The Journal of Digital Imaging (JDI) is the official peer-reviewed journal of the Society for Imaging Informatics in Medicine (SIIM). JDI’s goal is to enhance the exchange of knowledge encompassed by the general topic of Imaging Informatics in Medicine such as research and practice in clinical, engineering, and information technologies and techniques in all medical imaging environments. JDI topics are of interest to researchers, developers, educators, physicians, and imaging informatics professionals.Suggested TopicsPACS and component systems; imaging informatics for the enterprise; image-enabled electronic medical records; RIS and HIS; digital image acquisition; image processing; image data compression; 3D, visualization, and multimedia; speech recognition; computer-aided diagnosis; facilities design; imaging vocabularies and ontologies; Transforming the Radiological Interpretation Process (TRIP™); DICOM and other standards; workflow and process modeling and simulation; quality assurance; archive integrity and security; teleradiology; digital mammography; and radiological informatics education.
《数字成像杂志》(JDI)是医学成像信息学学会(SIIM)的官方同行评审期刊。JDI的目标是加强医学成像信息学的一般主题所包含的知识交流,如所有医学成像环境中的临床、工程和信息技术和技术的研究和实践。JDI主题是研究人员、开发人员、教育工作者、医生和成像信息学专业人员感兴趣的主题。企业的图像信息学;启用图像的电子医疗记录; RIS和HIS;数字图像获取;图像处理;图像数据压缩; 3D、可视化和多媒体;语音识别;计算机辅助诊断;设施设计;成像词汇表和本体;转变放射学判读过程(TRIP™); DICOM等标准;工作流和过程建模和仿真;品质保证;档案完整性和安全性;远程放射学;数字乳腺X线摄影;和放射信息学教育。
Deep Learning Techniques for Medical Image Segmentation: Achievements and Challenges
来源期刊:Journal of Digital ImagingDOI:10.1007/s10278-019-00227-x
Melanoma Skin Cancer Detection Method Based on Adaptive Principal Curvature, Colour Normalisation and Feature Extraction with the ABCD Rule
来源期刊:Journal of Digital ImagingDOI:10.1007/s10278-019-00316-x
Automatic Catheter and Tube Detection in Pediatric X-ray Images Using a Scale-Recurrent Network and Synthetic Data
来源期刊:Journal of Digital ImagingDOI:10.1007/s10278-019-00201-7
Deep Learning for Detection of Complete Anterior Cruciate Ligament Tear
来源期刊:Journal of Digital ImagingDOI:10.1007/s10278-019-00193-4
The Classification of Renal Cancer in 3-Phase CT Images Using a Deep Learning Method
来源期刊:Journal of Digital ImagingDOI:10.1007/s10278-019-00230-2
Reduction of False-Positive Markings on Mammograms: a Retrospective Comparison Study Using an Artificial Intelligence-Based CAD
来源期刊:Journal of Digital ImagingDOI:10.1007/s10278-018-0168-6
Improved Cancer Detection Using Artificial Intelligence: a Retrospective Evaluation of Missed Cancers on Mammography
来源期刊:Journal of Digital ImagingDOI:10.1007/s10278-019-00192-5
Could Blockchain Technology Empower Patients, Improve Education, and Boost Research in Radiology Departments? An Open Question for Future Applications
来源期刊:Journal of Digital ImagingDOI:10.1007/s10278-019-00246-8
Eye Tracking for Deep Learning Segmentation Using Convolutional Neural Networks
来源期刊:Journal of Digital ImagingDOI:10.1007/s10278-019-00220-4
Performance of a Deep Neural Network Algorithm Based on a Small Medical Image Dataset: Incremental Impact of 3D-to-2D Reformation Combined with Novel Data Augmentation, Photometric Conversion, or Transfer Learning
来源期刊:Journal of Digital ImagingDOI:10.1007/s10278-019-00267-3
