Almanac — Retrieval-Augmented Language Models for Clinical Medicine

Cited by (430)

Items 301–400 of 430

1. Med-KGMA: A novel AI-driven medical support system leveraging knowledge graphs and medical advisors
   Varshney, Sona, Jain, Bhawna, Singh, Prerna, Rani, Drishti, Mehra, Saumya · 2025 · Computers in Biology and Medicine
2. Beyond the List: A Framework for the Design of Next-Generation MEDLINE Search Tools
   Vladimir Zhurov, Kamran Sedig, Mostafa Milani · 2025 · Data
3. Assessing the capability of large language models in answering pediatric critical care board-style questions
   Daniela Chanci, Ronald Moore, Henry P. Foote, Matthew A. Goldstein, Karan R. Kumar, Alexandre Tellechea Rotta, Christoph Paul Vincent Hornik, Marybeth Burriss‐West, Makenzie Hamilton, Noah Stanco et al. · 2026 · Scientific Reports
4. Evidence Bound Clinical Decision Support with RAG
   Leyla Türker Şener, Umit Yılmaz, I. Can Dikmen, Ali Arı, Teoman Karadağ · 2025 · Journal of Polytechnic
5. A Unified Strategy for an Agentic Artificial Intelligence (AI)-assisted Clinical Decision Support (CDS) System for Primary Care: A Mixed-Method Study in Singapore (Preprint)
   Dinesh Visva Gunasekeran, Connie Khor Li Kou, Kai En Chan, Caitlyn Tan, Cheng-Yaw Low, Choon Kit Leong, Creighton Heaukulani, Praveen Deorani, Tien Yin Wong, Robert Morris · 2025
6. Additional file 1 of Optimizing biomedical information retrieval with a keyword frequency-driven prompt enhancement strategy
   Wasim Aftab, Zivkos Apostolou, Karim Bouazoune, Straub, Tobias · 2024 · Figshare
7. Additional file 2 of Optimizing biomedical information retrieval with a keyword frequency-driven prompt enhancement strategy
   Wasim Aftab, Zivkos Apostolou, Karim Bouazoune, Straub, Tobias · 2024 · Figshare
8. CLIN-LLM: A safety-constrained hybrid framework for clinical diagnosis and treatment generation
   Md. Mehedi Hasan, Md. Abir Hossain, Farman H. Sayem, Bikash Kumar Paul, Ziaur Rahman, Mohammad Shorif Uddin, Rafid Mostafiz · 2026 · PLoS ONE
9. NLP-Based Ayurvedic Health Recommendation System with Chatbot Interaction
   Sravan Kumar Reddy Siddireddy, Apurvanand Sahay, Tripty Singh · 2025 · Lecture notes in electrical engineering
10. HemaRAG: A Retrieval-Augmented Generation System for Medical Question Answering in Hematologic Malignancies
    Maria Evangelia Chatzimina, Nikolaos S. Tachos, Dimitrios I. Fotiadis, Manolis Tsiknakis · 2025 · IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI ...)
11. PCOS Diagnosis: Data-Driven Predictions and Workflow Enhancement
    S. Rai, Medhaj Dubey, Sunit Jalan, Aryaman Singhi, Khushi Chandra, Srikanth Prabhu · 2026 · Lecture notes on multidisciplinary industrial engineering
12. The Double-Edged Sword: Exploring Older Adults' Interaction and Imagination with an LLM-Enhanced Health Agent
    Leon Paul Mondrian Munz, Caterina Neef, Ivonne Preusser, Anja Richert · 2025 · International Conference on Human-Agent Interaction (HAI)
13. Privacy Meets Retrieval: The Performance Consequences of De-Identification in Retrieval-Augmented Generation
    Yuxin Geng, Xuan Bi, Liu De · 2026 · SSRN Electronic Journal
14. Architecting the Orthopedical Clinical AI Pipeline: A Review of Integrating Foundation Models and FHIR for Agentic Clinical Assistants and Digital Twins
