Cheng Yang, GuanMing Lu, Vol. 16, No. 1, January 31, 2022
10.3837/tiis.2022.01.004

• Semantic segmentation
• skin lesion segmentation
• Deep Learning
• Convolutional Neural Network (CNN)
• atrous spatial pyramid pooling.

Xibin Jia, Chen Qian, Zhenghan Yang, Hui Xu, Xianjun Han, Hao Ren, Xinru Wu, Boyang Ma, Dawei Yang, Hong Min, Vol. 16, No. 1, January 31, 2022
10.3837/tiis.2022.01.002

• Segmentation model
• liver segment
• Attention Mechanism
• boundary-aware

Jieren Cheng, Jingxin Liu, Xinbin Xu, Dongwan Xia, Le Liu, Victor S. Sheng, Vol. 15, No. 6, June 30, 2021
10.3837/tiis.2021.06.004

• Chinese word segmentation
• Deep Learning
• Machine Learning
• Model framework
• named entity recognition

Wei Xiong, Xiuhong Jia, Dichun Yang, Meihui Ai, Lirong Li, Song Wang, Vol. 15, No. 5, May 31, 2021
10.3837/tiis.2021.05.011

• Degraded document image binarization
• Semantic segmentation
• DP-LinkNet
• encoder-decoder architecture
• hybrid dilated convolution (HDC)
• spatial pyramid pooling (SPP)

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