Faraz S. Ahmad

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 17

Top Topics

Tensor Factorization

Top Venues

J. Am. Medical Informatics Assoc.

Publications

Yikuan Li, Ramsey M. Wehbe, Faraz S. Ahmad, Hanyin Wang, Yuan Luo
A comparative study of pretrained language models for long clinical text. J. Am. Medical Informatics Assoc. 30 (2) (2023)
Yikuan Li, Ramsey M. Wehbe, Faraz S. Ahmad, Hanyin Wang, Yuan Luo
A Comparative Study of Pretrained Language Models for Long Clinical Text. CoRR (2023)
Amy E. Krefman, Farhad Ghamsari, Daniel R. Turner, Alice Lu, Martin Borsje, Colby Witherup Wood, Lucia C. Petito, Fernanda C. G. Polubriaginof, Daniel Schneider, Faraz S. Ahmad, Norrina B. Allen
Using electronic health record data to link families: an illustrative example using intergenerational patterns of obesity. J. Am. Medical Informatics Assoc. 30 (5) (2023)
Mara Ulloa, Blaine Rothrock, Faraz S. Ahmad, Maia Jacobs
Invisible clinical labor driving the successful integration of AI in healthcare. Frontiers Comput. Sci. 4 (2022)
Yikuan Li, Ramsey M. Wehbe, Faraz S. Ahmad, Hanyin Wang, Yuan Luo
Clinical-Longformer and Clinical-BigBird: Transformers for long clinical sequences. CoRR (2022)
Prakash Adekkanattu, Jennifer A. Pacheco, Joseph Kabariti, Daniel J. Stone, Yue Yu, Parag Goyal, Faraz S. Ahmad, Guoqian Jiang, Yuan Luo, Luke V. Rasmussen, Pascal S. Brandt, Zhenxing Xu, Jie Xu, Fei Wang, Natalie C. Benda, Thomas R. Campion Jr., Jyotishman Pathak
Multi-site Evaluation of Longitudinal Changes in Ejection Fraction in Heart Failure Patients Through Data-driven Phenotyping. AMIA (2021)
Pascal S. Brandt, Richard C. Kiefer, Jennifer A. Pacheco, Prakash Adekkanattu, Evan Sholle, Faraz S. Ahmad, Jie Xu, Zhenxing Xu, Jessica S. Ancker, Fei Wang, Yuan Luo, Guoqian Jiang, Jyotishman Pathak, Luke V. Rasmussen
Feasibility of Cross-Platform EHR-Driven Phenotyping Using Clinical Quality Language. AMIA (2020)
Yuan Luo, Chengsheng Mao, Yiben Yang, Fei Wang, Faraz S. Ahmad, Donna Arnett, Marguerite R. Irvin, Sanjiv J. Shah
Integrating hypertension phenotype and genotype with hybrid non-negative matrix factorization. Bioinform. 35 (8) (2019)
Yuan Luo, Chengsheng Mao, Yiben Yang, Fei Wang, Faraz S. Ahmad, Donna Arnett, Marguerite R. Irvin, Sanjiv J. Shah
Integrating hypertension phenotype and genotype with hybrid non-negative matrix factorization. Bioinform. 35 (16) (2019)
Lindsay P. Zimmerman, Satyender Goel, Shazia A. Sathar, Charon Gladfelter, Alejandra Onate, Lindsey Kane, Shelly Sital, Jasmin Phua, Paris Davis, Helen Margellos-Anast, David O. Meltzer, Tamar Polonsky, Raj C. Shah, William E. Trick, Faraz S. Ahmad, Abel N. Kho
A Novel Patient Recruitment Strategy: Patient Selection Directly from the Community through Linkage to Clinical Data. Appl. Clin. Inform. 9 (01) (2018)
Yuan Luo, Chengsheng Mao, Yiben Yang, Fei Wang, Faraz S. Ahmad, Donna Arnett, Marguerite R. Irvin, Sanjiv J. Shah
Integrating Hypertension Phenotype and Genotype with Hybrid Non-negative Matrix Factorization. MLHC (2018)
Yuan Luo, Chengsheng Mao, Yiben Yang, Fei Wang, Faraz S. Ahmad, Donna Arnett, Marguerite R. Irvin, Sanjiv J. Shah
Integrating Hypertension Phenotype and Genotype with Hybrid Non-negative Matrix Factorization. CoRR (2018)
Yu Deng, Al'ona Furmanchuk, Robert Chen, Faraz S. Ahmad, Jimeng Sun, Abel N. Kho
Use of Clinical Phenotypes and Non-negative Tensor Factorization for Heart Failure Prediction. AMIA (2017)
Pauline Kenly, Luke V. Rasmussen, Andrew Schriever, Faraz S. Ahmad, Kathryn L. Jackson, Richard Chagnon, Theresa L. Walunas, Abel N. Kho
Challenges impacting data collection from Electronic Health Record (EHR) Systems in Small and Medium sized practices in the Midwest. AMIA (2017)
Gayle Shier Kricke, Matthew B. Carson, Young Ji Lee, Corrine M. Benacka, R. Kannan Mutharasan, Faraz S. Ahmad, Preeti Kansal, Clyde W. Yancy, Allen S. Anderson, Nicholas D. Soulakis
Leveraging electronic health record documentation for Failure Mode and Effects Analysis team identification. J. Am. Medical Informatics Assoc. 24 (2) (2017)
Lindsay P. Zimmerman, Shazia A. Sathar, Charon Gladfelter, Faraz S. Ahmad, Alejandra Onate, Lindsey Cook, Shelly Sital, Jasmin Phua, Paris Davis, Helen Margellos-Anast, David O. Meltzer, Tamar Polonsky, Raj C. Shah, Satyender Goel, Abel N. Kho
Bridging the Gap Between Direct Patient Outreach in the Community and Clinical Information Access: Next Step in Effective Nationwide Clinical Trials. AMIA (2017)
Matthew B. Carson, Denise M. Scholtens, Conor Frailey, Stephanie Gravenor, Emilie Powell, Amy Y. Wang, Gayle Shier Kricke, Faraz S. Ahmad, Raja K. Mutharasan, Nicholas D. Soulakis
An outcome-weighted network model for quantifying and measuring collaboration in a hospital cardiology unit. AMIA (2016)