🩺 Health Informatics
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
- ChatGPT for Good? On Opportunities and Challenges of Large Language Models for EducationEnkelejda Kasneci, Kathrin Seßler, Stefan Küchemann, et al.2023 · 7,436 citations
- Large Language Models Encode Clinical KnowledgeKaran Singhal, Shekoofeh Azizi, Tao Tu, et al.2022 · 4,477 citations
- Performance of ChatGPT on USMLE: Potential for AI-assisted medical education using large language modelsTiffany H. Kung, Morgan Cheatham, Arielle Medenilla, et al.2023 · 4,168 citations
- Adapted Large Language Models Can Outperform Medical Experts in Clinical Text SummarizationDave Van Veen, Cara Van Uden, Louis Blankemeier, et al.2023 · 928 citations
- Capabilities of GPT-4 on Medical Challenge ProblemsHarsha Nori, Nicholas King, Scott Mayer McKinney, et al.2023 · 711 citations
- Generating Radiology Reports via Memory-driven TransformerZhihong Chen, Yan Song, Tsung-Hui Chang, et al.2020 · 710 citations
- LLaVA-Med: Training a Large Language-and-Vision Assistant for Biomedicine in One DayChunyuan Li, Cliff Wong, Sheng Zhang, et al.2023 · 680 citations
- ChatDoctor: A Medical Chat Model Fine-Tuned on a Large Language Model Meta-AI (LLaMA) Using Medical Domain KnowledgeYunxiang Li, Zihan Li, Kai Zhang, et al.2023 · 643 citations
- Towards Expert-Level Medical Question Answering with Large Language ModelsKaran Singhal, Tao Tu, Juraj Gottweis, et al.2023 · 509 citations
- On the Automatic Generation of Medical Imaging ReportsBaoyu Jing, Pengtao Xie, Eric Xing2018 · 480 citations
- MedMCQA : A Large-scale Multi-Subject Multi-Choice Dataset for Medical domain Question AnsweringAnkit Pal, Logesh Kumar Umapathi, Malaikannan Sankarasubbu2022 · 454 citations
- Benchmarking Retrieval-Augmented Generation for MedicineGuangzhi Xiong, Qiao Jin, Zhiyong Lu, et al.2024 · 426 citations
- BioMistral: A Collection of Open-Source Pretrained Large Language Models for Medical DomainsYanis Labrak, Adrien Bazoge, Emmanuel Morin, et al.2024 · 408 citations
- Towards Mitigating LLM Hallucination via Self ReflectionZiwei Ji, Tiezheng Yu, Yan Xu, et al.2023 · 352 citations
- Combining Automatic Labelers and Expert Annotations for Accurate Radiology Report Labeling Using BERTAkshay Smit, Saahil Jain, Pranav Rajpurkar, et al.2020 · 336 citations
- MEDITRON-70B: Scaling Medical Pretraining for Large Language ModelsZeming Chen, Alejandro Hernandez Cano, Angelika Romanou, et al.2023 · 311 citations
- HuatuoGPT, Towards Taming Language Model to Be a DoctorHongbo Zhang, Junying Chen, Feng Jiang, et al.2023 · 282 citations
- MedDialog: Large-scale Medical Dialogue DatasetsGuangtao Zeng, Wenmian Yang, Zeqian Ju, et al.2020 · 247 citations
- MedAgents: Large Language Models as Collaborators for Zero-shot Medical ReasoningXiangru Tang, Anni Zou, Zhuosheng Zhang, et al.2024 · 245 citations
- MedAlpaca — An Open-Source Collection of Medical Conversational AI Models and Training DataTianyu Han, Lisa C. Adams, Jens-Michalis Papaioannou, et al.2023 · 224 citations
- GeneGPT: Augmenting Large Language Models with Domain Tools for Improved Access to Biomedical InformationQiao Jin, Yifan Yang, Qingyu Chen, et al.2023 · 222 citations
- Med-HALT: Medical Domain Hallucination Test for Large Language ModelsAnkit Pal, Logesh Kumar Umapathi, Malaikannan Sankarasubbu2023 · 220 citations
- Accelerating scientific discovery with Co-ScientistJuraj Gottweis, Wei-Hung Weng, Alexander Daryin, et al.2025 · 212 citations
- HuaTuo: Tuning LLaMA Model with Chinese Medical KnowledgeHaochun Wang, Chi Liu, Nuwa Xi, et al.2023 · 171 citations
- PMC-LLaMA: Towards Building Open-source Language Models for MedicineChaoyi Wu, Weixiong Lin, Xiaoman Zhang, et al.2023 · 144 citations
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