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Foundations of AI (67) Artificial Intelligence (2402)

Published on in Vol 2 (2023)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/40965, first published .
Real-Time Classification of Causes of Death Using AI: Sensitivity Analysis

Real-Time Classification of Causes of Death Using AI: Sensitivity Analysis

Real-Time Classification of Causes of Death Using AI: Sensitivity Analysis

Authors of this article:

Patrícia Pita Ferreira1, 2, 3 Author Orcid Image ;   Diogo Godinho Simões1, 4 Author Orcid Image ;   Constança Pinto de Carvalho1, 5 Author Orcid Image ;   Francisco Duarte6 Author Orcid Image ;   Eugénia Fernandes1 Author Orcid Image ;   Pedro Casaca Carvalho1 Author Orcid Image ;   José Francisco Loff7 Author Orcid Image ;   Ana Paula Soares1 Author Orcid Image ;   Maria João Albuquerque1 Author Orcid Image ;   Pedro Pinto-Leite1 Author Orcid Image ;   André Peralta-Santos1, 8, 9 Author Orcid Image
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Journals

  1. Coutinho I, Correia G, Martins B, Moreira A, Peralta-Santos A, Crowson M. ICD coding of death certificates with generative language models. PLOS Digital Health 2026;5(2):e0001245 View
  2. Popescu M, Roitero K, Della Mea V. Integrating Confidence, Difficulty, and Language Model Calibration for Better Explainability in Clinical Documents Coding: Applications of AI. JMIR AI 2026;5:e78764 View