically rate emotion in psychotherapy.

Zac E. Imel , Michael J. Tanana , Vivek Srikumar , Brian T. Pace
Behavior Research Methods 1 -14

26
2021
In pursuit of truth: A critical examination of meta-analyses of cognitive behavior therapy

Bruce E. Wampold , Christoph Flückiger , A. C. Del Re , Noah E. Yulish
Psychotherapy Research 27 ( 1) 14 -32

151
2017
Machine learning and natural language processing in psychotherapy research: Alliance as example use case.

Simon B. Goldberg , Nikolaos Flemotomos , Victor R. Martinez , Michael J. Tanana
Journal of Counseling Psychology 67 ( 4) 438 -448

8
2020
Determining the therapist's contribution in therapist multicultural competence process and outcome

Brian T. Pace , Patty B. Kuo , Karen W. Tao , Jesse Owen
Journal of Counseling Psychology 68 ( 2) 149 -155

2021
A meta-analysis of multicultural competencies and psychotherapy process and outcome.

Karen W. Tao , Jesse Owen , Brian T. Pace , Zac E. Imel
Journal of Counseling Psychology 62 ( 3) 337 -350

225
2015
Combat Exposure and Risk for Suicidal Thoughts and Behaviors Among Military Personnel and Veterans: A Systematic Review and Meta-Analysis

Craig J. Bryan , James E. Griffith , Brian T. Pace , Kent Hinkson
Suicide and Life-Threatening Behavior 45 ( 5) 633 -649

188
2015
A multivariate meta-analysis of motivational interviewing process and outcome.

Brian T. Pace , Aaron Dembe , Christina S. Soma , Scott A. Baldwin
Psychology of Addictive Behaviors 31 ( 5) 524 -533

74
2017
Design feasibility of an automated, machine-learning based feedback system for motivational interviewing.

Zac E. Imel , Brian T. Pace , Christina S. Soma , Michael Tanana
Psychotherapy 56 ( 2) 318 -328

33
2019
Variability in motivational interviewing adherence across sessions, providers, sites, and research contexts

Kevin A. Hallgren , Aaron Dembe , Brian T. Pace , Zac E. Imel
Journal of Substance Abuse Treatment 84 30 -41

18
2018
The experimental effects of psilocybin on symptoms of anxiety and depression: A meta-analysis.

Simon B. Goldberg , Brian T. Pace , Christopher R. Nicholas , Charles L. Raison
Psychiatry Research-neuroimaging 284 112749

22
2020
Cognitive-behavioral therapy versus other therapies: Redux

Timothy P Baardseth , Simon B Goldberg , Brian T Pace , Andrew P Wislocki
Clinical Psychology Review 33 ( 3) 395 -405

206
2013
The enduring effects of psychodynamic treatments vis-à-vis alternative treatments: A multilevel longitudinal meta-analysis.

D. Martin Kivlighan , Simon B. Goldberg , Maleeha Abbas , Brian T. Pace
Clinical Psychology Review 40 1 -14

21
2015
Developing an Implementation Model for ADHD Intervention in Community Clinics: Leveraging Artificial Intelligence and Digital Technology

Margaret H Sibley , Leonard Bickman , David Atkins , Michael Tanana
Cognitive and Behavioral Practice

2023
Improving the quality of counseling and clinical supervision in opioid treatment programs: how can technology help?

K Michelle Peavy , Angela Klipsch , Christina S Soma , Brian Pace
Addiction Science & Clinical Practice 19 ( 1) 8 -8

2024
What about the words? Natural language processing in psychotherapy

Brian Pace , Michael Tanana , Bo Xiao , Aaron Dembe
Psychotherapy Bulletin 51 ( 1) 17 -17

22
2016
Mindfulness‐based interventions for substance use disorders

Simon B Goldberg , Brian Pace , Matas Griskaitis , Reinhard Willutzki
Cochrane Database of Systematic Reviews ( 10)

28
2021
Machine Learning–Based Evaluation of Suicide Risk Assessment in Crisis Counseling Calls

Zac E Imel , Brian Pace , Brad Pendergraft , Jordan Pruett
Psychiatric services appi. ps. 20230648 -appi. ps. 20230648

2024
PSYCHOTHERAPY RESEARCH1

Brian T Pace , Michael Tanana , M Stat , Bo Xiao

Mental Health Counseling From Conversational Content With Transformer-Based Machine Learning

Zac E Imel , Michael J Tanana , Christina S Soma , Thomas D Hull
JAMA Network Open 7 ( 1) e2352590 -e2352590

2024