    Assiya Boltaboyeva, Zhanel Baigarayeva, Баглан Иманбек, Bibars Amangeldy, Nurdaulet Tasmurzayev, Kassymbek Ozhikenov, Zhadyra N. Alimbayeva, Chingiz A. Alimbayev, Nurgul Karymsakova · 2026 · Algorithms
15. AI-Driven Digital Mentor for Tacit Medical Knowledge Transmission: A Randomized Controlled Trial (Preprint)
    LinJing Peng, Wen Xie, Deng Gao, Hengyi TIan, Zhiya Yang, Nanxing Xian, Kunning Li, Linling Liu, Yuping Zhao, Yiqing Liu · 2026
16. A Context Adaptive Instruction Tuning Framework for Diverse Clinical NLP Tasks
    Serugunda Henry Mukalazi, Jianquan Ouyang, Jacob Katende · 2025 · IEEE International Conference on Bioinformatics and Biomedicine (BIBM)
17. Integrating Knowledge Graph with Retrieval-Augmented Generation in Medical Question Answering: Development and Usability Study with MEDQA (Preprint)
    Lou Pei, Jiahui Hu, Zhao Wanqing, Qian Wang, An Fang · 2026
18. Advancing Public Health Medical Education in Low-Resource Settings: New Insights from a Comparative Performance Study of Authoritative Textbook-Augmented Large Language Model in Xizang Autonomous Region (Preprint)
    Kun He, Qiming Xiao, Wangyang Chen, Lisha Jing, Yabing Wang, Shuai Li, Daiyu Yang, Hemiao Xu, Ke Pang, Ruoyu Xiao et al. · 2026
19. Evaluating the Accuracy and Reliability of AI Conversational Agents in Patient Education on Cardiovascular Imaging: An Observational Comparative Study of ChatGPT o1, ChatGPT 4o, and Deepseek (Preprint)
    Ahmed Marey, Basudha Pal, Ayşenur Buz Yaşar, Shree Rath, Giulia Francese, Hossam Mohieddin Ghorab, Julia Niemierko, Muhammad Shah Wali Jamal, Muhammad Umair · 2026
20. Development of retrieval-augmented generation–based large language model for drug-induced liver injury using Livertox data
    Ashwin Rao, George T. Cholankeril, Avegail G. Flores, Gagan Sood, Terrence White, Fasiha Kanwal, Hashem B. El‐Serag · 2026 · Hepatology Communications
21. Integrating retinal fundus imaging and computable phenotypes for subphenotype discovery and LLM‑assisted early and late‑onset Alzheimer’s diagnosis
    Zhimin Zong, Ruogu Fang · 2026 · SPIE Medical Imaging: Computer-Aided Diagnosis
22. MedInsight: A Multi-Source Context Augmentation Framework for Generating Patient-Centric Medical Responses Using Large Language Models
    Subash Neupane, Shaswata Mitra, Sudip Mittal, Manas Gaur, et al. · 2025 · Maryland Shared Open Access Repository (USMAI Consortium)
23. Bridging the Gap: Leveraging Retrieval-Augmented Generation to Better Understand Public Concerns about Vaccines
    Muhammad Javed, Sedigh Khademi, Christopher J. Palmer · 2025 · Health Informatics and Knowledge Management Conference (HIKM)
24. Improving Conversational Literature Retrieval Quality via Personalized Profile-Based Re-Ranking
    Siyuan Zhang, Huihui Shao, Zhenping Xie · 2026 · IEEE Journal of Biomedical and Health Informatics
25. DTRAG: Triple-Fusion Retrieval-Augmented Generation Leveraging a Knowledge Graph for Answering Diabetes Questions
    Jin Zhang, Huiling Liu, Wengen LI, Jianquan Wen, Yuan Zhao, Jianing Chen, Jian Liu, Chengkun Wu · 2025 · IEEE International Conference on Big Data (BigData)
26. Immersive, Interactive, Intelligent Patient Educational System for Venous Thromboembolism (ChatVTE): Development and Validation Study
    Binbin Liu, Zhigeng Jin, Zhe qi Zhang, Hong Wang, Hao Wang, Hui Zhang, Changzhen Li, Fei Qi, Yutao Guo · 2026 · JMIR AI
27. Generative AI for Musculoskeletal Medicine: A Multimodal RAG Framework for Knowledge Retrieval and Reasoning
