From Images to Genes: Radiogenomics Based on Artificial Intelligence to Achieve Non‐Invasive Precision Medicine in Cancer Patients

Y Guo, T Li, B Gong, Y Hu, S Wang, L Yang… - Advanced …, 2024 - Wiley Online Library
With the increasing demand for precision medicine in cancer patients, radiogenomics
emerges as a promising frontier. Radiogenomics is originally defined as a methodology for …

[HTML][HTML] Fine-tuning language model embeddings to reveal domain knowledge: An explainable artificial intelligence perspective on medical decision making

C Kraišniković, R Harb, M Plass, W Al Zoughbi… - … Applications of Artificial …, 2025 - Elsevier
Integrating large language models (LLMs) to retrieve targeted medical knowledge from
electronic health records enables significant advancements in medical research. However …

Taming large language models to implement diagnosis and evaluating the generation of LLMs at the semantic similarity level in acupuncture and moxibustion

S Li, W Tan, C Zhang, J Li, H Ren, Y Guo, J Jia… - Expert Systems with …, 2025 - Elsevier
With the rapid advancement of artificial intelligence and deep learning technologies, large
language models (LLMs) such as ChatGPT and GPT-4 have made significant progress in …

Assessing the accuracy and clinical utility of GPT-4O in abnormal blood cell morphology recognition

X Cai, L Zhan, Y Lin - Digital Health, 2024 - journals.sagepub.com
Objectives To evaluate the accuracy and clinical utility of GPT-4O in recognizing abnormal
blood cell morphology, a critical component of hematologic diagnostics. Methods GPT-4O's …

Language Enhanced Model for Eye (LEME): An Open-Source Ophthalmology-Specific Large Language Model

A Gilson, X Ai, Q Xie, S Srinivasan… - arXiv preprint arXiv …, 2024 - arxiv.org
Large Language Models (LLMs) are poised to revolutionize healthcare. Ophthalmology-
specific LLMs remain scarce and underexplored. We introduced an open-source …

Exploring the Feasibility of Multimodal Chatbot AI as Copilot in Pathology Diagnostics: Generalist Model's Pitfall

M Liu, J Wu, F Yan, H Li, W Wang, S Zhang… - arXiv preprint arXiv …, 2024 - arxiv.org
Pathology images are crucial for diagnosing and managing various diseases by visualizing
cellular and tissue-level abnormalities. Recent advancements in artificial intelligence (AI) …

Identification of genomic alteration and prognosis using pathomics-based artificial intelligence in oral leukoplakia and head and neck squamous cell carcinoma: a …

XJ Cai, CR Peng, YY Cui, L Li, MW Huang… - … Journal of Surgery, 2025 - journals.lww.com
Background: Loss of chromosome 9p is an important biomarker in the malignant
transformation of oral leukoplakia (OLK) to head and neck squamous cell carcinoma …