JBHI presents
Imaging Informatics
Featured Articles
Posted on 3 JUN 2021
In this issue vol. 25, issue 6, June 2021, 12 papers are published related to the topic Imaging Informatics. Please click here to view them, with links in IEEE XPLORE.
- Lung Respiratory Motion Estimation Based on Fast Kalman Filtering and 4D CT Image Registration
Xue, Peng; Fu, Yu; Ji, Huizhong; Cui, Wentao; Dong, Enqing - DBAN: Adversarial Network with Multi-Scale Features for Cardiac MRI Segmentation
Yang, Xinyu; Zhang, Yuan; Lo, Benny; Wu, Dongrui; Liao, Hongen; Zhang, Yuanting - A Comprehensive Study on Colorectal Polyp Segmentation with ResUNet++, Conditional Random Field and Test-Time Augmentation
Jha, Debesh ; Smedsrud, Pia; Johansen, Dag; Lange, Thomas ; Johansen, Havard; Halvorsen, Pål; Riegler, Michael - Deep Feature Representations for Variable-sized Regions of Interest in Breast Histopathology
Mercan, Caner; Aygunes, Bulut; Aksoy, Selim; Mercan, Ezgi; Shapiro, Linda; Weaver, Donald; Elmore, Joann - Multi-parametric Fusion of 3D Power Doppler Ultrasound for Fetal Kidney Segmentation using Fully Convolutional Neural Networks
Weerasinghe, Nipuna; Lovell, Nigel; Welsh, Alec; Stevenson, Gordon - Using BI-RADS Stratifications as Auxiliary Information for Breast Masses Classification in Ultrasound Images
Xing, Jie; chen, chao; Lu, Qinyang; Cai, Xun; Yu, Aijun; Xu, Yi; Xia, Xiaoling; Sun, Yue; Xiao, Jing; Huang, Lingyun - Accurate Retinal Vessel Segmentation in Color Fundus images via Fully Attention-based Networks
Li, Kaiqi; Qi, Xingqun; Luo, Yiwen; Yao, Zeyi; Zhou, Xiaoguang; Sun, Muyi - Longitudinal Pooling & Consistency Regularization to Model Disease Progression from MRIs
Ouyang, Jiahong; Zhao, Qingyu; Sullivan, Edith; Pfefferbaum, Adolf; Taper, Susan; Adeli, Ehsan; Pohl, Kilian M. - Deep Learning-based End-to-end Diagnosis System for Avascular Necrosis of Femoral Head
Li, Yang; Li, Yan; Tian, Hua - Healthy Aging Within an Image: Using Muscle Radiodensitometry and Lifestyle Factors to Predict Diabetes and Hypertension
Recenti, Marco; Ricciardi, Carlo; Edmunds, Kyle; Gíslason, Magnús; Sigurdsson, Sigurdur; Carraro, Ugo; Gargiulo, Paolo - User-Intended Doppler Measurement Type Prediction Combining CNNs With Smart Post-Processing
Gilbert, Andrew; Holden, Marit; Eikvil, Line; Rakhmail, Mariia; Babi, Aleksandar; Aase, Svein Arne; Samset, Eigil; McLeod, Kristin - Deep multi-instance learning using multi-modal data for diagnosis of lymphocytosis
Sahasrabudhe, Mihir; Sujobert, Pierre; Zacharaki, Evangelia; Maurin, Eugénie; Grange, Béatrice; Jallades, Laurent; Paragios, Nikos; Vakalopoulou, Maria