    Hiba Maalaoui, Fedi Fehmi · 2025 · IEEE International Conference on Advances in Data-Driven Analytics and Intelligent Systems (ADACIS)
28. Reliable Information Access in Intelligent Transportation Systems and Autonomous Driving Protocols: An Experimental Evaluation of the RAG Architecture's Regulatory Analysis
    Ahmet Akkaya · 2026 · Akıllı Ulaşım Sistemleri ve Uygulamaları Dergisi
29. Zero-shot performance of selected large language and multimodal models on the 2023 Brazilian Portuguese medical residency exam
    César Augusto Madid Truyts, Amanda Gomes Rabelo, Gabriel Mesquita de Souza, Daniel Scaldaferri Lages, Adriano José Pereira, Uri Adrian Prync Flato, Eduardo Pontes Reis, Joaquim Edson Vieira, Paulo Sérgio Panse Silveira, Edson Amaro · 2026 · Scientific Reports
30. Artificial intelligence research methodologies in cardiovascular medicine
    Alosh Denny, Abiram Baburaj, Rajeshwari Kottilil, Romy Roy, Atin Jindal, Anoop Titus · 2026 · Elsevier eBooks
31. Beyond the Monitor: Reimagining the Cardiac Intensive Care Unit
    Melissa Fay Lepage-Ratte, Ramsey M. Wehbe, Rebecca Mathew, Anthony Carnicelli · 2026 · Journal of Cardiac Failure - Intersections
32. Assessing the Safety and Clinical Appropriateness of Breast Cancer Advice From Consumer‐Grade Large Language Models
    Michael Njunge, Yang Huang, Ran Li, Anitha Karunairajah, Nathan Burns, Nathalie Marie Falkner, Gareth Porter · 2026 · Journal of Medical Imaging and Radiation Oncology
33. Large Language Models for Minimum Data Set Documentation Support in Skilled Nursing Facilities: Opportunities, Risks, and a Proposed Implementation Framework (Preprint)
    Meghana Bhimavarapu · 2026
34. Generative models for clinical entity linking in Spanish
    Elena Zotova, Montse Cuadros, Germán Rigau · 2026 · Array
35. Large language models as clinical decision-support tools in multiple sclerosis and neuromyelitis optica spectrum disorders: A comparative study of ChatGPT-4o and neurologists
    Gustavo Saposnik, Aleix Solanes, Enric Monreal, María Sepúlveda, Miguel Á Hernández, Juan Pablo Cuello, Gary Álvarez-Bravo, Eduardo Agüera, Javier Riancho, Ángel Pérez-Sempere et al. · 2026 · Multiple Sclerosis Journal - Experimental Translational and Clinical
36. A Neuro-Symbolic Clinical Agent for cardiovascular risk stratification: Integrating stacking ensembles with simulation-augmented reasoning
    Youssef Ait Bigane, Fatima-Ezzahraa Ben-Bouazza, Aymane Edder, Ilyass Emssaad, Djeneba Sangare, Oumaima Manchadi, Bassma Jioudi · 2026 · Informatics in Medicine Unlocked
37. Retracted: Personalized Brain Medicine with Generative AI for Cognitive and Neural Biomarker Analysis
    Pramod Kumar, Siva Sarana Kuna, Sateesh Kumar Nallamala, Shubha Vakulabharanam, Mukesh Soni · 2026 · Contemporary Computing Innovations Conference (CCIC) · Retracted
38. A Retrieval-Augmented Generation Framework for Traditional Chinese Medicine Herb Recommendation Using Symptom-Focused and Ingredient-Based Embeddings
    Teerapord Lin, Jeerasak Khangkhan, Isares Nonjun · 2026 · Journal of Computer and Creative Technology
39. An automatic consult reply system for therapeutic plasma exchange using retrieval‐augmented generation
    Jong Kwon Lee, Sooin Choi, Sholhui Park, Qute Choi, Sang‐Hyun Hwang, Duck Cho · 2026 · Vox Sanguinis
