Lessons learned from the semantic translation of healthcare data. - Robert W. Techentin; Jennifer St Sauver; Jeanne Huddleston; Barry K. Gilbert; David R. Holmes 001 (Healthcom, 2014)

Research and applications: An electronic health record driven algorithm to identify incident antidepressant medication users. - William V. Bobo; Jyotishman Pathak; Hilal Maradit Kremers; Barbara P. Yawn; Scott M. Brue; Cynthia J. Stoppel; Paul E. Croarkin; Jennifer St Sauver; Mark A. Frye; Walter A. Rocca (J. Am. Medical Informatics Assoc., 2014)

Temporal Pattern and Association Discovery of Diagnosis Codes Using Deep Learning. - Saeed Mehrabi 003; Sunghwan Sohn; Dingcheng Li; Joshua J. Pankratz; Terry M. Therneau; Jennifer L. St. Sauver; Hongfang Liu; Mathew J. Palakal (ICHI, 2015)

Deep Learning Solutions for Classifying Patients on Opioid Use. - Zhengping Che; Jennifer L. St. Sauver; Hongfang Liu; Yan Liu 002 (AMIA, 2017)

Evolving Pharmacogenomics Test Results and the Burden on Clinical Decision Support Integrated in the Electronic Health Record. - Pedro J. Caraballo; Jennifer St Sauver; Daniel J. Cronk; Janet E. Olson; John L. Black; Suzette J. Bielinski (CRI, 2017)

Technical Challenges and Opportunities when Implementing Pharmacogenomics Decision Support Integrated in the Electronic Health Record. - Pedro J. Caraballo; Joseph A. Sutton; Ann M. Moyer; David Blair; Lois C. Hines; Padma S. Rao; Mark F. Adams; Sahana Murthy; Tina Garza; Mary E. Karow; Harmanjit Singh; Jyothsna Giri; et al. (MedInfo, 2017)

Assessment of Patient Falls Identification from Electronic Health Records Using Code- and Text-Based Approaches. - Sunghwan Sohn; Debra J. Jacobson; Chun Fan; Jennifer L. St. Sauver (AMIA, 2018)

Analyzing Early Signals of Older Adult Cognitive Impairment in Electronic Health Records. - Somaieh Goudarzvand; Jennifer St. Sauver; Michelle M. Mielke; Paul Y. Takahashi; Sunghwan Sohn (BIBM, 2018)

Annotating Cohort Data Elements with OHDSI Common Data Model to Promote Research Reproducibility. - Yiqing Zhao; Yanshan Wang; Henry Wang; Benjamin Yan; Feichen Shen; Kevin J. Peterson; Walter A. Rocca; Jennifer St. Sauver; Hongfang Liu (BIBM, 2018)

Clinical Use of an Information Retrieval Framework for Cohort Discovery from Electronic Health Records. - Yanshan Wang; Andrew Wen; Sijia Liu 002; Jennifer L. St. Sauver; Adil E. Bharucha; Chunhua Weng; Hongfang Liu (AMIA, 2019)

Deep Learning Prediction of Mild Cognitive Impairment using Electronic Health Records. - Sajjad Fouladvand; Michelle M. Mielke; Maria Vassilaki; Jennifer L. St. Sauver; Ronald C. Petersen; Sunghwan Sohn (BIBM, 2019)

Early temporal characteristics of elderly patient cognitive impairment in electronic health records. - Somaieh Goudarzvand; Jennifer L. St. Sauver; Michelle M. Mielke; Paul Y. Takahashi; Yugyung Lee; Sunghwan Sohn (BMC Medical Informatics Decis. Mak., 2019)

Annotating Chronic Pain Episodes in EHR Text: Guideline Development and Corpus Analysis. - Luke A. Carlson; Molly M. Jeffery; Sunyang Fu; Huan He; Rozalina G. McCoy; Yanshan Wang; W. M. Hooten; Jennifer L. St. Sauver; Hongfang Liu; Jungwei Fan 001 (AMIA, 2020)

Big Impact from Small Data: Unsupervised Machine Learning Approaches for Chronic Pain Patient Subgrouping. - Luke A. Carlson; Jennifer St. Sauver; Sunyang Fu; Ahmad P. Tafti; Jungwei Fan 001; Molly M. Jeffery; Rozalina G. McCoy; Hongfang Liu; Yanshan Wang (AMIA, 2020)

Early Alert of Elderly Cognitive Impairment using Temporal Streaming Clustering. - Omar A. Ibrahim; Sunyang Fu; Maria Vassilaki; Ronald C. Petersen; Michelle M. Mielke; Jennifer St Sauver; Sunghwan Sohn (BIBM, 2021)

