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🩺 Health Informatics

53 papers · page 2 of 2 · 26–53 · the most cited first · all shelves

Health Informatics is a subfield of Medicine in the OpenAlex classification of science. The topics most of its papers here are on: «Artificial Intelligence in Healthcare and Education».

 Papers (53)

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  1. HealthBench: Evaluating Large Language Models Towards Improved Human HealthRahul K. Arora, Jason Wei, Rebecca Soskin Hicks, et al.2025 · 115 citations
  2. A Survey of Large Language Models in Medicine: Progress, Application, and ChallengeHongjian Zhou, Fenglin Liu, Boyang Gu, et al.2023 · 87 citations
  3. A Survey of Large Language Models for Healthcare: from Data, Technology, and Applications to Accountability and EthicsKai He, Rui Mao, Qika Lin, et al.2023 · 86 citations
  4. Benchmarking Large Language Models on Answering and Explaining Challenging Medical QuestionsHanjie Chen, Zhouxiang Fang, Yash Singla, et al.2025 · 75 citations
  5. MediQ: Question-Asking LLMs and a Benchmark for Reliable Interactive Clinical ReasoningShuyue Stella Li, Vidhisha Balachandran, Shangbin Feng, et al.2024 · 70 citations
  6. CMB: A Comprehensive Medical Benchmark in ChineseXidong Wang, Guiming Hardy Chen, Dingjie Song, et al.2023 · 54 citations
  7. MedArabiQ: Benchmarking Large Language Models on Arabic Medical TasksMouath Abu Daoud, Chaimae Abouzahir, Leen Kharouf, et al.2025 · 22 citations
  8. AraMed: Arabic Medical Question Answering using Pretrained Transformer Language ModelsAshwag Alasmari, Sarah Alhumoud, Waad Alshammari2024 · 16 citations
  9. Arabic Large Language Models for Medical Text GenerationAbdulrahman Allam, Seif Ahmed, Ali Hamdi, et al.2025 · 10 citations
  10. MedAraBench: Large-Scale Arabic Medical Question Answering Dataset and BenchmarkMouath Abu-Daoud, Leen Kharouf, Omar El Hajj, et al.2026 · 5 citations
  11. Can ChatGPT be Your Personal Medical Assistant?Md. Rafiul Biswas, Ashhadul Islam, Zubair Shah, et al.2023 · 5 citations
  12. Bridging Language Barriers in Healthcare: A Study on Arabic LLMsNada Saadi, Tathagata Raha, Clement Christophe, et al.2025 · 3 citations
  13. Conversational Assistants to Support Patients with Heart Failure: Comparing a Neurosymbolic Architecture with GPTAnuja Tayal, Devika Salunke, Barbara Di Eugenio, et al.2026 · 1 citation
  14. Modeling Clinical Uncertainty in Radiology Reports: From Explicit Uncertainty Markers to Implicit Reasoning PathwaysPaloma Rabaey, Jong Hak Moon, Jung-Oh Lee, et al.2026 · 1 citation
  15. Benchmarking the Medical Understanding and Reasoning of Large Language Models in Arabic Healthcare TasksNouar AlDahoul, Yasir Zaki2025 · 1 citation
  16. A Severity-Based Curriculum Learning Strategy for Arabic Medical Text GenerationAhmed Alansary, Molham Mohamed, Ali Hamdi2026
  17. DeepICD-R1: Medical Reasoning through Hierarchical Rewards and Unsupervised DistillationTom Röhr, Thomas Maximilian Josef Steffek, Roman Teucher, et al.2026
  18. Faithful Medical Dialogue Generation Using Homo-Heterogeneous Exemplar-based In-Context Knowledge GroundingPriyanshu Priya, Hardik Goyal, Asif Ekbal2026
  19. HerHealthEval: Evaluating Multilingual and Register-Sensitive Understanding of Women's Health CommunicationHassan Saeed Hassan Albattra, Mazen Mohammed Bahgat, Rahatara Ferdousi, et al.2026
  20. Identifying Imaging Follow-Up in Radiology Reports: A Comparative Analysis of Traditional ML and LLM ApproachesNamu Park, Giridhar Kaushik Ramachandran, Kevin Lybarger, et al.2026
  21. J-ClinicalBench: A Benchmark for Evaluating Large Language Models on Practical Clinical Tasks in JapaneseSeiji Shimizu, Tomohiro Nishiyama, HISADA Shohei, et al.2026
  22. Persona-Conditioned Generation of Patient Self-Reports from EHRsYuexin Wu, Jianming Wei, Vasile Rus2026
  23. Severity-Aware Weighted Loss for Arabic Medical Text GenerationAhmed Alansary, Molham Mohamed, Ali Hamdi2026
  24. Trustworthy NLP for Low-Resource Languages: Agent-Based Uncertainty Modeling for Hebrew Radiology Report StructuringHadas Ben Atya, Naama Gavrielov, Zvi Badash, et al.2026
  25. ViX-Ray: A Vietnamese Chest X-Ray Dataset for Vision-Language ModelsDuy Vu Minh Nguyen, Chinh Thanh Truong, Trần Hoàng Phúc, et al.2026
  26. Scaling Arabic Medical Chatbots Using Synthetic Data: Enhancing Generative AI with Synthetic Patient RecordsAbdulrahman Allam, Seif Ahmed, Ali Hamdi, et al.2025
  27. Advancing Complex Medical Communication in Arabic with Sporo AraSum: Surpassing Existing Large Language ModelsChanseo Lee, Sonu Kumar, Kimon A. Vogt, et al.2024
  28. Enhancing Medical Support in the Arabic Language Through Personalized ChatGPT AssistanceMohamed Issa, Ahmed Abdelwahed2024

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