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2025	MSTD: A Multi-Scale Transformer-Based Method to Diagnose Benign and Malignant Lung Nodules IEEE Access Xiaoyu Zhao, Jiao Li, Man Qi, Xuxin Chen, Wei Chen, Yongqun Li, Qi Liu, Jiajia Tang, Zhihai Han, Chunyang Zhang
2025	Grounding DINO-US-SAM: Text-Prompted Multiorgan Segmentation in Ultrasound With LoRA-Tuned Vision–Language Models IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control Hamza Rasaee, Taha Koleilat, Hassan Rivaz
2025	Seizure Detection in Medical IoT: Hybrid CNN-LSTM-GRU Model with Data Balancing and XAI Integration Algorithms Hanaa Torkey, Sonia Hashish, Samia Souissi, Ezz El-Din Hemdan, Amged Sayed
2025	Triple-residual enhanced convolution- and transformer-based hybrid encoder-decoder network for medical image segmentation Neurocomputing Minghan Lin, Ziyang Wang
2025	Harnessing transformer-based attention mechanisms for multi-scale feature fusion in medical image segmentation Applied Intelligence Rabeea Fatma Khan, Mu Sook Lee, Byoung-Dai Lee
2024	Applications of the FusionScratchNet Algorithm Based on Convolutional Neural Networks and Transformer Models in the Detection of Cell Phone Screen Scratches Electronics Zhihong Cao, Kun Liang, Sheng Tang, Cheng Zhang