In this issue, vol. 27, issue 1, January 2023, 12 papers are published related to the Special Issue on Large-Scale Medical Image and Video Analytics for Clinical Decision Support.
A Benchmark Dataset of Endoscopic Images and Novel Deep Learning Method to Detect Intestinal Metaplasia and Gastritis Atrophy
Yang, Jie; Ou, Yan; Chen, Qian; Sun, Wenjian; Luo, Yang; Liao, Juan; Luo, Chunbo
Multi-learner Based Deep Meta-learning for Few-shot Medical Image Classification
Jiang, Hongyang; Gao, Mengdi; Li, Heng; Jin, Richu; Miao, Hanpei; Liu, Jiang
Automatic Representative Frame Selection and Intrathoracic Lymph Node Diagnosis With Endobronchial Ultrasound Elastography Videos
Xu, Mingxing; Chen, Junxiang; Li, Jin; Zhi, Xinxin; Dai, Wenrui; Sun, Jiayuan; Xiong, Hongkai
Segmentation of Bruch’s Membrane in Retinal OCT With AMD Using Anatomical Priors and Uncertainty Quantification
Fazekas, Botond; Lachinov, Dmitrii; Aresta, Guilherme; Mai, Julia; Schmidt-Erfurth, Ursula; Bogunovic, Hrvoje
A Sub-pixel Accurate Quantification of Joint Space Narrowing Progression in Rheumatoid Arthritis
Ou, Yafei; Ambalathankandy, Prasoon; Furuya, Ryunosuke; Kawada, Seiya; Zeng, Tianyu; An, Yujie; Kamishima, Tamotsu; Tamura, Kenichi; Ikebe, Masayuki
Grading of HCC Biopsy Images using Nucleus and Texture Features
Chakraborty, Goutam; Wang, Weilun; Chakraborty, Basabi; Tai, Shao-Kuo; Lo, Yi-Shun
A 3D Cross-Modality Feature Interaction Network with Volumetric Feature Alignment for Brain Tumor and Tissue Segmentation
Zhuang, Yuzhou; Liu, Hong; Song, Enmin; Hung, Chih-Cheng
BMAnet: Boundary Mining with Adversarial Learning for Semi-Supervised 2D Myocardial Infarction Segmentation
Xu, Chenchu; Wang, Yifei; Zhang, Dong; Han, Longfei; Zhang, Yanping; Chen, Jie; Li, Shuo
Semi-Supervised Pixel Contrastive Learning Framework for Tissue Segmentation in Histopathological Image
Shi, Jiangbo; Gong, Tieliang; Wang, Chunbao; Li, Chen
Semi-Supervised Adversarial Learning for Improving the Diagnosis of Pulmonary Nodules
Fu, Yu; Xue, Peng; Xiao, Taohui; Zhang, Zhili; Zhang, Youren; Dong, Enqing
Identifying Bacteria Species on Microscopic Polyculture Images Using Deep Learning
Borowa, Adriana; Rymarczyk, Dawid; OchoDska, Dorota; Sroka, Agnieszka; Brzychczy-WBoch, Monika; ZeliDski, Bartosz
Deep Manifold Harmonic Network With Dual Attention for Brain Disorder Classification
Sheng, Xiaoqi; Chen, Jiazhou; Liu, Yong; Hu, Bin; Cai, Hongmin