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Health information technology

EC2Seq2Sql: Patient-trial matching with LLM agents

Liu Yang, Yongzhong Han, Liang Liu, Xiaoyan Jiang, Ying Li, Jihan Huang, Qianmin Su

published 12 Feb 2026

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Artificial intelligence agents in healthcare research: A scoping review

Basile Njei, Yazan A. Al-Ajlouni, Ulrick Sidney Kanmounye, Sarpong Boateng, Guy Loic Nguefang, Nelvis Njei, Shadi Hamouri, Ahmad F. Al-Ajlouni

published 10 Feb 2026

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Interpretable ensemble machine learning framework for cardiovascular disease prediction using EMR data and large language models in Ethiopia

Alemu Kumilachew Tegegnie, Kibrom Tewolde

published 09 Feb 2026

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Implementation science evaluation of an eHealth pediatric primary-care overweight and obesity intervention using the RE-AIM evaluation framework

Joshua S. Yudkin, Rebecca M. Jungbauer, Marlyn A. Allicock, Sarah E. Barlow

published 09 Feb 2026

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HIV pre-exposure prophylaxis practices in Florida, USA: Clinicians’ perceptions of initiation, risk identification, barriers, and facilitators

Khairul Alam Siddiqi, Shantrel S. Canidate, Yiyang Liu, Liat S. Kriegel, Sumaiya Monjur, Christa Cook, Robert L. Cook

published 06 Feb 2026

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Determinants of return to HIV treatment after interruption on ART among HIV positive clients in Katakwi District, Uganda

William Okello, Saadick Mugerwa Ssentongo, Bonniface Oryokot, Baker Bakashaba, Ronald Opito, Bosco Opio, Christine Acio

published 04 Feb 2026

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Risk of prostatitis in patients with type 2 diabetes mellitus: An observational retrospective cohort study of canagliflozin versus other antihyperglycemic agents using propensity score matching

Zhong Yuan, Carolyn H. Jeffcoat, Saberi Rana Ali, Anthony G. Sena, Martijn J. Schuemie, Patrick B. Ryan, Sergio A. Fonseca

published 02 Feb 2026

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A deep state-space analysis framework for cancer patient latent state estimation and classification from EHR time-series data

Yuji Okamoto, Aya Nakamura, Ryosuke Kojima, Eiichiro Uchino, Yohei Mineharu, Yohei Harada, Mayumi Kamada, Minoru Sakuragi, Manabu Muto, Motoko Yanagita, Yasushi Okuno

published 30 Jan 2026

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Investigation into EHR data coverage in the All of Us Research Program via linkage to health insurance claims

Yuyang Yang, Kelsey Rodriguez, Javier Ezcurra, Romain Bogaerts, Andres Corrada-Emmanuel, Lew Berman, Melissa Basford, Abel Kho

published 23 Jan 2026

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Variation in public hospital costs for children and young patients from priority populations: An Australian health service economic analysis

Rezwanul Rana, Karen Zwi, Jahidur Rahman Khan, Seaneen Wallace, Raghu Lingam, Henry Cutler

published 22 Jan 2026

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Assessment of the integrity of real-time electronic health record data used in clinical research

Jessica Liu, Sameer Pandya, Andreas Coppi, H. Patrick Young, Harlan M. Krumholz, Wade L. Schulz, Guannan Gong

published 09 Jan 2026

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Representativeness of a German AI-enabled data network for secondary epidemiological analysis based on electronic health records

Sabine Eichhorn, Franz Niklas Mitze, Fritz Wagner, Inga Marte Charlott Seuthe, Ralph Brinks, André Zimmermann, Mehdi Dastur, Josef Ladenbauer, Jonas Jae-Hyun Park

published 06 Jan 2026

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FKG-MM: A multi-modal fuzzy knowledge graph with data integration in healthcare

Nguyen Hong Tan, Tran Manh Tuan, Pham Minh Chuan, Nguyen Duc Hoang, Le Quang Thanh, Le Hoang Son

published 02 Jan 2026

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