Serguei Pakhomov

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 31

Top Topics

Fully Automated

Speech Recognition

Natural Language

Top Venues

J. Biomed. Informatics

J. Am. Medical Informatics Assoc.

Publications

Changye Li, Weizhe Xu, Trevor Cohen, Serguei Pakhomov
Useful blunders: Can automated speech recognition errors improve downstream dementia classification? J. Biomed. Informatics 150 (2024)
Changye Li, Zhecheng Sheng, Trevor Cohen, Serguei Pakhomov
Too Big to Fail: Larger Language Models are Disproportionately Resilient to Induction of Dementia-Related Linguistic Anomalies. ACL (Findings) (2024)
Changye Li, Trevor Cohen, Serguei Pakhomov
Reexamining Racial Disparities in Automatic Speech Recognition Performance: The Role of Confounding by Provenance. CoRR (2024)
Changye Li, Weizhe Xu, Trevor Cohen, Serguei Pakhomov
Useful Blunders: Can Automated Speech Recognition Errors Improve Downstream Dementia Classification? CoRR (2024)
Changye Li, Zhecheng Sheng, Trevor Cohen, Serguei Pakhomov
Too Big to Fail: Larger Language Models are Disproportionately Resilient to Induction of Dementia-Related Linguistic Anomalies. CoRR (2024)
Jacob C. Solinsky, Raymond L. Finzel, Martin Michalowski, Serguei Pakhomov
Automated Neural Nursing Assistant (ANNA): An Over-The-Phone System for Cognitive Monitoring. INTERSPEECH (2023)
Zhecheng Sheng, Raymond L. Finzel, Michael Lucke, Sheena Dufresne, Maria L. Gini, Serguei Pakhomov
A Dialogue System for Assessing Activities of Daily Living: Improving Consistency with Grounded Knowledge. CoRR (2023)
Changye Li, Trevor Cohen, Martin Michalowski, Serguei Pakhomov
TRESTLE: Toolkit for Reproducible Execution of Speech, Text and Language Experiments. CoRR (2023)
Xiruo Ding, Zhecheng Sheng, Meliha Yetisgen, Serguei Pakhomov, Trevor Cohen
Backdoor Adjustment of Confounding by Provenance for Robust Text Classification of Multi-institutional Clinical Notes. CoRR (2023)
Weichen Wang, Weizhe Xu, Ayesha Chander, Subigya Nepal, Benjamin Buck, Serguei Pakhomov, Trevor Cohen, Dror Ben-Zeev, Andrew Campbell
The Power of Speech in the Wild: Discriminative Power of Daily Voice Diaries in Understanding Auditory Verbal Hallucinations Using Deep Learning. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 7 (3) (2023)
Changye Li, Trevor Cohen, Serguei Pakhomov
The Far Side of Failure: Investigating the Impact of Speech Recognition Errors on Subsequent Dementia Classification. CoRR (2022)
Changye Li, David S. Knopman, Weizhe Xu, Trevor Cohen, Serguei Pakhomov
GPT-D: Inducing Dementia-related Linguistic Anomalies by Deliberate Degradation of Artificial Neural Language Models. CoRR (2022)
Changye Li, David S. Knopman, Weizhe Xu, Trevor Cohen, Serguei Pakhomov
GPT-D: Inducing Dementia-related Linguistic Anomalies by Deliberate Degradation of Artificial Neural Language Models. ACL (1) (2022)
Esha Singh, Anusha Bompelli, Ruyuan Wan, Jiang Bian, Serguei Pakhomov, Rui Zhang
A conversational agent system for dietary supplements use. BMC Medical Informatics Decis. Mak. (1) (2022)
Weizhe Xu, Weichen Wang, Jake Portanova, Ayesha Chander, Andrew Campbell, Serguei Pakhomov, Dror Ben-Zeev, Trevor Cohen
Fully automated detection of formal thought disorder with Time-series Augmented Representations for Detection of Incoherent Speech (TARDIS). J. Biomed. Informatics 126 (2022)
Esha Singh, Anusha Bompelli, Ruyuan Wan, Jiang Bian, Serguei Pakhomov, Rui Zhang
A Conversational Agent System for Dietary Supplements Use. CoRR (2021)
Raymond L. Finzel, Aditya Gaydhani, Sheena Dufresne, Maria L. Gini, Serguei Pakhomov
Conversational Agent for Daily Living Assessment Coaching Demo. EACL (System Demonstrations) (2021)
Yue Guo, Changye Li, Carol Roan, Serguei Pakhomov, Trevor Cohen
Crossing the "Cookie Theft" Corpus Chasm: Applying What BERT Learns From Outside Data to the ADReSS Challenge Dementia Detection Task. Frontiers Comput. Sci. 3 (2021)
Anusha Bompelli, Greg M. Silverman, Raymond L. Finzel, Jake Vasilakes, Benjamin Knoll, Serguei Pakhomov, Rui Zhang
Comparing NLP Systems to Extract Entities of Eligibility Criteria in Dietary Supplements Clinical Trials Using NLP-ADAPT. AIME (2020)
