Peer-reviewedCC BYJournal of clinical medicine
A Reproducible and Explainable Deep Learning Framework for Dermoscopic Image Analysis in Skin Cancer
5 affiliations
- 1Rectorate Unit, Adıyaman University, Adıyaman 02040, Türkiye;
- 2Department of Biostatistics, Faculty of Medicine, Malatya Turgut Ozal University, Malatya 44210, Türkiye
- 3Biostatistics and Medical Informatics, Faculty of Medicine, Inonu University, Malatya 44280, Türkiye; (C.Ç.); (B.Y.)
- 4Department of Computer Sciences, College of Computer and Information Sciences, Princess Nourah Bint Abdulrahman University, P.O. Box 84428, Riyadh 11671, Saudi Arabia; (S.A.A.); (A.K.A.)
- 5Department of Cariology, Institute of Odontology, The Sahlgrenska Academy, University of Gothenburg, 413 90 Gothenburg, Sweden
Related
- Stage-Stratified Explainable Machine Learning Identifies a Reproducible Transcriptomic Classifier with Stage-Dependent Feature Importance in Colorectal Cancer: A Multi-Cohort Study with Saudi Population Contextualisation
- An Explainable Disease-Aware Intelligent Histopathological Representation Learning Framework for Generalizable Breast Cancer Classification
- A hybrid explainable deep learning framework for blood cancer classification using CNN-based feature embeddings and random forest decision models
- Explainable machine learning for breast cancer prediction in resource-constrained settings: A multi-algorithmic framework integrating shap-based transparency with clinical decision support
- Advancing Lumbar Disc Herniation Classification from MRI Using an Efficient and Reproducible Classical Machine Learning Framework
BibTeX
@article{pınar2026reproducible,
title = {{A Reproducible and Explainable Deep Learning Framework for Dermoscopic Image Analysis in Skin Cancer}},
author = {Abdulvahap Pınar and Fatma Hilal Yağın and Cemil Çolak and Burak Yağın and Sarah A. Alzakari and Amal K. Alkhalifa and Abedelmalek Kalefh Tabnjh},
journal = {Journal of clinical medicine},
year = {2026},
month = sep,
url = {https://europepmc.org/article/PMC/PMC13666333},
note = {CC BY},
}
RIS
TY - JOUR
TI - A Reproducible and Explainable Deep Learning Framework for Dermoscopic Image Analysis in Skin Cancer
AU - Abdulvahap Pınar
AU - Fatma Hilal Yağın
AU - Cemil Çolak
AU - Burak Yağın
AU - Sarah A. Alzakari
AU - Amal K. Alkhalifa
AU - Abedelmalek Kalefh Tabnjh
PY - 2026
DA - 2026/09/24
JO - Journal of clinical medicine
UR - https://europepmc.org/article/PMC/PMC13666333
SN - 2077-0383
ER -