40. Cosine Similarity Conflates Clinically Distinct Cancer Variants: A Case for Typed-Graph Retrieval in Precision Oncology Decision Support
    Umair Ahmed Khan · 2026 · bioRxiv (Cold Spring Harbor Laboratory)
41. Authoritative Textbook-Augmented Large Language Models for High-Altitude Public Health Medical Education in the Xizang Autonomous Region: Cross-Sectional Comparative Evaluation Study
    Kun He, Qiming Xiao, Wangyang Chen, Lisha Jing, Yabing Wang, Shuai Li, Daiyu Yang, Hemiao Xu, Ke Pang, Ruoyu Xiao et al. · 2026 · Journal of Medical Internet Research
42. Retrieval-Augmented Large Language Models for Clinical Decision Support: A Systematic Review of Hallucination Mitigation and Evidence Grounding
    Sumit Barua, Charles Barnabas Rodgers · 2026 · Research Square
43. Beyond accuracy: advancing LLM evaluation in clinical neurology toward real-world decision support
    Ravi Shankar, Qian Xu · 2026 · Neurological Sciences
44. Research on Governance of Unstructured Epidemiological Investigation Data and Report Generation Based on Large Language Models
    松冬 蒋 · 2026 · Computer Science and Application
45. OptoChat: a large language model with retrieval augmented generation for optics
    Xiaoqing Bao, Hairuo Wang, Silin Chen et al. · 2026 · Journal of Physics Photonics
46. Safety and Reliability Evaluation of Medical Chatbots Powered by Large Language Models
    Elvira Nurfadhilah, Lyla Ruslana Aini, Agung Santosa, Mohammad Teduh Uliniansyah, Gunarso Gunarso, Prabu Kresna Putra, Siska Pebiana, Radhiyatul Fajri, Nuraisa Novia Hidayati, Rahardito Dio Prastowo et al. · 2026 · Advances in computational intelligence and robotics book series
47. Development and evaluation of a large language model-based, retrieval-augmented generation application for query response in early oncology clinical trials
    D. Pesántez, G. Fucà, A. Magrì, L. Koulai, K. Bliznashki, A. Soltani, M. Khan, Francesco Multari, Michele Moschetta · 2026 · ESMO Real World Data and Digital Oncology
48. A Structured Prompt Design Algorithm for Contextual Health Data Extraction in Elderly Virtual Companion Systems
    Prissadang Suta, Pornchai Mongkolnam · 2026 · International Conference on Advances in Information Technology
49. PhysioRAG: A RAG-Based System for Evidence-Based Physiotherapy Guidance
    Mohammed Hamza, Naman Bordia, Poorna V. M., Maanasa H. C. · 2026 · International Multi-Conference on Systems, Signals & Devices (SSD)
50. A Hierarchical Multi-Agent System for Dynamic Orchestration of Clinical Workflows
    Iris Panaro, Paolo Maresca · 2026 · International Conference on Integrated Intelligence and Cognitive Engineering (ICIICE)
51. Knowledge-graph anchoring enables safer large language model reasoning for rare-tumor management
    Yuan Chu, Chengyi Hua, He Qing, Franka Menge, Christoph Reissfelder, Bernd Kasper, Yimiao Xu, Jens Jakob, Chengpeng Li, Cui Yang · 2026 · Research Square
52. Retrieval-Augmented Generation in Healthcare Systems: A Systematic Review with Emphasis on Public Data
    Rafael Santos Novo Pereira, André Gomes Regino, Fernando Rezende Zagatti, Matheus Bernardelli de Moraes, Guilherme Ruppert, Ana Carolina Monteiro, Rodrigo Bonacin · 2026
53. Fine-tuning and structured prompting strategies for question answering over full-text biomedical research articles
    Kaiming Tao, Rohit Satija, Jinru Zhou, Zachary A. Osman, Vineet Ahluwalia, Chiara Sabatti, Robert W. Shafer · 2026 · PLoS ONE
