Machine learning and natural language processing in psychotherapy research: Alliance as example use case
Goldberg, Simon B, Flemotomos, Nikolaos, Martinez, Victor R, Tanana, Michael J, Kuo, Patty B, Pace, Brian T, Villatte, Jennifer L, Georgiou, Panayiotis G, Van Epps, Jake, Imel, Zac E, Narayanan, Shrikanth S, Atkins, David C
Published in Journal of counseling psychology (01.07.2020)
Published in Journal of counseling psychology (01.07.2020)
Get more information
Journal Article
The accuracy of passive phone sensors in predicting daily mood
Pratap, Abhishek, Atkins, David C., Renn, Brenna N., Tanana, Michael J., Mooney, Sean D., Anguera, Joaquin A., Areán, Patricia A.
Published in Depression and anxiety (01.01.2019)
Published in Depression and anxiety (01.01.2019)
Get full text
Journal Article
How do you feel? Using natural language processing to automatically rate emotion in psychotherapy
Tanana, Michael J., Soma, Christina S., Kuo, Patty B., Bertagnolli, Nicolas M., Dembe, Aaron, Pace, Brian T., Srikumar, Vivek, Atkins, David C., Imel, Zac E.
Published in Behavior research methods (01.10.2021)
Published in Behavior research methods (01.10.2021)
Get full text
Journal Article
Automated evaluation of psychotherapy skills using speech and language technologies
Flemotomos, Nikolaos, Martinez, Victor R., Chen, Zhuohao, Singla, Karan, Ardulov, Victor, Peri, Raghuveer, Caperton, Derek D., Gibson, James, Tanana, Michael J., Georgiou, Panayiotis, Van Epps, Jake, Lord, Sarah P., Hirsch, Tad, Imel, Zac E., Atkins, David C., Narayanan, Shrikanth
Published in Behavior research methods (01.04.2022)
Published in Behavior research methods (01.04.2022)
Get full text
Journal Article
Enhancing the quality of cognitive behavioral therapy in community mental health through artificial intelligence generated fidelity feedback (Project AFFECT): a study protocol
Creed, Torrey A, Salama, Leah, Slevin, Roisin, Tanana, Michael, Imel, Zac, Narayanan, Shrikanth, Atkins, David C
Published in BMC health services research (20.09.2022)
Published in BMC health services research (20.09.2022)
Get full text
Journal Article
Identification of cultural conversations in therapy using natural language processing models
Kuo, Patty B, Mehta, Maitrey, Hashtpari, Halleh, Srikumar, Vivek, Tanana, Michael J, Tao, Karen W, Drinane, Joanna M, Van-Epps, Jake, Imel, Zac E
Published in Psychotherapy (Chicago, Ill.) (14.10.2024)
Published in Psychotherapy (Chicago, Ill.) (14.10.2024)
Get more information
Journal Article
Improving the quality of counseling and clinical supervision in opioid treatment programs: how can technology help?
Peavy, K Michelle, Klipsch, Angela, Soma, Christina S, Pace, Brian, Imel, Zac E, Tanana, Michael J, Soth, Sean, Ricardo-Bulis, Esther, Atkins, David C
Published in Addiction science & clinical practice (20.01.2024)
Published in Addiction science & clinical practice (20.01.2024)
Get full text
Journal Article
Does NEPA Help or Harm ESA Critical Habitat Designations? An Assessment of Over 600 Critical Habitat Rules
Ruple, John C, Tanana, Michael J, William, Merrill M
Published in Ecology law quarterly (01.01.2020)
Published in Ecology law quarterly (01.01.2020)
Get full text
Journal Article
Harnessing Innovative Technologies to Train Nurses in Suicide Safety Planning With Hospitalized Patients: Protocol for Formative and Pilot Feasibility Research
Darnell, Doyanne, Areán, Patricia A, Dorsey, Shannon, Atkins, David C, Tanana, Michael J, Hirsch, Tad, Mooney, Sean D, Boudreaux, Edwin D, Comtois, Katherine Anne
Published in JMIR research protocols (15.12.2021)
Published in JMIR research protocols (15.12.2021)
Get full text
Journal Article
Mental Health Counseling From Conversational Content With Transformer-Based Machine Learning
Imel, Zac E, Tanana, Michael J, Soma, Christina S, Hull, Thomas D, Pace, Brian T, Stanco, Sarah C, Creed, Torrey A, Moyers, Theresa B, Atkins, David C
Published in JAMA network open (22.01.2024)
Published in JAMA network open (22.01.2024)
Get full text
Journal Article
Outcomes in Mental Health Counseling From Conversational Content With Transformer-Based Machine Learning
Imel, Zac E., Tanana, Michael J., Soma, Christina S., Hull, Thomas D., Pace, Brian T., Stanco, Sarah C., Creed, Torrey A., Moyers, Theresa B., Atkins, David C.
Published in JAMA network open (02.01.2024)
Published in JAMA network open (02.01.2024)
Get full text
Journal Article
Harnessing Innovative Technologies to Train Nurses in Suicide Safety Planning With Hospital Patients: Formative Acceptability Evaluation of an eLearning Continuing Education Training
Darnell, Doyanne, Pierson, Andria, Tanana, Michael J, Dorsey, Shannon, Boudreaux, Edwin D, Areán, Patricia A, Comtois, Katherine Anne
Published in JMIR formative research (06.09.2024)
Published in JMIR formative research (06.09.2024)
Get full text
Journal Article
Technology-enhanced human interaction in psychotherapy
Imel, Zac E, Caperton, Derek D, Tanana, Michael, Atkins, David C
Published in Journal of counseling psychology (01.07.2017)
Published in Journal of counseling psychology (01.07.2017)
Get more information
Journal Article
You never know what you are going to get: Large-scale assessment of therapists' supportive counseling skill use
Zhang, Xinyao, Tanana, Michael, Weitzman, Lauren, Narayanan, Shrikanth, Atkins, David, Imel, Zac
Published in Psychotherapy (Chicago, Ill.) (01.06.2023)
Published in Psychotherapy (Chicago, Ill.) (01.06.2023)
Get more information
Journal Article