Emine Akpinar

According to our database, Emine Akpinar authored at least 8 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

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

Emine Akpinar, Murat Oduncuoglu

CoRR, April, 2026

Quantum Model Parallelism for MRI-Based Classification of Alzheimer's Disease Stages.

Emine Akpinar, Murat Oduncuoglu

CoRR, February, 2026

2025

Multi-classification of brain tumors using proposed hybrid quantum-classical integrated neural network (HQCINN) models: shallow and deep circuit approaches.

Emine Akpinar, Sardar M. N. Islam, Murat Oduncuoglu

Neural Comput. Appl., September, 2025

Comparative Analysis of QNN Architectures for Wind Power Prediction: Feature Maps and Ansatz Configurations.

Batuhan Hangün, Emine Akpinar, Oguz Altun, Önder Eyecioglu

Proceedings of the IEEE Computer Society Annual Symposium on VLSI, 2025

Quantum-Enhanced Classification of Brain Tumors Using DNA Microarray Gene Expression Profiles.

Emine Akpinar, Batuhan Hangün, Murat Oduncuoglu, Oguz Altun, Önder Eyecioglu, Zeynel Yalcin

Proceedings of the IEEE Computer Society Annual Symposium on VLSI, 2025

2024

Evaluating the Impact of Different Quantum Kernels on the Classification Performance of Support Vector Machine Algorithm: A Medical Dataset Application.

Emine Akpinar, Sardar M. N. Islam, Murat Oduncuoglu

CoRR, 2024

Quantum Machine Learning in the Cognitive Domain: Alzheimer's Disease Study.

Emine Akpinar

Proceedings of the IEEE High Performance Extreme Computing Conference, 2024

2022

The Role of Quantum-enhanced Support Vector Machine using Multiparametric MRI Parameters in Differentiating Medulloblastoma from Ependymoma.

Emine Akpinar, Nguyen Minh Duc, Bilgin Keserci

Proceedings of the IEEE International Conference on Quantum Computing and Engineering, 2022