Alon Geva

According to our database, Alon Geva authored at least 10 papers between 1999 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

A Weakly Supervised Transformer to Support Rare Disease Diagnosis from Electronic Health Records: Methods and Applications in Rare Pulmonary Disease.

Kimberly F. Greco, Zongxin Yang, Mengyan Li, Han Tong, Sara Morini Sweet, Alon Geva, Kenneth D. Mandl, Benjamin A. Raby, Tianxi Cai

CoRR, July, 2025

2024

Multisource representation learning for pediatric knowledge extraction from electronic health records.

Mengyan Li, Xiaoou Li, Kevin Pan, Alon Geva, Doris Yang, Sara Morini Sweet, Clara-Lea Bonzel, Vidul Ayakulangara Panickan, Xin Xiong, Kenneth D. Mandl, Tianxi Cai

npj Digit. Medicine, 2024

2022

Weakly Semi-supervised phenotyping using Electronic Health records.

Isabelle-Emmanuella Nogues, Jun Wen, Yucong Lin, Molei Liu, Sara K. Tedeschi, Alon Geva, Tianxi Cai, Chuan Hong

J. Biomed. Informatics, 2022

Scalable relevance ranking algorithm via semantic similarity assessment improves efficiency of medical chart review.

Tianrun Cai, Zeling He, Chuan Hong, Yichi Zhang, Yuk-Lam Ho, Jacqueline Honerlaw, Alon Geva, Vidul Ayakulangara Panickan, Amanda King, David R. Gagnon, J. Michael Gaziano, Kelly Cho, Katherine P. Liao, Tianxi Cai

J. Biomed. Informatics, 2022

2021

Validation of an internationally derived patient severity phenotype to support COVID-19 analytics from electronic health record data.

Jeffrey G. Klann, Hossein Estiri, Griffin M. Weber, Bertrand Moal, Paul Avillach, Chuan Hong, Amelia L. M. Tan, Brett K. Beaulieu-Jones, Victor M. Castro, Thomas Maulhardt, Alon Geva, Alberto Malovini, Andrew M. South, Shyam Visweswaran, Michele Morris, Malarkodi J. Samayamuthu, Gilbert S. Omenn, Kee Yuan Ngiam, Kenneth D. Mandl, Martin Boeker, Karen L. Olson, Danielle L. Mowery, Robert W. Follett, David A. Hanauer, Riccardo Bellazzi, Jason H. Moore, Ne-Hooi Will Loh, Douglas S. Bell, Kavishwar B. Wagholikar, Luca Chiovato, Valentina Tibollo, Siegbert Rieg, Anthony L. L. J. Li, Vianney Jouhet, Emily Schriver, Zongqi Xia, Meghan Hutch, Yuan Luo, Isaac S. Kohane, Gabriel A. Brat, Shawn N. Murphy

J. Am. Medical Informatics Assoc., 2021

A high-throughput phenotyping algorithm is portable from adult to pediatric populations.

Alon Geva, Molei Liu, Vidul Ayakulangara Panickan, Paul Avillach, Tianxi Cai, Kenneth D. Mandl

J. Am. Medical Informatics Assoc., 2021

2020

Adverse drug event rates in pediatric pulmonary hypertension: a comparison of real-world data sources.

Alon Geva, Steven H. Abman, Shannon F. Manzi, Dunbar D. Ivy, Mary Mullen, John Griffin, Chen Lin, Guergana K. Savova, Kenneth D. Mandl

J. Am. Medical Informatics Assoc., 2020

2019

Feature extraction for phenotyping from semantic and knowledge resources.

Wenxin Ning, Stephanie Chan, Andrew Beam, Ming Yu, Alon Geva, Katherine P. Liao, Mary Mullen, Kenneth D. Mandl, Isaac S. Kohane, Tianxi Cai, Sheng Yu

J. Biomed. Informatics, 2019

2018

ADEPT: An End-to-End System for High-Throughput Pharmacovigilance.

Alon Geva, Jason P. Stedman, Guergana Savova, Chen Lin, Shannon F. Manzi, Paul Avillach, Kenneth D. Mandl

Proceedings of the AMIA 2018, 2018

1999

On a periodic training sequence in DFE to reduce the steady-state error probability.

Dov Wulich, Alon Geva

IEEE Trans. Commun., 1999