Janos G. Hajagos

According to our database, Janos G. Hajagos authored at least 18 papers between 2004 and 2023.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of three.

2023

An integrated LSTM-HeteroRGNN model for interpretable opioid overdose risk prediction.

Xinyu Dong, Rachel Wong, Weimin Lyu, Kayley Abell-Hart, Jianyuan Deng, Janos G. Hajagos, Richard N. Rosenthal, Chao Chen, Fusheng Wang

Artif. Intell. Medicine, January, 2023

Clinical encounter heterogeneity and methods for resolving in networked EHR data: a study from N3C and RECOVER programs.

Peter Leese, Adit Anand, Andrew T. Girvin, Amin Manna, Saaya Patel, Yun Jae Yoo, Rachel Wong, Melissa A. Haendel, Christopher G. Chute, Tellen D. Bennett, Janos G. Hajagos, Emily R. Pfaff, Richard A. Moffitt

J. Am. Medical Informatics Assoc., 2023

2022

Synergies between centralized and federated approaches to data quality: a report from the national COVID cohort collaborative.

Emily R. Pfaff, Andrew T. Girvin, Davera Gabriel, Kristin Kostka, Michele Morris, Matvey B. Palchuk, Harold P. Lehmann, Benjamin R. C. Amor, Mark Bissell, Katie R. Bradwell, Sigfried Gold, Stephanie S. Hong, Johanna Loomba, Amin Manna, Julie A. McMurry, Emily Niehaus, Nabeel Qureshi, Anita Walden, Xiaohan Tanner Zhang, Richard L. Zhu, Richard A. Moffitt, Christopher G. Chute, William G. Adams, Shaymaa Al-Shukri, Alfred Anzalone, Ahmad Baghal, Tellen D. Bennett, Elmer V. Bernstam, Mark M. Bissell, Brian Bush, Thomas R. Campion Jr., Victor Castro, Jack Chang, Deepa D. Chaudhari, Wenjin Chen, San Chu, James J. Cimino, Keith A. Crandall, Mark Crooks, Sara J. Deakyne Davies, John Dipalazzo, David A. Dorr, Dan Eckrich, Sarah E. Eltinge, Daniel G. Fort, George Golovko, Snehil Gupta, Melissa A. Haendel, Janos G. Hajagos, David A. Hanauer, Brett M. Harnett, Ronald Horswell, Nancy Huang, Steven G. Johnson, Michael Kahn, Kamil Khanipov, Curtis Kieler, Katherine Ruiz De Luzuriaga, Sarah E. Maidlow, Ashley Martinez, Jomol Mathew, James C. McClay, Gabriel McMahan, Brian Melancon, Stéphane M. Meystre, Lucio Miele, Hiroki Morizono, Ray Pablo, Lav P. Patel, Jimmy Phuong, Daniel J. Popham, Claudia P. Pulgarin, Carlos Santos, Indra Neil Sarkar, Nancy Sazo, Soko Setoguchi, Selvin Soby, Sirisha Surampalli, Christine Suver, Uma Maheswara Reddy Vangala, Shyam Visweswaran, James von Oehsen, Kellie M. Walters, Laura K. Wiley, David A. Williams, Adrian H. Zai

J. Am. Medical Informatics Assoc., 2022

2021

Generating Longitudinal Synthetic EHR Data with Recurrent Autoencoders and Generative Adversarial Networks.

Siao Sun, Fusheng Wang, Sina Rashidian, Tahsin M. Kurç, Kayley Abell-Hart, Janos G. Hajagos, Wei Zhu, Mary M. Saltz, Joel H. Saltz

Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021

Informatics to Power Post-COVID Care: A Framework for Patient Care and Secondary Data Use.

Sritha Rajupet, Rachel Wong, Donna Moller, Lisa Maldonado, Tricia Weiss, Tahsin M. Kurç, Janos G. Hajagos, Hasit Shah, Mary M. Saltz, Joel H. Saltz, Veena Lingam

Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021

2020

SMOOTH-GAN: Towards Sharp and Smooth Synthetic EHR Data Generation.