54. Rotation Key Scheduling: Temporal Invalidation of Alignment-Based Embedding Inversion in RAG Systems
    SeungSoo Baek · 2026 · SSRN Electronic Journal
55. Generative artificial intelligence for outcome prediction in critical care: the future is now?
    Jessica D. Workum, Christian Jung, Michael Beil · 2026 · Current Opinion in Critical Care
56. Context-Aware Respiratory Health Advisory System for Risk Assessment and Personalized Recommendations
    Prachi Chhabra, Mohit Negi, Omkar Goje, Davinder Paul Singh, Faisal Khan · 2026 · International Conference on AI, Data Science, Cyber Security and Smart Manufacturing for Sustainable Development (ICADCS)
57. An Evidence-Based Framework for Patient-Facing Artificial Intelligence Integration in the Emergency Department
    Tehreem Rehman, Philip C. Jarrett, Joshua Lesko, James J Augustine, Bradley D. Shy, Rohit B. Sangal, Nicholas G. Genes, Donald U. Apakama, Ethan E. Abbott, Abhi Mehrotra et al. · 2026 · Journal of the American College of Emergency Physicians Open
58. Real-world evaluation of medication recommendation workflows: Retrieval augmentation, physician-RAG collaborative workflow, and prescribing quality
    Long Ren, Fang Fang, Yu Zhang, Yabin Ma · 2026 · International Journal of Medical Informatics
59. Construction and Evaluation of Large Language Models for the Mongolian Medicine Diagnostic and Treatment System
    Xieqi Ji, Feilong Bao, Hui Zhang, Aruukhan Bai · 2026 · Lecture notes in computer science
60. AKSR: Adaptive Knowledge Selection and Multi-strategy Reasoning for Alzheimer’s Disease Question Answering
    Zili Zhou, Chengyuan Xue, Nuo Zhuang · 2026 · Lecture notes in computer science
61. Interactive Retrieval-Governed LLM Tutoring for Surgical Site Infection Prevention Education
    Frixos Stylianou, Konstantinos Vakanas, Panagiotis Papageorgiou, Andreas Charalambous, Iolie A. Nicolaidou, Koralia A. Michail, Christos P. Loizou, Efthyvoulos C Kyriacou, Theologia Tsitsi · 2026 · IFIP advances in information and communication technology
62. A Dual-Agent Mental Health Counseling System with RAG and PEFT
    Meihan Liu, Sifan Liu, Jiayue Zhang, Feiyan Zhao, Hui Li, Xin Wang · 2026 · Lecture notes in computer science
63. Publicly Accessible Large Language Model Responses to Frequently Asked Questions About Spondylodiscitis: Preliminary Expert Evaluation
    M. Ardelt, David Schiffelholz, Siegmund Lang, J. Straub, Sonja Häckel, N. H. von der Hoeh, M. Dreimann, J. Neuhoff, S. Siller, D. Bratelj et al. · 2026 · Journal of Medical Internet Research
64. Agentic AI for Computational Pharmacology: Orchestrating Molecular Search, Evidence Appraisal, Mechanistic Reasoning, and Candidate Prioritization
    Lina Hassan, Omar Khalaf, Reem Jaber · 2026 · International Journal of Pharmaceutical and Phytopharmacological Research
65. EviCare: Enhancing Diagnosis Prediction with Deep Model-Guided Evidence for In-Context Reasoning
    Hengyu Zhang, Xuyun Zhang, Pengxiang Zhan, Linhao Luo, Hang Lv, Yanchao Tan, Shirui Pan, Carl Yang · 2026 · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)
66. Machine learning approaches for prediction of epilepsy risk across clinical pathways: a systematic review
    Amr M. Omar, Antonina Omisade, Jason P. Gallivan, Gavin Paul Winston · 2026 · Journal of Neural Engineering
67. Diagnosing RAG vulnerabilities via sensitive knowledge recognition
    Zhichen Liu, Jingkai Liu, Xiaoting Lyu, Jiao Dai, Fuqiang Hu, Bin Wang, Jie Zhang, W H Wang · 2026 · Pattern Recognition Letters
68. An IoT-Ready Context-Aware Patient State Framework with LLM-Driven Recommendation for Shoulder Rehabilitation
    Jonghyeok Mun, Nackhwan Kim, Jongsun Choi · 2026 · Electronics
69. Agentic Self-RAG: An Ablation Study for Zero-Shot Biomedical Question Answering
    Rendi Prayata Wibawa, Sarah Widya Putri, Andrea Lauren Wijaya, Hidayaturrahman · 2026 · IEEE International Conference on Industry 4.0, Artificial Intelligence, and Communications Technology (IAICT)
