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Exploration of Morphological Characteristics in Diabetic Macular Ischemia Utilizing a Large Language Model–Assisted Knowledge Graph

Purpose: To explore novel clinical terminologies in diabetic macular ischemia (DMI) using a large language model-assisted knowledge graph (KG) constructed from published literature and to validate the findings using clinical data. Design: A review incorporating KG construction and subsequent explora...

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Main Authors: Miyo Yoshida, MD, Tomoaki Murakami, MD, PhD, Kenji Ishihara, MD, PhD, Yuki Mori, MD, PhD, Akitaka Tsujikawa, MD, PhD
Format: Artigo
Language:Inglês
Published: Elsevier 2026-03-01
Series:Ophthalmology Science
Subjects:
Diabetic macular edema
Diabetic macular ischemia
OCT
OCT angiography
Visual acuity
Online Access:http://www.sciencedirect.com/science/article/pii/S2666914526000138
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