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20242026
most citedEvaluating the Impact of Different Quantum Kernels on the Classification Performance of Support Vector Machine Algorithm: A Medical Dataset Application

6 citations · 16 across the 6 of their papers we have counts for

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quant-ph2026

A Specialized Importance-Aware Quantum Convolutional Neural Network with Ring-Topology (IA-QCNN) for MGMT Promoter Methylation Prediction in Glioblastoma

Emine Akpinar, Murat Oduncuoglu

GBM is a highly aggressive primary malignancy in adults, necessitating personalized therapeutic strategies due to its inherent molecular heterogeneity. MGMT promoter methylation is…

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…