Tanana MJ - Search Results

1

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

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. Goldberg SB, et al. Among authors: tanana mj. J Couns Psychol. 2020 Jul;67(4):438-448. doi: 10.1037/cou0000382. J Couns Psychol. 2020. PMID: 32614225 Free PMC article.

2

A Comparison of Natural Language Processing Methods for Automated Coding of Motivational Interviewing.

Tanana M, Hallgren KA, Imel ZE, Atkins DC, Srikumar V. Tanana M, et al. J Subst Abuse Treat. 2016 Jun;65:43-50. doi: 10.1016/j.jsat.2016.01.006. Epub 2016 Jan 28. J Subst Abuse Treat. 2016. PMID: 26944234 Free PMC article.

3

Technology-enhanced human interaction in psychotherapy.

Imel ZE, Caperton DD, Tanana M, Atkins DC. Imel ZE, et al. J Couns Psychol. 2017 Jul;64(4):385-393. doi: 10.1037/cou0000213. Epub 2017 Mar 20. J Couns Psychol. 2017. PMID: 28318277 Free PMC article.

4

The accuracy of passive phone sensors in predicting daily mood.

Pratap A, Atkins DC, Renn BN, Tanana MJ, Mooney SD, Anguera JA, Areán PA. Pratap A, et al. Among authors: tanana mj. Depress Anxiety. 2019 Jan;36(1):72-81. doi: 10.1002/da.22822. Epub 2018 Aug 21. Depress Anxiety. 2019. PMID: 30129691 Free PMC article. Clinical Trial.

5

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

Imel ZE, Pace BT, Soma CS, Tanana M, Hirsch T, Gibson J, Georgiou P, Narayanan S, Atkins DC. Imel ZE, et al. Psychotherapy (Chic). 2019 Jun;56(2):318-328. doi: 10.1037/pst0000221. Epub 2019 Apr 8. Psychotherapy (Chic). 2019. PMID: 30958018 Free PMC article.

6

Development and Evaluation of ClientBot: Patient-Like Conversational Agent to Train Basic Counseling Skills.

Tanana MJ, Soma CS, Srikumar V, Atkins DC, Imel ZE. Tanana MJ, et al. J Med Internet Res. 2019 Jul 15;21(7):e12529. doi: 10.2196/12529. J Med Internet Res. 2019. PMID: 31309929 Free PMC article.

7

Detecting conversation topics in primary care office visits from transcripts of patient-provider interactions.

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. Park J, et al. J Am Med Inform Assoc. 2019 Dec 1;26(12):1493-1504. doi: 10.1093/jamia/ocz140. J Am Med Inform Assoc. 2019. PMID: 31532490 Free PMC article.

8

Can a computer detect interpersonal skills? Using machine learning to scale up the Facilitative Interpersonal Skills task.

Goldberg SB, Tanana M, Imel ZE, Atkins DC, Hill CE, Anderson T. Goldberg SB, et al. Psychother Res. 2021 Mar;31(3):281-288. doi: 10.1080/10503307.2020.1741047. Epub 2020 Mar 16. Psychother Res. 2021. PMID: 32172682 Free PMC article.

9

Automated rating of patient and physician emotion in primary care visits.

Park J, Jindal A, Kuo P, Tanana M, Lafata JE, Tai-Seale M, Atkins DC, Imel ZE, Smyth P. Park J, et al. Patient Educ Couns. 2021 Aug;104(8):2098-2105. doi: 10.1016/j.pec.2021.01.004. Epub 2021 Jan 7. Patient Educ Couns. 2021. PMID: 33468364

10

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

Tanana MJ, Soma CS, Kuo PB, Bertagnolli NM, Dembe A, Pace BT, Srikumar V, Atkins DC, Imel ZE. Tanana MJ, et al. Behav Res Methods. 2021 Oct;53(5):2069-2082. doi: 10.3758/s13428-020-01531-z. Epub 2021 Mar 22. Behav Res Methods. 2021. PMID: 33754322 Free PMC article.

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