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. 2026 Aug 26;5(10):103122. doi: 10.1016/j.jacadv.2026.103122

Central Illustration.

Central Illustration

The INSIGHT Natural Language Processing Transformations and Model Pipeline

AI = artificial intelligence; AL = amyloid light; ATTR = transthyretin amyloidosis; ICD-10-CM = International Statistical Classification of Diseases–10th Revision–Clinical Modification; LIME = local interpretable model-agnostic explanations; NLP = natural language processing; PYP = 99m-technetium-pyrophosphate imaging.