Sina Rashidian, Fusheng Wang, Richard A. Moffitt, Victor Garcia, Anurag Dutt, Wei Chang, Vishwam Pandya, Janos G. Hajagos, Mary M. Saltz, Joel H. Saltz

Proceedings of the Artificial Intelligence in Medicine, 2020

2019

Machine Learning Based Opioid Overdose Prediction Using Electronic Health Records.

Xinyu Dong, Sina Rashidian, Yu Wang, Janos G. Hajagos, Xia Zhao, Richard N. Rosenthal, Jun Kong, Mary M. Saltz, Joel H. Saltz, Fusheng Wang

Proceedings of the AMIA 2019, 2019

2018

Disease phenotyping using deep learning: A diabetes case study.

Sina Rashidian, Janos G. Hajagos, Richard A. Moffitt, Fusheng Wang, Xinyu Dong, Kayley Abell-Hart, Kimberly Noel, Rajarsi R. Gupta, Mathew Tharakan, Veena Lingam, Joel H. Saltz, Mary M. Saltz

CoRR, 2018

2016

S2CR3UM: A Solution to the In Silico Relevance, Reliability & Reproducibility Conundrum.

Sarah B. Putney, Andrew White, Janos G. Hajagos, Joel H. Saltz, Jonas S. Almeida, Mary M. Saltz

Proceedings of the AMIA 2016, 2016

2015

Integrative Informatics and Predictive Modeling Support for Population Health.

Mary M. Saltz, Joel H. Saltz, Janos G. Hajagos, Andrew White, Charles Boicey, Jim Murry, Ivan Crnosija, Tahsin M. Kurç, Erich Bremer, Jonas S. Almeida

Proceedings of the AMIA 2015, 2015

OpenHealth Platform for Interactive Contextualization of Population Health Open Data.

Jonas S. Almeida, Janos G. Hajagos, Ivan Crnosija, Tahsin M. Kurç, Mary M. Saltz, Joel H. Saltz

Proceedings of the AMIA 2015, 2015

2014

Linking Clinicians to Biomedical Researchers: An Application of the ISF Ontology at Stony Brook Medicine.

Janos G. Hajagos, Viviktesh Agwan

Proceedings of the 2014 IEEE 27th International Symposium on Computer-Based Medical Systems, 2014

2012

Emerging practices for mapping and linking life sciences data using RDF - A case series.

M. Scott Marshall, Richard D. Boyce, Helena F. Deus, Jun Zhao, Egon L. Willighagen, Matthias Samwald, Elgar Pichler, Janos G. Hajagos, Eric Prud'hommeaux, Susie Stephens

J. Web Semant., 2012

2011

Linked open drug data for pharmaceutical research and development.

Matthias Samwald, Anja Jentzsch, Christopher Bouton, Claus Kallesøe, Egon L. Willighagen, Janos G. Hajagos, M. Scott Marshall, Eric Prud'hommeaux, Oktie Hassanzadeh, Elgar Pichler, Susie Stephens

J. Cheminformatics, 2011

2007

Interval Monte Carlo as an Alternative to Second-Order Sampling for Estimating Ecological Risk.

Janos G. Hajagos

Reliab. Comput., 2007

2006

Varying correlation coefficients can underestimate uncertainty in probabilistic models.

Scott Ferson, Janos G. Hajagos

Reliab. Eng. Syst. Saf., 2006

Towards Combining Probabilistic and Interval Uncertainty in Engineering Calculations: Algorithms for Computing Statistics under Interval Uncertainty, and Their Computational Complexity.

Vladik Kreinovich, Gang Xiang, Scott A. Starks, Luc Longpré, Martine Ceberio, Roberto Araiza, Jan Beck, Raj Kandathi, Asis Nayak, Roberto Torres, Janos G. Hajagos

Reliab. Comput., 2006

2004

Arithmetic with uncertain numbers: rigorous and (often) best possible answers.

Scott Ferson, Janos G. Hajagos

Reliab. Eng. Syst. Saf., 2004