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2026	Comparative evaluation of lightweight convolutional neural network and vision transformer models for multi-class brain tumor classification using merged large MRI datasets Chemometrics and Intelligent Laboratory Systems Omneya Attallah, Ishak Pacal
2025	Advanced retinal disease detection from OCT images using a hybrid squeeze and excitation enhanced model PLOS ONE Gülcan Gencer, Kerem Gencer
2025	Advancements in Machine Learning for Brain Tumor Classification and Diagnosis: A Comprehensive Review of Challenges and Future Directions Archives of Computational Methods in Engineering Mohsen Ghorbian, Saeid Ghorbian, Mostafa Ghobaei-Arani
2025	An intelligent brain tumor detection model using lightweight hybrid twin attentive pyramid convolutional network Scientific Reports S. Lincy Jemina, Tamilvizhi Thanarajan
2025	MBTC-Net: Multimodal brain tumor classification from CT and MRI scans using deep neural network with multi-head attention mechanism Medicine in Novel Technology and Devices Satrajit Kar, Pawan Kumar Singh
2025	Multi-scale based Network and Adaptive EfficientnetB7 with ASPP: Analysis of Novel Brain Tumor Segmentation and Classification Current Medical Imaging Formerly Current Medical Imaging Reviews Sheetal Vijay Kulkarni, S. Poornapushpakala
2025	Photodiagnosis with deep learning: A GAN and autoencoder-based approach for diabetic retinopathy detection Photodiagnosis and Photodynamic Therapy Kerem GENCER, Gülcan GENCER, Tuğçe Horozoğlu CERAN, Aynur ER BİLİR, Mustafa DOĞAN
2025	Integrating Deep Learning and MRQy: A Comprehensive Framework for Early Detection and Quality Control of Brain Tumors in MRI Images using Python International Journal of Computational and Experimental Science and Engineering Huda Shujairi, Muhanad Alyasiri, İskender Akkurt
2025	Brain Tumor Classification Using Dynamic Path-Controllable Deep Unfolding Network Optimized Using Duck Swarm Algorithm Biomedical Materials & Devices M. Therasa, A. Padmashree, Juli Amala Rani Jeeva, M. Amutha
2025	Advanced deep learning-based brain tumor classification using a novel customized CNN and optimized residual network PLOS One Mehwish Rasheed, Sajid Iqbal, Arfan Jaffar, Sheeraz Akram
2025	2025 2nd International Conference on Next-Generation Computing, IoT and Machine Learning (NCIM) Md. Farhan Shahriyar, Gazi Tanbhir, Abdullah Md Raihan Chy
2025	MAUNet: a mixed attention U-net with spatial multi-dimensional convolution and contextual feature calibration for 3D brain tumor segmentation in multimodal MRI Frontiers in Neuroscience Wenna Chen, Chuanqi Cai, Xinghua Tan, Rongfu Lv, Jincan Zhang, Ganqin Du
2025	A Review of Simulated Quantum Computing Applications in Neurological Disease Detection and Classification: Methods and Perspectives Archives of Computational Methods in Engineering S. Alden Jenish, S. Keerthana, R. Karthik
2025	2025 IEEE 37th International Conference on Tools with Artificial Intelligence (ICTAI) Mohiuddin Saifullah, Daniel Baldauf, Yuichi Sakumura
2025	A Comparative Analysis of EfficientNetB0 and EfficientNetV2 Variants for Brain Tumor Classification Using MRI Images International Journal of Innovative Engineering Applications Kerem Gencer
2025	2025 3rd International Conference on Sustainable Computing and Data Communication Systems (ICSCDS) Chandana S N, Anil Kumar Ambore, Ranjitha U N
2025	Artificial intelligence with feature fusion empowered enhanced brain stroke detection and classification for disabled persons using biomedical images Scientific Reports Mohammed Alsieni, Khaled H. Alyoubi
2025	Comparative analysis of machine learning techniques on the BraTS dataset for brain tumor classification Frontiers in Oncology Shuping Wang, Min Li