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This paper is in the following e-collection/theme issue:

Formative Evaluation of Digital Health Interventions (3499) Imaging Informatics (340) Artificial Intelligence (2397) Computer-Aided Diagnosis (281) Research Methodology - AI (53) AI Language Models in Health Care (267) Responsible Health AI (90)

Published on in Vol 9 (2025)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/77482, first published .
Explainable AI-Driven Analysis of Radiology Reports Using Text and Image Data: Experimental Study

Explainable AI-Driven Analysis of Radiology Reports Using Text and Image Data: Experimental Study

Explainable AI-Driven Analysis of Radiology Reports Using Text and Image Data: Experimental Study

Authors of this article:

Muhammad Tayyab Zamir1 Author Orcid Image ;   Safir Ullah Khan2 Author Orcid Image ;   Alexander Gelbukh1 Author Orcid Image ;   Edgardo Manuel Felipe Riverón1 Author Orcid Image ;   Irina Gelbukh1 Author Orcid Image
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Journals

  1. Alsulami A, Abu Al-Haija Q, Alakhtar R, Alsobhi H, Alsemmeari R, Alturki B, Tayeb A. Improving Tree-Based Lung Disease Classification from Chest X-Ray Images Using Deep Feature Representations. Bioengineering 2026;13(3):267 View
  2. Quinsten A, Heße D. KI-Kompetenz für MTR/RT – ein Curriculum für Lehrende. Radiopraxis 2026;19(01):7 View
  3. Fayaz M, Hagsong K, Danish S, Dang L, Sadeghi-Niaraki A, Moon H. Demystifying Artificial Intelligence: A Systematic Review of Explainable Artificial Intelligence in Medical Imaging. Sensors 2026;26(7):2131 View
  4. Maciej Kokoszka , Michalina Chodór , Julia Maria Kuczkowska , Judyta Bordakiewicz , Zuzanna Michalska , Donata Pokorska , Julia Świechowska , Zuzanna Zarzycka , Ingrid Samberger , Magdalena Wiciak . ALGORITHMIC AUTHORITY VS. HUMAN TOUCH: A NARRATIVE REVIEW OF PATIENT TRUST AND CLINICAL AUTONOMY IN AI-ASSISTED DIAGNOSTICS. International Journal of Innovative Technologies in Social Science 2026;3(1(49)) View

Conference Proceedings

  1. Zamir M, Ullah F, Khan S, Nayim M, Bangyal W, Riverón E, Gelbukh A. 2026 7th International Conference on Advancements in Computational Sciences (ICACS). Comparative Study of CNN and Transformer Models for Thyroid Cancer Classification with Explainable AI View