Srikumar V - Search Results

1

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. Among authors: srikumar v. 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.

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. Among authors: srikumar v. 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

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. Among authors: srikumar v. J Med Internet Res. 2019 Jul 15;21(7):e12529. doi: 10.2196/12529. J Med Internet Res. 2019. PMID: 31309929 Free PMC article.

4

SweetPea: A standard language for factorial experimental design.

Musslick S, Cherkaev A, Draut B, Butt AS, Darragh P, Srikumar V, Flatt M, Cohen JD. Musslick S, et al. Among authors: srikumar v. Behav Res Methods. 2022 Apr;54(2):805-829. doi: 10.3758/s13428-021-01598-2. Epub 2021 Aug 6. Behav Res Methods. 2022. PMID: 34357537

5

A machine learning approach to identifying suicide risk among text-based crisis counseling encounters.

Broadbent M, Medina Grespan M, Axford K, Zhang X, Srikumar V, Kious B, Imel Z. Broadbent M, et al. Among authors: srikumar v. Front Psychiatry. 2023 Mar 23;14:1110527. doi: 10.3389/fpsyt.2023.1110527. eCollection 2023. Front Psychiatry. 2023. PMID: 37032952 Free PMC article.

6

Prediction of Obstructive Lung Disease from Chest Radiographs via Deep Learning Trained on Pulmonary Function Data.

Schroeder JD, Bigolin Lanfredi R, Li T, Chan J, Vachet C, Paine Iii R, Srikumar V, Tasdizen T. Schroeder JD, et al. Among authors: srikumar v. Int J Chron Obstruct Pulmon Dis. 2021 Jan 5;15:3455-3466. doi: 10.2147/COPD.S279850. eCollection 2020. Int J Chron Obstruct Pulmon Dis. 2021. PMID: 33447023 Free PMC article.

7

REFLACX, a dataset of reports and eye-tracking data for localization of abnormalities in chest x-rays.

Bigolin Lanfredi R, Zhang M, Auffermann WF, Chan J, Duong PT, Srikumar V, Drew T, Schroeder JD, Tasdizen T. Bigolin Lanfredi R, et al. Among authors: srikumar v. Sci Data. 2022 Jun 18;9(1):350. doi: 10.1038/s41597-022-01441-z. Sci Data. 2022. PMID: 35717401 Free PMC article.

8

NLIZE: A Perturbation-Driven Visual Interrogation Tool for Analyzing and Interpreting Natural Language Inference Models.

Liu S, Li Z, Li T, Srikumar V, Pascucci V, Bremer PT. Liu S, et al. Among authors: srikumar v. IEEE Trans Vis Comput Graph. 2018 Sep 5. doi: 10.1109/TVCG.2018.2865230. Online ahead of print. IEEE Trans Vis Comput Graph. 2018. PMID: 30188829

9

Visual Exploration of Semantic Relationships in Neural Word Embeddings.

Liu S, Bremer PT, Thiagarajan JJ, Srikumar V, Wang B, Livnat Y, Pascucci V. Liu S, et al. Among authors: srikumar v. IEEE Trans Vis Comput Graph. 2018 Jan;24(1):553-562. doi: 10.1109/TVCG.2017.2745141. Epub 2017 Aug 29. IEEE Trans Vis Comput Graph. 2018. PMID: 28866574

10

Identification of cultural conversations in therapy using natural language processing models.

Kuo PB, Mehta M, Hashtpari H, Srikumar V, Tanana MJ, Tao KW, Drinane JM, Van-Epps J, Imel ZE. Kuo PB, et al. Among authors: srikumar v. Psychotherapy (Chic). 2024 Oct 14. doi: 10.1037/pst0000542. Online ahead of print. Psychotherapy (Chic). 2024. PMID: 39404819

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