Serguei Pakhomov - Publications, H-index & Citations

Serguei Pakhomov

University of Minnesota

32H指数

194论文数

5.2K被引数

收录论文 29

发表时间

Perplexity and proximity: Large language model perplexity complements semantic distance metrics for the detection of incoherent speech 困惑度与邻近度：大型语言模型的困惑度补充语义距离度量，用于检测不连贯的言语

Journal of Biomedical Informatics

IF4.5

2025-08-21

OAAI

Weizhe Xu; Serguei Pakhomov; Patrick Heagerty; Eric Horvitz; Ellen R. Bradley; Josh Woolley; Andrew Campbell; Alex Cohen; Dror Ben-Zeev; Trevor Cohen

Relative importance of temporal and location features in predicting smoking events 时间和位置特征在预测吸烟事件中的相对重要性

npj Digital Medicine

IF15.1

2025-07-05

OAAI

Han Yang; Hang Yu; Michael Kotlyar; Sheena R. Dufresne; Serguei V. S. Pakhomov

Tailoring task arithmetic to address bias in models trained on multi-institutional datasets 针对多机构数据集训练的模型，定制任务算术以解决其中的偏差问题

Journal of Biomedical Informatics

IF4.5

2025-06-08

PREAI

Xiruo Ding; Zhecheng Sheng; Brian Hur; Justin Tauscher; Dror Ben-Zeev; Meliha Yetişgen; Serguei Pakhomov; Trevor Cohen

Predicting accrual success for better clinical trial resource allocation

SCIENTIFIC REPORTS

IF3.9

2025-01-31

OAAI

Ma, Sisi; Wang, Yinzhao; Wagner, John; Johnson, Steve; Pakhomov, Serguei; Aliferis, Constantin

Coherence and comprehensibility: Large language models predict lay understanding of health-related content

JOURNAL OF BIOMEDICAL INFORMATICS

IF4.5

2025-01-01

PREAI

Cohen, Trevor; Xu, Weizhe; Guo, Yue; Pakhomov, Serguei; Leroy, Gondy

Useful blunders: Can automated speech recognition errors improve downstream dementia classification?

JOURNAL OF BIOMEDICAL INFORMATICS

IF4.5

2024-02-01

OAAI

Li, Changye; Xu, Weizhe; Cohen, Trevor; Pakhomov, Serguei

The Power of Speech in the Wild: Discriminative Power of Daily Voice Diaries in Understanding Auditory Verbal Hallucinations Using Deep Learning 野外言语的力量: 日常语音日记在使用深度学习理解听觉言语幻觉中的辨别力

PROCEEDINGS OF THE ACM ON INTERACTIVE MOBILE WEARABLE AND UBIQUITOUS TECHNOLOGIES-IMWUT

IF4.5

2023-09-27

PREAI

Wang, Weichen; Xu, Weizhe; Chander, Ayesha; Nepal, Subigya; Buck, Benjamin; Pakhomov, Serguei; Cohen, Trevor; Ben-Zeev, Dror; Campbell, Andrew

Predictors of Postacute Sequelae of COVID-19 Development and Rehabilitation: A Retrospective Study

ARCHIVES OF PHYSICAL MEDICINE AND REHABILITATION

IF3.7

2022-10-01

OAAI

Abdelwahab, Nermine; Ingraham, Nicholas E.; Nguyen, Nguyen; Siegel, Lianne; Silverman, Greg; Sahoo, Himanshu Shekhar; Pakhomov, Serguei; Morse, Leslie R.; Billings, Joanne; Usher, Michael G.; Melnik, Tanya E.; Tignanelli, Christopher J.; Ikramuddin, Farha

A conversational agent system for dietary supplements use 用于膳食补充剂的对话代理系统

BMC MEDICAL INFORMATICS AND DECISION MAKING

IF3.8

2022-07-07

OAAI

Singh, Esha; Bompelli, Anu; Wan, Ruyuan; Bian, Jiang; Pakhomov, Serguei; Zhang, Rui

Fully automated detection of formal thought disorder with Time-series Augmented Representations for Detection of Incoherent Speech (TARDIS)

JOURNAL OF BIOMEDICAL INFORMATICS

IF4.5

2022-02-01

OAAI

Xu, Weizhe; Wang, Weichen; Portanova, Jake; Chander, Ayesha; Campbell, Andrew; Pakhomov, Serguei; Ben-Zeev, Dror; Cohen, Trevor

Altered verbal fluency processes in older adults with age-related hearing loss

EXPERIMENTAL GERONTOLOGY

IF4.3

2020-02-01

PREAI

Loughrey, David G.; Pakhomov, Serguei V. S.; Lawlor, Brian A.

