Hossein Estiri

41 papers B 1Misc 11Journal 25Unranked 4

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	An autonomous agentic workflow for clinical detection of cognitive concerns using large language models. npj Digit. Medicine Jiazi Tian, Pedram J. Fard, Cameron Cagan, Neguine Rezaii, Rebeka Bustamante Rocha, Liqin Wang, Valdery Moura Junior, Deborah Blacker, Jennifer S. Haas, Chirag J. Patel, Shawn N. Murphy, Lidia M. V. R. Moura, Hossein Estiri
2026	J	`jnl`	Optimization Instability in Autonomous Agentic Workflows for Clinical Symptom Detection. CoRR Cameron Cagan, Pedram J. Fard, Jiazi Tian, Jingya Cheng, Shawn N. Murphy, Hossein Estiri
2026	J	`jnl`	Sequential Counterfactual Inference for Temporal Clinical Data: Addressing the Time Traveler Dilemma. CoRR Jingya Cheng, Alaleh Azhir, Jiazi Tian, Hossein Estiri
2025	J	`jnl`	A Hybrid Enumeration Framework for Optimal Counterfactual Generation in Post-Acute COVID-19 Heart Failure. CoRR Jingya Cheng, Alaleh Azhir, Jiazi Tian, Hossein Estiri
2025	J	`jnl`	An Agentic AI Workflow for Detecting Cognitive Concerns in Real-world Data. CoRR Jiazi Tian, Liqin Wang, Pedram J. Fard, Valdery Moura Junior, Deborah Blacker, Jennifer S. Haas, Chirag J. Patel, Shawn N. Murphy, Lidia M. V. R. Moura, Hossein Estiri
2025	J	`jnl`	An N-of-1 Artificial Intelligence Ecosystem for Precision Medicine. CoRR Pedram J. Fard, Alaleh Azhir, Neguine Rezaii, Jiazi Tian, Hossein Estiri
2025	J	`jnl`	Signal Fidelity Index-Aware Calibration for Dementia Predictions Across Heterogeneous Real-World Data. CoRR Jingya Cheng, Jiazi Tian, Federica Spoto, Alaleh Azhir, Daniel Mork, Hossein Estiri
2025	J	`jnl`	The Average Patient Fallacy. CoRR Alaleh Azhir, Shawn N. Murphy, Hossein Estiri
2024	—	`conf`	A Concept for Mining Transitive Sequential Patterns from Pancreatic Cancer Patient Journeys. GMDS Jonas Hügel, Jan Janosch Schneider, Daniel Tran Ortega, Ella Maria Jentsch, Sophia Rheinländer, Nils Hendrik Beyer, Hossein Estiri, Christoph Ammer-Herrmenau, Elisabeth Hessmann, Alexander Otto König, Volker Ellenrieder, Ulrich Sax
2024	—	`conf`	Temporal Characterization and Visualization of Revolving Therapy-Events in Lung Cancer Patients. MIE Jonas Hügel, Jan Janosch Schneider, Jiazi Tian, Hossein Estiri, Raphael Koch, Tobias R. Overbeck, Ulrich Sax
2023	J	`jnl`	A broadly applicable approach to enrich electronic-health-record cohorts by identifying patients with complete data: a multisite evaluation. J. Am. Medical Informatics Assoc. Jeffrey G. Klann, Darren W. Henderson, Michele Morris, Hossein Estiri, Griffin M. Weber, Shyam Visweswaran, Shawn N. Murphy
2023	J	`jnl`	tSPM+; a high-performance algorithm for mining transitive sequential patterns from clinical data. CoRR Jonas Hügel, Ulrich Sax, Shawn N. Murphy, Hossein Estiri
2022	Misc	`conf`	A Deductive Data-Driven Pipeline Powered by MLHO for Post-Acute Sequelae of COVID-19 (PASC) Phenotyping. AMIA Arianna Dagliati, Zachary H. Strasser, Rebecca Mesa, Zahra Shakeri, Alaleh Azhir, Riccardo Bellazzi, Shawn N. Murphy, Hossein Estiri
2022	J	`jnl`	An objective framework for evaluating unrecognized bias in medical AI models predicting COVID-19 outcomes. J. Am. Medical Informatics Assoc. Hossein Estiri, Zachary H. Strasser, Sina Rashidian, Jeffrey G. Klann, Kavishwar B. Wagholikar, Thomas H. McCoy Jr., Shawn N. Murphy
