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2020 – today
- 2024
[j1]Yifei Wang
, Liqin Wang, Zhengyang Zhou, John Laurentiev, Joshua R. Lakin, Li Zhou, Pengyu Hong:
Assessing fairness in machine learning models: A study of racial bias using matched counterparts in mortality prediction for patients with chronic diseases. J. Biomed. Informatics 156: 104677 (2024)- 2023
- [i1]Yifei Wang, Zhengyang Zhou, Liqin Wang, John Laurentiev, Peter Hou, Li Zhou, Pengyu Hong:
Counterpart Fairness - Addressing Systematic between-group Differences in Fairness Evaluation. CoRR abs/2305.18160 (2023) - 2022
- [c6]John Laurentiev, Mufaddal Mahesri, Lily Bessette, Cassandra York, Heidi Zakoul, Su Been Lee, Dae Hyun Kim, Li Zhou, Joshua Lin:
Evaluation of a Machine Learning Approach to Identify ADL Impairment in Clinical Notes of People with Dementia. AMIA 2022 - [c5]John Laurentiev, Avery Pullman, Wenyu Song, Ania Syrowatka, Michael Sainlaire, Frank Yu Chang, Luwei Liu, Li Zhou, Patricia C. Dykes:
Development and Validation of an Extraction Tool for Identifying Signs and Symptoms of Venous Thromboembolism in Primary Care Clinical Notes. AMIA 2022 - [c4]Ania Syrowatka, Lipika Samal, John Laurentiev, Luwei Liu, Azza Omer, Wenyu Song, Michael Sainlaire, Frank Yu Chang, Tien Thai, Li Zhou, David W. Bates, Patricia C. Dykes:
Leveraging Big Data and NLP to Understand Patient Care Trajectories and Delayed Diagnosis of Venous Thromboembolism in Primary Care. AMIA 2022 - 2021
- [c3]Liqin Wang, John Laurentiev, Jie Yang, Ying-Chih Lo, Rebecca E. Amariglio, Gad Marshall, Li Zhou:
Comparison of Machine Learning Algorithms for Earlier Detection of Cognitive Decline from Clinical Notes in the Electronic Health Records. AMIA 2021 - [c2]Courtney J. Diamond, John Laurentiev, Jie Yang, Amy Wint, Kimberly A. Harris, Tin H. Dang, Amrita Mecker, Emily B. Carpenter, Anna N. A. Tosteson, Adam Wright, Jennifer S. Haas, Steven J. Atlas, Li Zhou:
Natural Language Processing to Identify Abnormal Breast, Lung, and Cervical Cancer Screening Test Results from Unstructured Reports to Support Timely Follow-up. MedInfo 2021: 433-437
1990 – 1999
- 1998
- [c1]Art Goldschmidt, Paul Horstmann, John Laurentiev:
Exploiting Enterprise JavaBeans in the NIIIP virtual enterprise. EDOC 1998: 124-135
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