| Year |
Citation |
Score |
| 2024 |
Goldberg SB, Tanana M, Stewart SH, Williams CY, Soma CS, Atkins DC, Imel ZE, Owen J. Automating the assessment of multicultural orientation through machine learning and natural language processing. Psychotherapy (Chicago, Ill.). PMID 38300571 DOI: 10.1037/pst0000519 |
0.786 |
|
| 2024 |
Imel ZE, Tanana MJ, Soma CS, Hull TD, Pace BT, Stanco SC, Creed TA, Moyers TB, Atkins DC. Mental Health Counseling From Conversational Content With Transformer-Based Machine Learning. Jama Network Open. 7: e2352590. PMID 38252437 DOI: 10.1001/jamanetworkopen.2023.52590 |
0.751 |
|
| 2024 |
Peavy KM, Klipsch A, Soma CS, Pace B, Imel ZE, Tanana MJ, Soth S, Ricardo-Bulis E, Atkins DC. Improving the quality of counseling and clinical supervision in opioid treatment programs: how can technology help? Addiction Science & Clinical Practice. 19: 8. PMID 38245783 DOI: 10.1186/s13722-024-00435-z |
0.749 |
|
| 2022 |
Zhang X, Tanana M, Weitzman L, Narayanan S, Atkins D, Imel Z. You never know what you are going to get: Large-scale assessment of therapists' supportive counseling skill use. Psychotherapy (Chicago, Ill.). PMID 36301302 DOI: 10.1037/pst0000460 |
0.792 |
|
| 2022 |
Creed TA, Salama L, Slevin R, Tanana M, Imel Z, Narayanan S, Atkins DC. Enhancing the quality of cognitive behavioral therapy in community mental health through artificial intelligence generated fidelity feedback (Project AFFECT): a study protocol. Bmc Health Services Research. 22: 1177. PMID 36127689 DOI: 10.1186/s12913-022-08519-9 |
0.618 |
|
| 2021 |
Flemotomos N, Martinez VR, Chen Z, Singla K, Ardulov V, Peri R, Caperton DD, Gibson J, Tanana MJ, Georgiou P, Van Epps J, Lord SP, Hirsch T, Imel ZE, Atkins DC, et al. Automated evaluation of psychotherapy skills using speech and language technologies. Behavior Research Methods. PMID 34346043 DOI: 10.3758/s13428-021-01623-4 |
0.782 |
|
| 2021 |
Tanana MJ, Soma CS, Kuo PB, Bertagnolli NM, Dembe A, Pace BT, Srikumar V, Atkins DC, Imel ZE. How do you feel? Using natural language processing to automatically rate emotion in psychotherapy. Behavior Research Methods. PMID 33754322 DOI: 10.3758/s13428-020-01531-z |
0.702 |
|
| 2021 |
Park J, Jindal A, Kuo P, Tanana M, Lafata JE, Tai-Seale M, Atkins DC, Imel ZE, Smyth P. Automated rating of patient and physician emotion in primary care visits. Patient Education and Counseling. PMID 33468364 DOI: 10.1016/j.pec.2021.01.004 |
0.789 |
|
| 2020 |
Goldberg SB, Flemotomos N, Martinez VR, Tanana MJ, Kuo PB, Pace BT, Villatte JL, Georgiou PG, Van Epps J, Imel ZE, Narayanan SS, Atkins DC. Machine learning and natural language processing in psychotherapy research: Alliance as example use case. Journal of Counseling Psychology. 67: 438-448. PMID 32614225 DOI: 10.1037/Cou0000382 |
0.778 |
|
| 2020 |
Goldberg SB, Tanana M, Imel ZE, Atkins DC, Hill CE, Anderson T. Can a computer detect interpersonal skills? Using machine learning to scale up the Facilitative Interpersonal Skills task. Psychotherapy Research : Journal of the Society For Psychotherapy Research. 1-8. PMID 32172682 DOI: 10.1080/10503307.2020.1741047 |
0.689 |
|
| 2019 |
Park J, Kotzias D, Kuo P, Logan Iv RL, Merced K, Singh S, Tanana M, Karra Taniskidou E, Lafata JE, Atkins DC, Tai-Seale M, Imel ZE, Smyth P. Detecting conversation topics in primary care office visits from transcripts of patient-provider interactions. Journal of the American Medical Informatics Association : Jamia. PMID 31532490 DOI: 10.1093/Jamia/Ocz140 |
0.719 |
|
| 2019 |
Tanana MJ, Soma CS, Srikumar V, Atkins DC, Imel ZE. Development and Evaluation of ClientBot: Patient-Like Conversational Agent to Train Basic Counseling Skills. Journal of Medical Internet Research. 21: e12529. PMID 31309929 DOI: 10.2196/12529 |
0.767 |
|
| 2019 |
Imel ZE, Pace BT, Soma CS, Tanana M, Hirsch T, Gibson J, Georgiou P, Narayanan S, Atkins DC. Design feasibility of an automated, machine-learning based feedback system for motivational interviewing. Psychotherapy (Chicago, Ill.). PMID 30958018 DOI: 10.1037/Pst0000221 |
0.772 |
|
| 2017 |
Imel ZE, Caperton DD, Tanana M, Atkins DC. Technology-Enhanced Human Interaction in Psychotherapy. Journal of Counseling Psychology. PMID 28318277 DOI: 10.1037/Cou0000213 |
0.747 |
|
| 2016 |
Tanana M, Hallgren KA, Imel ZE, Atkins DC, Srikumar V. A Comparison of Natural Language Processing Methods for Automated Coding of Motivational Interviewing. Journal of Substance Abuse Treatment. PMID 26944234 DOI: 10.1016/J.Jsat.2016.01.006 |
0.674 |
|
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