A privacy-preserving distributed filtering framework for NLP artifacts

BMC MEDICAL INFORMATICS AND DECISION MAKING

IF3.8

2019-09-07

OAAI

Sadat, Md Nazmus; Aziz, Md Momin Al; Mohammed, Noman; Pakhomov, Serguei; Liu, Hongfang; Jiang, Xiaoqian

Paradoxical lucidity: A potential paradigm shift for the neurobiology and treatment of severe dementias

ALZHEIMERS & DEMENTIA

IF11.1

2019-06-19

OAAI

Mashour, George A.; Frank, Lori; Batthyany, Alexander; Kolanowski, Ann Marie; Nahm, Michael; Schulman-Green, Dena; Greyson, Bruce; Pakhomov, Serguei; Karlawish, Jason; Shah, Raj C.

Detecting clinically relevant new information in clinical notes across specialties and settings

BMC MEDICAL INFORMATICS AND DECISION MAKING

IF3.8

2017-07-05

OAAI

Zhang, Rui; Pakhomov, Serguei V. S.; Arsoniadis, Elliot G.; Lee, Janet T.; Wang, Yan; Melton, Genevieve B.

A comparative observational study of inpatient clinical note-entry and reading/retrieval styles adopted by physicians 医师采用的住院临床记录录入和阅读/检索方式的比较观察性研究

INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS

IF4.1

2016-06-01

OAAI

Rizvi, Rubina F.; Harder, Kathleen A.; Hultman, Gretchen M.; Adam, Terrence J.; Kim, Michael; Pakhomov, Serguei V. S.; Melton, Genevieve B.

Ease of adoption of clinical natural language processing software: An evaluation of five systems

JOURNAL OF BIOMEDICAL INFORMATICS

IF4.5

2015-12-01

OAAI

Zheng, Kai; Vydiswaran, V. G. Vinod; Liu, Yang; Wang, Yue; Stubbs, Amber; Uzuner, Ozlem; Gururaj, Anupama E.; Bayer, Samuel; Aberdeen, John; Rumshisky, Anna; Pakhomov, Serguei; Liu, Hongfang; Xu, Hua

Pharmacokinetic-pharmacodynamic modelling of intravenous and oral topiramate and its effect on phonemic fluency in adult healthy volunteers

BRITISH JOURNAL OF CLINICAL PHARMACOLOGY

IF3

2015-04-22

OAAI

Ahmed, Ghada F.; Marino, Susan E.; Brundage, Richard C.; Pakhomov, Serguei V. S.; Leppik, Ilo E.; Cloyd, James C.; Clark, Annie; Birnbaum, Angela K.

Domain adaption of parsing for operative notes

JOURNAL OF BIOMEDICAL INFORMATICS

IF4.5

2015-04-01

OAAI

Wang, Yan; Pakhomov, Serguei; Ryan, James O.; Melton, Genevieve B.

A computational linguistic measure of clustering behavior on semantic verbal fluency task predicts risk of future dementia in the Nun Study

CORTEX

IF3.3

2014-06-01

OAAI

Pakhomov, Serguei V. S.; Hemmy, Laura S.

Using semantic predications to uncover drug-drug interactions in clinical data

JOURNAL OF BIOMEDICAL INFORMATICS

IF4.5

2014-06-01

OAAI

Zhang, Rui; Cairelli, Michael J.; Fiszman, Marcelo; Rosemblat, Graciela; Kilicoglu, Halil; Rindflesch, Thomas C.; Pakhomov, Serguei V.; Melton, Genevieve B.

研究方向