70. When Paraconsistent Logic Meets Large Language Models: Resilient Decision Support Systems for Uncertain and Contradictory Environments
    Marcus Vinicius Leite, Jair Minoro Abe, João Glauco Barbosa dos Santos, Leandro Cigano de Souza Thomas, Marcos Leandro Hoffmann Souza · 2026 · Advances in sustainability science and technology
71. AI-Based Clinical Decision Support System for Primary Health Care and Community Hospitals: A Proof-of-Concept with Dual-AI Validation Architecture
    Marcos Leandro Hoffmann Souza, Juliano Barcelos, Cristiano André da Costa, Lia Denize Piovesan, Jair Minoro Abe, Marcus Vinicius Leite · 2026 · Advances in sustainability science and technology
72. Generative Language Models for Disease Treatment Recommendations: A Systematic Literature Review
    Leonides Medeiros Neto, Maicon Herverton Lino Ferreira da Silva, Kayo Henrique de Carvalho Monteiro, Estefani Pontes Simão, Sebastião Rogério da Silva Neto, Luis Filipe Silva de Vasconcelos, João Pedro Pimenta, Iago Richard Rodrigues, Patrícia Takako Endo · 2026 · Journal of Healthcare Informatics Research
73. OntoCodex: a multi-agent biomedical ontology enrichment framework
    Jingna Feng, Yue Yu, Aaron Dong et al. · 2026 · npj Health Systems
74. Intelligent Framework for Adverse Drug Event Identification Using Large Language Models and Retrieval-Augmented Generation: Development and Evaluation Study
    Junlong Ma, Xuehong Wu, Zeying Feng, Yun Kuang, Zhendong Ding, Min Li, Guoping Yang · 2026 · Journal of Medical Internet Research
75. NephroTwin: A Digital Twin Framework for Proactive and Personalized Management of Chronic Kidney Disease
    Sayed Chhattan Shah, Sarah J. Schrauben, Muhammad Taqi Raza · 2026 · IEEE International Conference on Healthcare Informatics (ICHI)
76. TCM-CoT-RAG: a chain-of-thought enhanced retrieval-augmented generation system for clinical decision support in Traditional Chinese Medicine rheumatology
    Bingbing Fan, Yunlong Fang, Zihan Wang, Fang Ma · 2026 · Frontiers in Pharmacology
77. Post Hoc Human Review of a Large Language Model–Generated Benchmark for Hospital Wayfinding Search: Comparative Evaluation Study (Preprint)
    Joe Hasei, Yuichiro Toda, Yuki Nishimura, Taichi IKEZAKI, Hiroki Matsuoka, Koichi Takeuchi, Ryuichi Nakahara, Toshifumi Ozaki · 2026
78. Laparoscopic image segmentation of the hepatobiliary system: Current status and advances from a deep learning perspective
    Qunzhou Sun, Feiyang Yang, Ping Zhang, Tianyang Zhang, Jun Qi, Lu Sun · 2026 · Digital Health
79. TC3-VLM: A Vision–Language Model for Tactical Combat Casualty Care
    Junseob Kim, Jade Chng, Ayman Ali, Victor M. Moas, Sunil Hwang, Rishikesan Kamaleswaran · 2026 · IEEE Access
80. Guideline-augmented large language models for contraindication screening in interventional spine care
    Jack Lott, Nicholas Dietrich · 2026 · Interventional Pain Medicine
81. Artificial intelligence in hepatocellular carcinoma diagnosis and AI-assisted treatment support: Current landscape and future directions
    Quan-Kai Lei, Tong-Xv Wu, Chu-Long Zhang, Yun‐Wen Zheng · 2026 · Liver Research
82. Blackwell: An Explainable Anamnesis-Based Multi-agent Framework for Remote Clinical Diagnosis
    Lukas Torquato, Rejwanul Haque, Paul Stynes, Greg Doyle, Oisín Cawley · 2026 · Lecture notes in computer science
83. Bootstrapping Methodological Governance: A Deterministic Framework for Validating Public Health Data Analysis
    Xiaoming Guo, Shenglin Li, Connor Kulawiak, Fabricio Gutierrez Juarez, Jiaqi Gong · 2026 · IEEE/ACM Conference on Connected Health: Applications, Systems and Engineering Technologies
84. Toward continuous quality observability in medicine
    Advait Patil, William T. Curry, Brian Vala Nahed · 2026 · npj Health Systems
85. Ethical Considerations on Artificial Intelligence, Health and Health Care. All That Glisters Is Not Gold
    Piero Portincasa, Mohamad Khalil, Pierfrancesco Novielli, Sabina Tangaro · 2026 · European Journal of Clinical Investigation
