Projects per year
Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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The Fingerprint is created by mining the titles and abstracts of the person's research outputs and projects/funding awards to create an index of weighted terms from discipline-specific thesauri.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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University of Minnesota Clinical and Translational Science Institute (UMN CTSI)
Blazar, B. R., Beebe, T. J., Bellin, M. D., Berge, J. M., Billings, J. L., Bischof, J. C., Brearley, A. M., Call, K. T., Fu, S. S., Fulkerson, J., Guan, W., Hardeman, R. R., Haynes, D. A., Henning-Smith, C. E., Johnson, S., Jones-Webb, R. J., Kozhimannil, K. B., Langworthy, B., Lim, H. H., Melton-Meaux, G. B., Nunez, A., Pakhomov, S. V., Pieczkiewicz, D. S., Randolph, A. C., Riggs, S., Rudser, K., Schleiss, M. R., Shen, S., Vaughn, B. P. & Vock, D. M.
NIH NAT'L CTR FOR ADVANCING TRAN SCIENCE
9/18/23 → 7/31/30
Project: Research project
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DeconDTN: Deconfounding Deep Transformer Networks for Clinical NLP
UNIVERSITY OF WASHINGTON, NATIONAL INSTITUTES OF HEALTH (NIH)
6/1/22 → 2/29/24
Project: Research project
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Natural language conversational agent technology for MnCHOICES Certified Assessors
MN DEPARTMENT OF HUMAN SERVICES
5/6/19 → 4/21/24
Project: Research project
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University of Minnesota Clinical and Translational Science Institute (UMN CTSI)
Blazar, B. R., AbuSalah, A. M., Adam, T. J., Aliferis, MD, PhD, C., Allen, J., Beckman, K. B., Billings, J. L., Bloomfield, H. E., Bornsztein, B., Brearley, A. M., Call, K. T., Chi, C., Clancy, T. R., Connett, J. E., Daniels, B. S., Eder, M., El-Fakahany, E. E., Fischer, G., Fulkerson, J., Garwood, M., Georgopoulos, A. P., Guan, W., Henderson, J. N., Hodges, J. S., Ingbar, D. H., Jones-Webb, R. J., Jordan, C., Karypis, G., Knights, D., Kumar, V., LeBien, T. W., Lim, K. O., Ma, S., Melton-Meaux, G. B., Myers, C. L., Neuhauser, C., Oakes, M., Okuyemi, K., Pakhomov, S. V., Panoskaltsis-Mortari, A., Pieczkiewicz, D. S., Raymond, N. C., Riggs, S., Rudser, K., Ruggles, S., Schacker, T. W., Schleiss, M. R., Shekhar, S., Shen, S., Simon, G. J., Ugurbil, K., Vock, D. M., Volkov, B. B., Wang, J., Warren, R., Weber-Main, A. M., Weisdorf, D. J., Wolf, S. M., Zellmer-Bruhn, M. E. & Zhang, R.
NIH NAT'L CTR FOR ADVANCING TRAN SCIENCE
3/30/18 → 11/17/23
Project: Research project
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Computerized assessment of linguistic indicators of lucidity in Alzheimer's Disease dementia
NIH NAT'L INSTITUTE ON AGING (NIA)
9/15/20 → 8/31/23
Project: Research project
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Feasibility of Using an Armband Optical Heart Rate Sensor in Naturalistic Environment
Yu, H., Kotlyar, M., Dufresne, S. R., Thuras, P. D. & Pakhomov, S., 2023, In: Pacific Symposium on Biocomputing. 2023, p. 43-54 12 p.Research output: Contribution to journal › Conference article › peer-review
Open Access -
A conversational agent system for dietary supplements use
Singh, E., Bompelli, A., Wan, R., Bian, J., Pakhomov, S. & Zhang, R., Jul 2022, In: BMC medical informatics and decision making. 22, 153.Research output: Contribution to journal › Article › peer-review
Open Access2 Scopus citations -
Fully automated detection of formal thought disorder with Time-series Augmented Representations for Detection of Incoherent Speech (TARDIS)
Xu, W., Wang, W., Portanova, J., Chander, A., Campbell, A., Pakhomov, S., Ben-Zeev, D. & Cohen, T., Feb 2022, In: Journal of Biomedical Informatics. 126, 103998.Research output: Contribution to journal › Article › peer-review
Open Access5 Scopus citations -
GPT-D: Inducing Dementia-related Linguistic Anomalies by Deliberate Degradation of Artificial Neural Language Models
Li, C., Knopman, D., Xu, W., Cohen, T. & Pakhomov, S., 2022, ACL 2022 - 60th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference (Long Papers). Muresan, S., Nakov, P. & Villavicencio, A. (eds.). Association for Computational Linguistics (ACL), p. 1866-1877 12 p. (Proceedings of the Annual Meeting of the Association for Computational Linguistics; vol. 1).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
4 Scopus citations -
Measuring Physiological Markers of Stress During Conversational Agent Interactions
Datar, S., Ferland, L., Foo, E., Kotlyar, M., Holschuh, B., Gini, M., Michalowski, M. & Pakhomov, S., 2022, AI for Disease Surveillance and Pandemic Intelligence - Intelligent Disease Detection in Action. Shaban-Nejad, A., Michalowski, M. & Bianco, S. (eds.). Springer Science and Business Media Deutschland GmbH, p. 247-265 19 p. (Studies in Computational Intelligence; vol. 1013).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Datasets
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Semantic Relatedness and Similarity Reference Standards for Medical Terms
Pakhomov, S. V., Data Repository for the University of Minnesota, 2018
DOI: 10.13020/D6CX04, http://hdl.handle.net/11299/196265
Dataset