3 papers
cs.LG2026
Quantum Model Parallelism for MRI-Based Classification of Alzheimer's Disease Stages
Emine Akpinar, Murat Oduncuoglu
With increasing life expectancy, AD has become a major global health concern. While classical AI-based methods have been developed for early diagnosis and stage classification of A…
quant-ph2025
Comparative Analysis of QNN Architectures for Wind Power Prediction: Feature Maps and Ansatz Configurations
Batuhan Hangun, Emine Akpinar, Oguz Altun +1
Quantum Machine Learning (QML) is an emerging field at the intersection of quantum computing and machine learning, aiming to enhance classical machine learning methods by leveragin…
cs.LG2025
Quantum-Enhanced Classification of Brain Tumors Using DNA Microarray Gene Expression Profiles
Emine Akpinar, Batuhan Hangun, Murat Oduncuoglu +3
DNA microarray technology enables the simultaneous measurement of expression levels of thousands of genes, thereby facilitating the understanding of the molecular mechanisms underl…