Clinician voices on ethics of LLM integration in healthcare: A thematic analysis of ethical concerns and implications

T Mirzaei, L Amini, P Esmaeilzadeh - BMC Medical Informatics and …, 2024 - Springer
Objectives This study aimed to explain and categorize key ethical concerns about
integrating large language models (LLMs) in healthcare, drawing particularly from the …

Artificial Intelligence for Public Health Surveillance in Africa: Applications and Opportunities

JM Tshimula, M Kalengayi, D Makenga… - arxiv preprint arxiv …, 2024 - arxiv.org
Artificial Intelligence (AI) is revolutionizing various fields, including public health
surveillance. In Africa, where health systems frequently encounter challenges such as …

[HTML][HTML] Digital Diagnostics: The Potential of Large Language Models in Recognizing Symptoms of Common Illnesses

GK Gupta, A Singh, SV Manikandan, A Ehtesham - AI, 2025 - mdpi.com
This study aimed to evaluate the potential of Large Language Models (LLMs) in healthcare
diagnostics, specifically their ability to analyze symptom-based prompts and provide …

From Pixels to Paragraphs: Extraction of Text from Medical Reports using LLMs, Systematic Literature Review

M Sadiq, R Tariq, A Ullah… - 2024 2nd International …, 2024 - ieeexplore.ieee.org
Large language models are emerging very rapidly in applications covering nearly all fields
including healthcare. In healthcare, these are commonly used for image to text, information …

Can Large Language Models Aid Caregivers of Pediatric Cancer Patients in Information Seeking? A Cross‐Sectional Investigation

E Sezgin, DI Jackson, AB Kocaballi, M Bibart… - Cancer …, 2025 - Wiley Online Library
Purpose Caregivers in pediatric oncology need accurate and understandable information
about their child's condition, treatment, and side effects. This study assesses the …

Adopting Generative AI with Precaution in Dentistry: A Review and Reflection

M Xu, C Ye, Z Zeng, C Chang, S Qi… - … on Digital Health …, 2024 - ieeexplore.ieee.org
The progress in large language models (LLMs) brings much excitement and efforts in
medical artificial intelligence, which could transform patient-doctor conversation while …

[HTML][HTML] Practical Applications of Large Language Models for Health Care Professionals and Scientists

F Reis, C Lenz, M Gossen, HD Volk… - JMIR Medical …, 2024 - medinform.jmir.org
With the popularization of large language models (LLMs), strategies for their effective and
safe usage in health care and research have become increasingly pertinent. Despite the …

Learnings from a Large-Scale Deployment of an LLM-Powered Expert-in-the-Loop Healthcare Chatbot

B Sachdeva, P Ramjee, G Fulari, K Murali… - arxiv preprint arxiv …, 2024 - arxiv.org
Large Language Models (LLMs) are widely used in healthcare, but limitations like
hallucinations, incomplete information, and bias hinder their reliability. To address these …

Comparing Criteria Development Across Domain Experts, Lay Users, and Models in Large Language Model Evaluation

A Szymanski, SA Gebreegziabher, O Anuyah… - arxiv preprint arxiv …, 2024 - arxiv.org
Large Language Models (LLMs) are increasingly utilized for domain-specific tasks, yet
integrating domain expertise into evaluating their outputs remains challenging. A common …

Ethical Application of Generative Artificial Intelligence in Medicine

SS Hasan, MS Fury, JJ Woo, KN Kunze… - … : The Journal of …, 2024 - Elsevier
Generative artificial intelligence (AI) may revolutionize health care, providing solutions that
range from enhancing diagnostic accuracy to personalizing treatment plans. However, its …