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2026	Toward Clinically Dependable AI for Brain Tumors: A Unified Diagnostic–Prognostic Framework and Triadic Evaluation Model BioMedInformatics Mohammed A. Atiea, Mona Gafar, Shahenda Sarhan, Abdullah M. Shaheen
2026	A Robust ConvNeXt-Based Framework for Efficient, Generalizable, and Explainable Brain Tumor Classification on MRI Bioengineering Kirti Pant, Pijush Kanti Dutta Pramanik, Zhongming Zhao
2026	A novel pruning-enhanced hybrid approach for efficient and accurate brain tumor diagnosis Biomedical Signal Processing and Control Yahya Dogan
2026	BRAIN-META: A reproducible CNN–vision transformer meta-ensemble pipeline for explainable brain tumor classification MethodsX Komal Kumar Napa, Sangeetha Murugan, J.Senthil Murugan, A. Jayanthi
2025	Enhanced glioma tumor detection and segmentation using modified deep learning with edge fusion and frequency features Scientific Reports K. Pugazharasi, K. Sakthivel
2025	Challenges and Advances in Classifying Brain Tumors: An Overview of Machine, Deep Learning, and Hybrid Approaches with Future Perspectives in Medical Imaging Current Medical Imaging Formerly Current Medical Imaging Reviews Faisal Alshomrani
2025	MLG: a mixed local and global model for brain tumor classification Frontiers in Neuroscience Wenna Chen, Xinghua Tan, Jincan Zhang, Ganqin Du, Qizhi Fu, Hongwei Jiang
2025	2025 International Conference on Sustainable Communication Networks and Application (ICSCN) Pushparaj.E, Subashini.N.J, Arun.A
2025	Performance Analysis of Water Extraction Indices with Geospatial and Statistical Techniques Using Google Earth Engine Platform: A Case Study of Ramsar Wetlands in Türkiye Journal of the Indian Society of Remote Sensing Münevver Gizem Gümüş
2025	Advanced Brain Tumor MR Image Classification Using a Combination Undecimated Wavelet Transform, EfficientNet-B0 and PCA via Multi-SVM Analysis Iranian Journal of Science and Technology, Transactions of Electrical Engineering Oussama Abda, Hilal Naimi
2025	Trans-UNet Network for Predicting Bathymetry in South China Sea From Gravity and Geological Data IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing Shuai Zhou, Binbin Liao, Fengshun Zhu, Yang Li, Jinbo Li, Jinyun Guo, Heping Sun
2025	结合Transformer的多级特征融合方法应用于脑肿瘤诊断 Laser & Optoelectronics Progress 白洋 Bai Yang, 魏德健 Wei Dejian, 方博儒 Fang Boru, 姜良 Jiang Liang, 曹慧 Cao Hui
2025	Sparse transformer and multipath decision tree: a novel approach for efficient brain tumor classification Scientific Reports Pengcheng Li, Yuqi Jin, Monan Wang, Fengjie Liu
2025	EnSLDe: an enhanced short-range and long-range dependent system for brain tumor classification Frontiers in Oncology Wenna Chen, Junqiang Liu, Xinghua Tan, Jincan Zhang, Ganqin Du, Qizhi Fu, Hongwei Jiang
2025	A systematic literature review on advances in brain tumor detection using deep learning and explainable AI methods Network Modeling Analysis in Health Informatics and Bioinformatics Sara Tehsin, Inzamam Mashood Nasir, Robertas Damaševičius
2025	Advancing brain tumor MRI classification using SwRD: A parallel swin transformer-ResNet approach Virtual Reality & Intelligent Hardware Shakif AHMED, Dhruba Jyoti SHIL, Tanvir Ahmed SOURO, Sakib Al MAHMOOD, Ferdous Irtiaz KHAN
2025	Unveiling the capabilities of vision transformers in sperm morphology analysis: a comparative evaluation PeerJ Computer Science Abdulsamet Aktas, Gorkem Serbes, Hamza Osman Ilhan
2025	Explainable AI and vision transformers for detection and classification of brain tumor: a comprehensive survey Artificial Intelligence Review Khalid M. Hosny, Mahmoud A. Mohammed
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