Journal of Digital Imaging

Title Publication Date Language Citations
The Cancer Imaging Archive (TCIA): Maintaining and Operating a Public Information Repository2013/07/25English2,024
OsiriX: An Open-Source Software for Navigating in Multidimensional DICOM Images2004/06/29English1,264
Deep Learning Techniques for Medical Image Segmentation: Achievements and Challenges2019/05/29English705
Deep Learning for Brain MRI Segmentation: State of the Art and Future Directions2017/06/02English521
Fully Automated Deep Learning System for Bone Age Assessment2017/03/08English235
Thyroid Nodule Classification in Ultrasound Images by Fine-Tuning Deep Convolutional Neural Network2017/07/10English218
Information Entropy Measure for Evaluation of Image Quality2007/06/19English196
SimpleITK Image-Analysis Notebooks: a Collaborative Environment for Education and Reproducible Research2017/11/27English182
Test–Retest Reproducibility Analysis of Lung CT Image Features2014/07/03English176
Texture Feature Analysis for Computer-Aided Diagnosis on Pulmonary Nodules2014/08/13English151
Sharpness-Aware Low-Dose CT Denoising Using Conditional Generative Adversarial Network2018/02/20English141
Breast Cancer Classification from Histopathological Images with Inception Recurrent Residual Convolutional Neural Network2019/02/12English138
Transfer Learning with Convolutional Neural Networks for Classification of Abdominal Ultrasound Images2016/11/28English137
Applying Modern Virtual and Augmented Reality Technologies to Medical Images and Models2018/09/13English136
Content-Based Image Retrieval in Radiology: Current Status and Future Directions2010/04/08English135
Deep Multi-Scale 3D Convolutional Neural Network (CNN) for MRI Gliomas Brain Tumor Classification2020/05/21English128
Predicting Deletion of Chromosomal Arms 1p/19q in Low-Grade Gliomas from MR Images Using Machine Intelligence2017/06/09English123
Pixel-Level Deep Segmentation: Artificial Intelligence Quantifies Muscle on Computed Tomography for Body Morphometric Analysis2017/06/26English114
Conventional Machine Learning and Deep Learning Approach for Multi-Classification of Breast Cancer Histopathology Images—a Comparative Insight2020/01/03English112
Measurement of Signal-to-Noise and Contrast-to-Noise in the fBIRN Multicenter Imaging Study2006/03/10English110
A Combination of Shape and Texture Features for Classification of Pulmonary Nodules in Lung CT Images2016/01/06English109
Impact of Voxel Size Variation on CBCT-Based Diagnostic Outcome in Dentistry: a Systematic Review2012/12/20English109
Methods on Skull Stripping of MRI Head Scan Images—a Review2015/12/01English108
Residual Deep Convolutional Neural Network Predicts MGMT Methylation Status2017/08/07English108
Segmentation, Feature Extraction, and Multiclass Brain Tumor Classification2013/05/04English102
Medical Image File Formats2013/12/13English100
Application of Super-Resolution Convolutional Neural Network for Enhancing Image Resolution in Chest CT2017/10/18English98
Content-Based Medical Image Retrieval: A Survey of Applications to Multidimensional and Multimodality Data2013/07/12English94
Full-Dose PET Image Estimation from Low-Dose PET Image Using Deep Learning: a Pilot Study2018/11/06English93
Medical Image Data and Datasets in the Era of Machine Learning—Whitepaper from the 2016 C-MIMI Meeting Dataset Session2017/05/17English92