2022	J	`jnl`	International electronic health record-derived post-acute sequelae profiles of COVID-19 patients. npj Digit. Medicine Harrison G. Zhang, Arianna Dagliati, Zahra Shakeri Hossein Abad, Xin Xiong, Clara-Lea Bonzel, Zongqi Xia, Bryce W. Q. Tan, Paul Avillach, Gabriel A. Brat, Chuan Hong, Michele Morris, Shyam Visweswaran, Lav P. Patel, Alba Gutiérrez-Sacristán, David A. Hanauer, John H. Holmes, Malarkodi Jebathilagam Samayamuthu, Florence T. Bourgeois, Sehi L'Yi, Sarah E. Maidlow, Bertrand Moal, Shawn N. Murphy, Zachary H. Strasser, Antoine Neuraz, Kee Yuan Ngiam, Ne-Hooi Will Loh, Gilbert S. Omenn, Andrea Prunotto, Lauren A. Dalvin, Jeffrey G. Klann, Petra Schubert, Fernando J. Sanz Vidorreta, Vincent Benoit, Guillaume Verdy, Ramakanth Kavuluru, Hossein Estiri, Yuan Luo, Alberto Malovini, Valentina Tibollo, Riccardo Bellazzi, Kelly Cho, Yuk-Lam Ho, Amelia L. M. Tan, Byorn W. L. Tan, Nils Gehlenborg, Sara Lozano-Zahonero, Vianney Jouhet, Luca Chiovato, Bruce J. Aronow, Emma M. S. Toh, Wei Gen Scott Wong, Sara Pizzimenti, Kavishwar B. Wagholikar, Mauro Bucalo, Tianxi Cai, Andrew M. South, Isaac S. Kohane, Griffin M. Weber
2022	Misc	`conf`	Machine Learning to Identify Respiratory Sequelae in Patients with COVID-19. AMIA Zachary H. Strasser, Hossein Estiri, Shawn Murphy
2022	J	`jnl`	SurvMaximin: Robust federated approach to transporting survival risk prediction models. J. Biomed. Informatics Xuan Wang, Harrison G. Zhang, Xin Xiong, Chuan Hong, Griffin M. Weber, Gabriel A. Brat, Clara-Lea Bonzel, Yuan Luo, Rui Duan, Nathan P. Palmer, Meghan R. Hutch, Alba Gutiérrez-Sacristán, Riccardo Bellazzi, Luca Chiovato, Kelly Cho, Arianna Dagliati, Hossein Estiri, Noelia García-Barrio, Romain Griffier, David A. Hanauer, Yuk-Lam Ho, John H. Holmes, Mark S. Keller, Jeffrey G. Klann, Sehi L'Yi, Sara Lozano-Zahonero, Sarah E. Maidlow, Adeline Makoudjou, Alberto Malovini, Bertrand Moal, Jason H. Moore, Michele Morris, Danielle L. Mowery, Shawn N. Murphy, Antoine Neuraz, Kee Yuan Ngiam, Gilbert S. Omenn, Lav P. Patel, Miguel Pedrera-Jiménez, Andrea Prunotto, Malarkodi J. Samayamuthu, Fernando J. Sanz Vidorreta, Emily Schriver, Petra Schubert, Pablo Serrano-Balazote, Andrew M. South, Amelia L. M. Tan, Byorn W. L. Tan, Valentina Tibollo, Patric Tippmann, Shyam Visweswaran, Zongqi Xia, William Yuan, Daniela Zöller, Isaac S. Kohane, Paul Avillach, Zijian Guo, Tianxi Cai
2021	Misc	`conf`	A Machine Learning Approach for Identifying Emergent Phenotypes Associated with a Previous COVID Infection. AMIA Zachary H. Strasser, Hossein Estiri, Shawn N. Murphy
2021	Misc	`conf`	Addressing Bias in the Application of Machine Learning on Real-World Data. AMIA Hossein Estiri, Yuan Luo, Hongfang Liu, Suzanne Tamang, Harold P. Lehmann
2021	J	`jnl`	Generative transfer learning for measuring plausibility of EHR diagnosis records. J. Am. Medical Informatics Assoc. Hossein Estiri, Sebastien Vasey, Shawn N. Murphy
2021	J	`jnl`	High-throughput phenotyping with temporal sequences. J. Am. Medical Informatics Assoc. Hossein Estiri, Zachary H. Strasser, Shawn N. Murphy
2021	J	`jnl`	Predicting COVID-19 mortality with electronic medical records. npj Digit. Medicine Hossein Estiri, Zachary H. Strasser, Jeffrey G. Klann, Pourandokht Naseri, Kavishwar B. Wagholikar, Shawn N. Murphy
2021	Misc	`conf`	Temporal Phenotypic Pathways of Post-Acute Sequelae of SARS-CoV-2 by an International Consortium for Clinical Characterization of COVID-19 (4CE). AMIA Shawn N. Murphy, Hossein Estiri, Arianna Dagliati, Riccardo Bellazzi, John H. Holmes
