Serguei Pakhomov
University of Minnesota-Twin Cities
H-index: 40
North America-United States
Top articles of Serguei Pakhomov
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
A curious case of retrogenesis in language: Automated analysis of language patterns observed in dementia patients and young children | Neuroscience informatics | Changye Li Jacob Solinsky Trevor Cohen Serguei Pakhomov | 2024/3/1 |
Useful blunders: Can automated speech recognition errors improve downstream dementia classification? | Journal of Biomedical Informatics | Changye Li Weizhe Xu Trevor Cohen Serguei Pakhomov | 2024/2/1 |
PROTOCOLS FOR COLLECTING CONVERSATIONAL LANGUAGE IN PERSONS WITH DEMENTIA | Innovation in Aging | Oleg Zaslavsky Trevor Cohen Kuan-Ching Wu Jessica Jin Shao-Yun Chien | 2023/12 |
Automated Neural Nursing Assistant (ANNA): An Over-The-Phone System for Cognitive Monitoring | Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH | Jacob Solinsky Raymond Finzel Martin Michalowski Serguei Pakhomov | 2023 |
The Power of Speech in the Wild: Discriminative Power of Daily Voice Diaries in Understanding Auditory Verbal Hallucinations Using Deep Learning | Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies | Weichen Wang Weizhe Xu Ayesha Chander Subigya Nepal Benjamin Buck | 2023/9/27 |
Trestle: Toolkit for reproducible execution of speech, text and language experiments | AMIA Summits on Translational Science Proceedings | Changye Li Weizhe Xu Trevor Cohen Martin Michalowski Serguei Pakhomov | 2023 |
A Dialogue System for Assessing Activities of Daily Living: Improving Consistency with Grounded Knowledge | arXiv preprint arXiv:2307.07544 | Zhecheng Sheng Raymond Finzel Michael Lucke Sheena Dufresne Maria Gini | 2023/7/15 |
A Conversational Agent for Early Detection of Neurotoxic Effects of Medications through Automated Intensive Observation | Serguei Pakhomov Jacob Solinsky Martin Michalowski Veronika Bachanova | 2023 | |
Backdoor adjustment of confounding by provenance for robust text classification of multi-institutional clinical notes | AMIA Annual Symposium Proceedings | Xiruo Ding Zhecheng Sheng Meliha Yetişgen Serguei Pakhomov Trevor Cohen | 2023 |
Enhancing Robustness of Foundation Model Representations under Provenance-related Distribution Shifts | arXiv preprint arXiv:2312.05435 | Xiruo Ding Zhecheng Sheng Brian Hur Feng Chen Serguei VS Pakhomov | 2023/12/9 |
MTAP-A Distributed Framework for NLP Pipelines | Benjamin C Knoll Reed McEwan Raymond Finzel Greg Silverman Rui Zhang | 2022/6/11 | |
Gpt-d: Inducing dementia-related linguistic anomalies by deliberate degradation of artificial neural language models | arXiv preprint arXiv:2203.13397 | Changye Li David Knopman Weizhe Xu Trevor Cohen Serguei Pakhomov | 2022/3/25 |
Fully automated detection of formal thought disorder with Time-series Augmented Representations for Detection of Incoherent Speech (TARDIS) | Journal of biomedical informatics | Weizhe Xu Weichen Wang Jake Portanova Ayesha Chander Andrew Campbell | 2022/2/1 |
The far side of failure: Investigating the impact of speech recognition errors on subsequent dementia classification | arXiv preprint arXiv:2211.07430 | Changye Li Trevor Cohen Serguei Pakhomov | 2022/11/11 |
Feasibility of Using an Armband Optical Heart Rate Sensor in Naturalistic Environment | Hang Yu Michael Kotlyar Sheena Dufresne Paul Thuras Serguei Pakhomov | 2022 | |
Predictors of postacute sequelae of Covid-19 development and rehabilitation: A retrospective study | Archives of Physical Medicine and Rehabilitation | Nermine Abdelwahab Nicholas E Ingraham Nguyen Nguyen Lianne Siegel Greg Silverman | 2022/10/1 |
A conversational agent system for dietary supplements use | BMC medical informatics and decision making | Esha Singh Anu Bompelli Ruyuan Wan Jiang Bian Serguei Pakhomov | 2022/7 |
Conversational agent for daily living assessment coaching demo | Raymond Finzel Aditya Gaydhani Sheena Dufresne Maria Gini Serguei Pakhomov | 2021/4 | |
Are synthetic clinical notes useful for real natural language processing tasks: A case study on clinical entity recognition | Journal of the American Medical Informatics Association | Jianfu Li Yujia Zhou Xiaoqian Jiang Karthik Natarajan Serguei Vs Pakhomov | 2021/10 |
Extracting clinically relevant information from medical records | 2021/2/25 |
Co-Authors
