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Mental Health Counseling From Conversational Content With Transformer-Based Machine Learning.
JAMA Netw Open. 2024 Jan 2;7(1):e2352590. doi: 10.1001/jamanetworkopen.2023.52590.
JAMA Netw Open. 2024.
PMID: 38252437
Free PMC article.
Improving the quality of counseling and clinical supervision in opioid treatment programs: how can technology help?
Peavy KM, Klipsch A, Soma CS, Pace B, Imel ZE, Tanana MJ, Soth S, Ricardo-Bulis E, Atkins DC.
Peavy KM, et al. Among authors: tanana mj.
Addict Sci Clin Pract. 2024 Jan 20;19(1):8. doi: 10.1186/s13722-024-00435-z.
Addict Sci Clin Pract. 2024.
PMID: 38245783
Free PMC article.
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Harnessing Innovative Technologies to Train Nurses in Suicide Safety Planning With Hospitalized Patients: Protocol for Formative and Pilot Feasibility Research.
Darnell D, Areán PA, Dorsey S, Atkins DC, Tanana MJ, Hirsch T, Mooney SD, Boudreaux ED, Comtois KA.
Darnell D, et al. Among authors: tanana mj.
JMIR Res Protoc. 2021 Dec 15;10(12):e33695. doi: 10.2196/33695.
JMIR Res Protoc. 2021.
PMID: 34914618
Free PMC article.
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Automated evaluation of psychotherapy skills using speech and language technologies.
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, Narayanan S.
Flemotomos N, et al. Among authors: tanana mj.
Behav Res Methods. 2022 Apr;54(2):690-711. doi: 10.3758/s13428-021-01623-4. Epub 2021 Aug 3.
Behav Res Methods. 2022.
PMID: 34346043
Free PMC article.
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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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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.
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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.
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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.
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