Aditya Gaydhani, Raymond L. Finzel, Sheena Dufresne, Maria L. Gini, Serguei Pakhomov
Conversational Agent for Daily Living Assessment Coaching. AI4Function@IJCAI (2020)
Esha Singh, Anusha Bompelli, Andrew Yang, Andrew Wang, Serguei Pakhomov, Rui Zhang
A Prototype Conversational Agent for Dietary Supplements. ICHI (2020)
Trevor Cohen, Serguei Pakhomov
A Tale of Two Perplexities: Sensitivity of Neural Language Models to Lexical Retrieval Deficits in Dementia of the Alzheimer's Type. ACL (2020)
Trevor Cohen, Serguei Pakhomov
A Tale of Two Perplexities: Sensitivity of Neural Language Models to Lexical Retrieval Deficits in Dementia of the Alzheimer's Type. CoRR (2020)
Xiao Dong, Jianfu Li, Ekin Soysal, Jiang Bian, Scott L. DuVall, Elizabeth Hanchrow, Hongfang Liu, Kristine E. Lynch, Michael E. Matheny, Karthik Natarajan, Lucila Ohno-Machado, Serguei Pakhomov, Ruth Madeleine Reeves, Amy M. Sitapati, Swapna Abhyankar, Theresa Cullen, Jami Deckard, Xiaoqian Jiang, Robert Murphy, Hua Xu
COVID-19 TestNorm: A tool to normalize COVID-19 testing names to LOINC codes. J. Am. Medical Informatics Assoc. 27 (9) (2020)
Gretchen M. Hultman, Jenna L. Marquard, Swaminathan Kandaswamy, Elizabeth A. Lindemann, Serguei Pakhomov, Genevieve B. Melton
Electronic Progress Note Reading Patterns: An Eye Tracking Analysis. MedInfo (2019)
Md. Nazmus Sadat, Md Momin Al Aziz, Noman Mohammed, Serguei Pakhomov, Hongfang Liu, Xiaoqian Jiang
A privacy-preserving distributed filtering framework for NLP artifacts. BMC Medical Informatics Decis. Mak. 19 (1) (2019)
Greg M. Silverman, Elizabeth A. Lindemann, Geetanjali Rajamani, Raymond L. Finzel, Reed McEwan, Benjamin C. Knoll, Serguei Pakhomov, Genevieve B. Melton, Christopher J. Tignanelli
Named Entity Recognition in Prehospital Trauma Care. MedInfo (2019)
Gretchen M. Hultman, Jenna L. Marquard, Elizabeth Lindemann, Elliot G. Arsoniadis, Serguei Pakhomov, Genevieve B. Melton
Challenges and Opportunities to Improve the Clinician Experience Reviewing Electronic Progress Notes. Appl. Clin. Inform. 10 (03) (2019)
Ergin Soysal, Jingqi Wang, Min Jiang, Yonghui Wu, Serguei Pakhomov, Hongfang Liu, Hua Xu
CLAMP - a toolkit for efficiently building customized clinical natural language processing pipelines. J. Am. Medical Informatics Assoc. 25 (3) (2018)
Gregory P. Finley, Stephanie Farmer, Serguei Pakhomov
What Analogies Reveal about Word Vectors and their Compositionality. *SEM (2017)
Gretchen M. Hultman, Reed McEwan, Serguei Pakhomov, Elizabeth Lindemann, Steven J. Skube, Genevieve B. Melton
Usability Evaluation of NLP-PIER: A Clinical Document Search Engine for Researchers. MedInfo (2017)
Yan Wang, Serguei Pakhomov, James O. Ryan, Genevieve B. Melton
Domain adaption of parsing for operative notes. J. Biomed. Informatics 54 (2015)
Kai Zheng, V. G. Vinod Vydiswaran, Yang Liu, Yue Wang, Amber Stubbs, Özlem Uzuner, Anupama E. Gururaj, Samuel Bayer, John S. Aberdeen, Anna Rumshisky, Serguei Pakhomov, Hongfang Liu, Hua Xu
Ease of adoption of clinical natural language processing software: An evaluation of five systems. J. Biomed. Informatics 58 (2015)
Genevieve B. Melton, Sungrim Moon, Bridget T. McInnes, Serguei Pakhomov
Automated Identification of Synonyms in Biomedical Acronym Sense Inventories. Louhi@NAACL-HLT (2010)
Bridget T. McInnes, Ted Pedersen, Serguei Pakhomov
Determining the Syntactic Structure of Medical Terms in Clinical Notes. BioNLP@ACL (2007)
Guergana Savova, Marcelline R. Harris, Serguei Pakhomov, Christopher G. Chute
Frame Semantics and the Domain of Functioning, Disability and Health. AMIA (2005)
Serguei Pakhomov, Ted Pedersen, Christopher G. Chute
Abbreviation and Acronym Disambiguation in Clinical Discourse. AMIA (2005)
Thomas C. Rindflesch, Serguei Pakhomov, Marcelo Fiszman, Halil Kilicoglu, Vincent R. Sánchez
Medical Facts to Support Inferencing in Natural Language Processing. AMIA (2005)
Serguei Pakhomov, Anni Coden, Christopher G. Chute
Creating a Test Corpus of Clinical Notes Manually Tagged for Part-of-Speech Information. NLPBA/BioNLP (2004)