Dena Zhu, Zhe Yang, Mingjin Wang, Lei Zhang, Kang Li, Feiniu Yuan, Vol. 19, No. 11, November 30, 2025
10.3837/tiis.2025.11.013

• CNN
• Edge enhancement
• Interactive attention
• Smoke segmentation
• Transformer

Lu Bing, Wei Wang, Vol. 19, No. 9, September 30, 2025
10.3837/tiis.2025.09.006

• Left atrial segmentation
• Depthwise separable
• Multi-scale dilated convolution
• Attention Mechanism
• Loss Function

Linjie Zhou, Likun Hu, Lu Ding, Vol. 19, No. 7, July 31, 2025
10.3837/tiis.2025.07.009

• Defect segmentation
• Cross attention
• Transformer
• Convolutional Neural Network
• Hybrid structures

Yansen Huang, Lujie Li, Linna Zhang, Fei Gan, Yigang Cen, Yuanming Liu, Vol. 19, No. 5, May 31, 2025
10.3837/tiis.2025.05.013

• geometric features
• random sampling
• rotation invariance
• Semantic segmentation
• three-dimensional point cloud

Mika Anttonen, Dongwann Kang, Vol. 19, No. 4, April 30, 2025
10.3837/tiis.2025.04.008

• Hounsfield Unit-Based ROI Selection
• Medical Image Annotation
• Medical image segmentation
• Virtual reality
• Volumetric Model Visualization

Xibin Jia, Chuanxu Yang, Yifan Yang, Chen Qian, Luo Wang, Zhenghan Yang, Hui Xu, Xianjun Han, Hao Ren, Xinru Wu, Boyang Ma, Dawei Yang, Vol. 19, No. 3, March 31, 2025
10.3837/tiis.2025.03.012

• Medical and Biological Imaging
• Multiple MRI Sequences Fusion
• Focal Lesion Segmentation
• Dual Attention

Hao Xue, Haza Nuzly Bin Abdull Hamed, Babangida Isyaku, Su Qichen, Dai Xin, Vol. 18, No. 11, November 30, 2024
10.3837/tiis.2024.11.009

• Atherosclerotic plaques
• Optical coherence tomography
• Detection
• segmentation
• Classification

Li Liu, Yuqi Kong, Vol. 18, No. 9, September 30, 2024
10.3837/tiis.2024.09.002

• Deep Learning
• instance segmentation
• Attention Mechanism
• Adaptive loss function

Abdul Raheem, Zhen Yang, Haiyang Yu, Muhammad Yaqub, Fahad Sabah, Shahzad Ahmed, Malik Abdul Manan, Imran Shabir Chuhan, Vol. 18, No. 9, September 30, 2024
10.3837/tiis.2024.09.007

• Brain Tumors
• Improved Convolutional Neural Network
• segmentation
• privacy-preserving
• BRATS
• Figshare
• Generative Adversarial Network

Huanlong Zhang, Weiqiang Fu, Bin Zhou, Keyan Zhou, Xiangbo Yang, Shanfeng Liu, Vol. 18, No. 9, September 30, 2024
10.3837/tiis.2024.09.008

• Object Segmentation and Tracking
• Siamese Network
• Mask Propagation
• Mask evaluation
• Attention Mechanism.