86. Fa-DPO: Faithfulness-Aware Direct Preference Optimization with risk-adaptive preference learning for medical question answering
    Chunxi Guo, Jianxu Zheng, Puzhen Su, Zhiliang Tian, Jintao Tang, Shasha Li, Ting Wang · 2026 · Information Processing & Management
87. Machine Learning-Assisted, Ago-Mediated Droplet Fluorescence Analysis with a Knowledge-Enabled Agent for Colorectal Cancer Diagnostics
    Hanxue Li, Kexin Wu, Chenxiao Tang, Hanhua Li, Luhao Li, Jilie Kong, Hui Chen · 2026 · Analytical Chemistry
88. Language, power, and access: large language models and equity in medicine
    Hazem Lashin · 2026 · British Journal of Anaesthesia
89. Parameter-Efficient Fine-Tuning of Large Language Models for Automated Discharge Summary Generation from Daily Progress Notes and Laboratory Results
    Anna Svensson, Erik Lindberg · 2025 · Journal of Artificial Intelligence for Healthcare Systems
90. No Cloud, No Problem: Secure and Explainable Offline AI Agents for Clinical Q&A with Lightweight LLMs
    Ali Hamza Salman, Giuseppe Fico, Ernesto Iadanza · 2026 · World Congress on Medical Physics and Biomedical Engineering, September 7 - 12, 2009, Munich, Germany
91. GuidelineGuard: An Agentic Retrieval-Augmented Generation Framework with Sentence-Level Citation Auditing for Guideline-Grounded Question Answering
    Farida Far Poor · 2026 · Computation
92. Performance evaluation of a large language model for medication management tasks
    Kelli Henry, Shaochen Xu, Kaitlin Blotske, Moriah Cargile, Erin Frazee Barreto, Brian Murray, Susan Elizabeth Smith, Seth R. Bauer, Xingmeng Zhao, Adeleine Tilley et al. · 2026 · American Journal of Health-System Pharmacy
93. From Detection to Decision: A RAG-LLM Clinical Digital Assistant for Intracranial Hemorrhage Using a Lightweight CT Model
    Gustavo Gumz Correia, Filipa Ferraz, Victor Alves · 2026 · Lecture notes in networks and systems
94. SECUIR: Design and Implementation of an Efficient, Secure, and Access-Controlled Smart Information Retrieval System
    Chandra N. Sekharan, Manmeet Rasikbhai Detroja · 2026 · IEEE International Conference on Intelligence and Security Informatics (ISI)
95. RAG-Powered Clinical Conversational Agent for Guideline Retrieval: A Prototype System Comparing Standard and HyDE-Enhanced Retrieval
    Isabel Sofía Tovar Sánchez, Rubén Manrique, Nathalia Ortega · 2026 · IEEE Colombian Conference on Applications of Computational Intelligence (ColCACI)
96. Diagnostic Performance of a Locally Deployed Vision Language Model for Bone Tumor Diagnosis Using Smartphone-Captured Images: Exploratory Retrospective Study
    Yin Shi, Zhi-Chao Tong · 2026 · JMIR AI
97. Graph-Enhanced Retrieval-Augmented Generation for Postoperative Patient Question Answering: A Comparative Evaluation of Knowledge Graph, Retrieval-Augmented Generation, and Hybrid GraphRAG Approaches
    Srinivasagam Prabha, Bernardo Gabriele Collaço, Carina Rosa Malena, Syed Ali Haider, Nadia G. Wood, Antonio J. Forte · 2026 · Bioengineering
98. Evidence-Grounded, Role-Adaptive Conversational AI for Occupational Therapists and Caregivers in Neurodevelopmental Care: A Comprehensive Narrative Review and Sociotechnical Reference Architecture
    Pantelis Pergantis, Georgiou Konstantinos, Nikolaos G. Bardis, Charalabos A. Skianis, Athanasios S. Drigas · 2026 · Multimodal Technologies and Interaction
99. RADAR: A Prototype for Grounding Large Language Model Consult Support in an ACR-Structured Appropriateness Knowledge Base with Citation Validation and Abstention
    Chiranjeevi Vantaku, Amy Avakian · 2026 · Journal of Imaging Informatics in Medicine
100. Automated Brief Hospital Course Summarization in Cardiac Surgery Using a Lightweight Large Language Model–Based Framework: Development and Evaluation Study on the Medical Information Mart for Intensive Care-IV
     GAO Xiaoyuan, Yang Wang, Zixing Wang, Jing Yuan, Shengkang Huang, Xu-Yao Zhang, Zhaohong Sun, Yun Xing, Yiyang Liu, Xintong Wu et al. · 2026 · Journal of Medical Internet Research