Prediction of Incident Dementia Using Patient Temporal Health Status. - Sunyang Fu; Omar A. Ibrahim; Yanshan Wang; Maria Vassilaki; Ronald C. Petersen; Michelle M. Mielke; Jennifer St Sauver; Sunghwan Sohn (MedInfo, 2021)

The Implication of Latent Information Quality to the Reproducibility of Secondary Use of Electronic Health Records. - Sunyang Fu; Andrew Wen; Sandeep R. Pagali; Nansu Zong; Jennifer St Sauver; Sunghwan Sohn; Jungwei Fan 001; Hongfang Liu (MedInfo, 2021)

Quality Assessment of Functional Status Documentation in EHR Across Institutions. - Sunyang Fu; Maria Vassilaki; Omar A. Ibrahim; Ronald C. Petersen; Jennifer St. Sauver; Liwei Wang 010; Jungwei Fan 001; Hongfang Liu; Sunghwan Sohn (AMIA, 2022)

Detection of Dementia Signals from Longitudinal Clinical Visits Using One-Class Classification. - Omar A. Ibrahim; Sunyang Fu; Maria Vassilaki; Michelle M. Mielke; Jennifer St Sauver; Ronald C. Petersen; Sunghwan Sohn (ICHI, 2022)

Quality assessment of functional status documentation in EHRs across different healthcare institutions. - Sunyang Fu; Maria Vassilaki; Omar A. Ibrahim; Ronald C. Petersen; Sandeep R. Pagali; Jennifer St Sauver; Sungrim Moon; Liwei Wang 010; Jungwei Fan 001; Hongfang Liu; Sunghwan Sohn (Frontiers Digit. Health, 2022)

A hybrid model to identify fall occurrence from electronic health records. - Sunyang Fu; Bjoerg Thorsteinsdottir; Xin Zhang; Guilherme S. Lopes; Sandeep R. Pagali; Nathan K. LeBrasseur; Andrew Wen; Hongfang Liu; Walter A. Rocca; Janet E. Olson; Jennifer St. Sauver; Sunghwan Sohn (Int. J. Medical Informatics, 2022)

Navigating Sex-Specific Disease Dynamics in Incident Dementia. - Muskan Garg; Ronald C. Petersen; Xingyi Liu; Jennifer St. Sauver; Maria Vassilaki; Sunghwan Sohn (BIBM, 2023)

Harnessing Transfer Learning for Dementia Prediction: Leveraging Sex-Different Mild Cognitive Impairment Prognosis. - Ziming Liu; Muskan Garg; Sunyang Fu; Surjodeep Sarkar; Maria Vassilaki; Ronald C. Petersen; Jennifer St. Sauver; Sunghwan Sohn (BIBM, 2023)

Dementia Prediction in Older Adults Using Sex-Specific Health Trajectory Clustering. - Omar A. Ibrahim; Muskan Garg; Sunyang Fu; Maria Vassilaki; Ronald C. Petersen; Jennifer St Sauver; Sunghwan Sohn (MedInfo, 2023)

Causal Explanation from Mild Cognitive Impairment Progression using Graph Neural Networks. - Arman Behnam; Muskan Garg; Xingyi Liu; Maria Vassilaki; Jennifer St. Sauver; Ronald C. Petersen; Sunghwan Sohn (BIBM, 2024)

A taxonomy for advancing systematic error analysis in multi-site electronic health record-based clinical concept extraction. - Sunyang Fu; Liwei Wang 010; Huan He; Andrew Wen; Nansu Zong; Anamika Kumari; Feifan Liu; Sicheng Zhou; Rui Zhang 028; Chenyu Li; Yanshan Wang; Jennifer St Sauver; et al. (J. Am. Medical Informatics Assoc., 2024)

FedFSA: Hybrid and federated framework for functional status ascertainment across institutions. - Sunyang Fu; Heling Jia; Maria Vassilaki; Vipina Kuttichi Keloth; Yifang Dang; Yujia Zhou 003; Muskan Garg; Ronald C. Petersen; Jennifer St Sauver; Sungrim Moon; Liwei Wang 010; Andrew Wen; et al. (J. Biomed. Informatics, 2024)

Characterizing the progression from mild cognitive impairment to dementia: a network analysis of longitudinal clinical visits. - Muskan Garg; Sara Hejazi; Sunyang Fu; Maria Vassilaki; Ronald C. Petersen; Jennifer St. Sauver; Sunghwan Sohn (BMC Medical Informatics Decis. Mak., 2024)