Interpretable lung-constrained RegNetY–ViT framework for pulmonary tuberculosis classification in chest X-rays with radiological feature-guided neuro-symbolic reasoning

Ibrahim Abdulrab Ahmed, Ebrahim Mohammed Senan, Awad Alyousef, M. Attique Khan, Elham Ali, Esam Mohammed Asem Othman, Suliman Mohamed Fati

Open source

DOI: 10.3389/fmed.2026.1908751
Published: 2026-09-10
Container: Frontiers in Medicine
Publisher: Frontiers Media SA
Open access: unknown

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Cite this work

BibTeX

@article{allodium:10.3389/fmed.2026.1908751,
  title = {Interpretable lung-constrained RegNetY–ViT framework for pulmonary tuberculosis classification in chest X-rays with radiological feature-guided neuro-symbolic reasoning},
  author = {Ibrahim Abdulrab Ahmed and Ebrahim Mohammed Senan and Awad Alyousef and M. Attique Khan and Elham Ali and Esam Mohammed Asem Othman and Suliman Mohamed Fati},
  year = {2026},
  journal = {Frontiers in Medicine},
  doi = {10.3389/fmed.2026.1908751},
  url = {https://doi.org/10.3389/fmed.2026.1908751}
}

RIS

TY  - JOUR
TI  - Interpretable lung-constrained RegNetY–ViT framework for pulmonary tuberculosis classification in chest X-rays with radiological feature-guided neuro-symbolic reasoning
AU  - Ibrahim Abdulrab Ahmed
AU  - Ebrahim Mohammed Senan
AU  - Awad Alyousef
AU  - M. Attique Khan
AU  - Elham Ali
AU  - Esam Mohammed Asem Othman
AU  - Suliman Mohamed Fati
PY  - 2026
JO  - Frontiers in Medicine
DO  - 10.3389/fmed.2026.1908751
UR  - https://doi.org/10.3389/fmed.2026.1908751
ER  -

APA

Ahmed, I. A., Senan, E. M., Alyousef, A., Khan, M. A., Ali, E., Othman, E. M. A., & Fati, S. M. (2026). Interpretable lung-constrained RegNetY–ViT framework for pulmonary tuberculosis classification in chest X-rays with radiological feature-guided neuro-symbolic reasoning. Frontiers in Medicine. https://doi.org/10.3389/fmed.2026.1908751

Source records

crossref · retrieved 2026-09-26T01:12:37.820Z