2021	J	`jnl`	Validation of an internationally derived patient severity phenotype to support COVID-19 analytics from electronic health record data. J. Am. Medical Informatics Assoc. 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
2020	Misc	`conf`	Generative Transfer Learning for Measuring Plausibility of EHR Diagnosis Records Over Time. AMIA Hossein Estiri, Sebastien Vasey, Jeffrey G. Klann, Victor M. Castro, Shawn N. Murphy
2020	Misc	`conf`	High-throughput Phenotyping with EHR Sequences. AMIA Shawn N. Murphy, Hossein Estiri, Zachary H. Strasser, Kavishwar B. Wagholikar, Victor M. Castro
2020	J	`jnl`	Individualized Prediction of COVID-19 Adverse outcomes with MLHO. CoRR Hossein Estiri, Zachary H. Strasser, Shawn N. Murphy
2020	J	`jnl`	Polar labeling: silver standard algorithm for training disease classifiers. Bioinform. Kavishwar B. Wagholikar, Hossein Estiri, Marykate Murphy, Shawn N. Murphy
2020	J	`jnl`	Transitive Sequencing Medical Records for Mining Predictive and Interpretable Temporal Representations. Patterns Hossein Estiri, Zachary H. Strasser, Jeffrey G. Klann, Thomas H. McCoy Jr., Kavishwar B. Wagholikar, Sebastien Vasey, Victor M. Castro, Marykate Murphy, Shawn N. Murphy
2020	B	`conf`	Transitive Sequential Pattern Mining for Discrete Clinical Data. AIME Hossein Estiri, Sebastien Vasey, Shawn N. Murphy
2019	J	`jnl`	A clustering approach for detecting implausible observation values in electronic health records data. BMC Medical Informatics Decis. Mak. Hossein Estiri, Jeffrey G. Klann, Shawn N. Murphy
2019	J	`jnl`	A federated EHR network data completeness tracking system. J. Am. Medical Informatics Assoc. Hossein Estiri, Jeffrey G. Klann, Sarah R. Weiler, Ernest Alema-Mensah, R. Joseph Applegate, Galina Lozinski, Nandan Patibandla, Kun Wei, William G. Adams, Marc D. Natter, Elizabeth O. Ofili, Brian Ostasiewski, Alexander Quarshie, Gary E. Rosenthal, Elmer V. Bernstam, Kenneth D. Mandl, Shawn N. Murphy
2019	Misc	`conf`	EHR Sequencing: A Novel Approach for Constructing Predictive and Interpretable Data Representations from EHR Data. AMIA Hossein Estiri, Thomas H. McCoy, Shawn N. Murphy
2019	Misc	`conf`	Ontologies Enabling Computable Tables. AMIA Jeffrey G. Klann, Nich Wattanasin, Michael Mendis, Matthew A. Joss, Hossein Estiri, Kavishwar B. Wagholikar, Shawn N. Murphy
2019	J	`jnl`	Semi-supervised encoding for outlier detection in clinical observation data. Comput. Methods Programs Biomed. Hossein Estiri, Shawn N. Murphy
2018	J	`jnl`	Exploring completeness in clinical data research networks with DQe-c. J. Am. Medical Informatics Assoc. Hossein Estiri, Kari A. Stephens, Jeffrey G. Klann, Shawn N. Murphy
2017	Misc	`conf`	Applying unsupervised learning to characterize rare observations in clinical data: the DQe-p tool. AMIA Hossein Estiri, Jeffrey G. Klann, Kavishwar B. Wagholikar, Shawn N. Murphy
2017	—	`conf`	Exploring Completeness in Clinical Data Research Networks with DQe-c. CRI Hossein Estiri, Kari A. Stephens, Jeffrey G. Klann, Shawn N. Murphy
2017	Misc	`conf`	Social Determinants of Health: Applied Informatics Approaches Incorporating Context into Care. AMIA Michael Cantor, Hossein Estiri, Rachel Gold, Theresa Cullen
2016	—	`conf`	Applying a Participatory Design Approach to Define Objectives and Properties of a "Data Profiling" Tool for Electronic Health Data. CRI Hossein Estiri, Terri L. Lovins, Nader Afzalan, Kari A. Stephens
2016	J	`jnl`	Implementing partnership-driven clinical federated electronic health record data sharing networks. Int. J. Medical Informatics Kari A. Stephens, Nicholas R. Anderson, Ching-Ping Lin, Hossein Estiri