Ayse Keles

According to our database, Ayse Keles authored at least 6 papers between 2024 and 2026.

Collaborative distances:

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

2026

A systematic review of vision transformer and explainable AI advances in multimodal facial expression recognition.

Ilya Kus, Cemal Kocak, Ayse Keles

Intell. Syst. Appl., 2026

Clinalignnet: A Clinician-Interactive Framework for Faithful and Aligned Explainability in MRI.

Dost Muhammad, Pinar Akdemir Ozisik, Ayse Keles, Iftikhar Ahmad, Malika Bendechache

Proceedings of the 23rd IEEE International Symposium on Biomedical Imaging, 2026

2025

Advances in disease detection through retinal imaging: A systematic review.

Hazrat Bilal, Ayse Keles, Malika Bendechache

Comput. Biol. Medicine, 2025

2024

Towards Explainable Deep Learning in Oncology: Integrating EfficientNet-B7 with XAI techniques for Acute Lymphoblastic Leukaemia.

Dost Muhammad, Ayse Keles, Malika Bendechache

Proceedings of the First Workshop on Explainable Artificial Intelligence for the Medical Domain (EXPLIMED 2024) co-located with 27th European Conference on Artificial Intelligence (ECAI 2024), 2024

Combining DeepLabV3 with Attention Mechanisms for Accurate Brain Tumor Segmentation: Insights from BraTS 2020 and a Private Clinical Dataset.

Ramin Ranjbarzadeh, Ayse Keles, Pinar Akdemir Ozisik, Harun Demirci, Halil Kul, Martin Crane, Shokofeh Anari, Malika Bendechache

Proceedings of the 12th European Workshop on Visual Information Processing, 2024

Secure and Decentralized Collaboration in Oncology: A Blockchain Approach to Tumor Segmentation.

Ramin Ranjbarzadeh, Ayse Keles, Martin Crane, Shokofeh Anari, Malika Bendechache

Proceedings of the 48th IEEE Annual Computers, Software, and Applications Conference, 2024