Computer-Aided Diagnosis (CAD) of Pulmonary Nodule of Thoracic CT Image Using Transfer Learning
来源期刊:Journal of Digital ImagingDOI:10.1007/s10278-019-00204-4
Generate Structured Radiology Report from CT Images Using Image Annotation Techniques: Preliminary Results with Liver CT
来源期刊:Journal of Digital ImagingDOI:10.1007/s10278-019-00298-w
Image Annotation by Eye Tracking: Accuracy and Precision of Centerlines of Obstructed Small-Bowel Segments Placed Using Eye Trackers
来源期刊:Journal of Digital ImagingDOI:10.1007/s10278-018-0169-5
Determining Follow-Up Imaging Study Using Radiology Reports
来源期刊:Journal of Digital ImagingDOI:10.1007/s10278-019-00260-w
Model Image-Based Metal Artifact Reduction for Computed Tomography
来源期刊:Journal of Digital ImagingDOI:10.1007/s10278-019-00210-6
Correction to: Toward Automatic Detection of Radiation-Induced Cerebral Microbleeds Using a 3D Deep Residual Network
来源期刊:Journal of Digital ImagingDOI:10.1007/s10278-018-0166-8
Variabilities in Reference Standard by Radiologists and Performance Assessment in Detection of Pulmonary Embolism in CT Pulmonary Angiography
来源期刊:Journal of Digital ImagingDOI:10.1007/s10278-019-00228-w
A Holistically-Nested U-Net: Surgical Instrument Segmentation Based on Convolutional Neural Network
来源期刊:Journal of Digital ImagingDOI:10.1007/s10278-019-00277-1
Lens Identification to Prevent Radiation-Induced Cataracts Using Convolutional Neural Networks
来源期刊:Journal of Digital ImagingDOI:10.1007/s10278-019-00242-y
Investigation of Low-Dose CT Lung Cancer Screening Scan “Over-Range” Issue Using Machine Learning Methods
来源期刊:Journal of Digital ImagingDOI:10.1007/s10278-019-00233-z
Lexicomp App Review
来源期刊:Journal of Digital ImagingDOI:10.1007/s10278-019-00219-x
Interoperability and Considerations for Standards-Based Exchange of Medical Images: HIMSS-SIIM Collaborative White Paper
来源期刊:Journal of Digital ImagingDOI:10.1007/s10278-019-00294-0
Fundamentals of Enterprise Photodocumentation: Connecting the Clinical and Technical—a Review of Key Concepts
来源期刊:Journal of Digital ImagingDOI:10.1007/s10278-019-00212-4
SIIM Announces New Awards!
来源期刊:Journal of Digital ImagingDOI:10.1007/s10278-019-00285-1
Parallel Architecture of Fully Convolved Neural Network for Retinal Vessel Segmentation
来源期刊:Journal of Digital ImagingDOI:10.1007/s10278-019-00250-y
Correction to: Collaborative and Reproducible Research: Goals, Challenges, and Strategies
来源期刊:Journal of Digital ImagingDOI:10.1007/s10278-018-0164-x
Towards an Information Infrastructure for Medical Image Sharing
来源期刊:Journal of Digital ImagingDOI:10.1007/s10278-019-00243-x
Musculoskeletal Radiology Reports: Overlooked or Valuable?
来源期刊:Journal of Digital ImagingDOI:10.1007/s10278-019-00286-0
AI Is Bringing USB Back: Implementing a Beta Chest X-ray Neural Network
来源期刊:Journal of Digital ImagingDOI:10.1007/s10278-019-00247-7
Imaging Informatics Fellowship Curriculum: a Survey to Identify Core Topics and Potential Inter-Program Areas of Collaboration
来源期刊:Journal of Digital ImagingDOI:10.1007/s10278-019-00292-2
Toward Data-Driven Learning Healthcare Systems in Interventional Radiology: Implementation to Evaluate Venous Stent Patency
来源期刊:Journal of Digital ImagingDOI:10.1007/s10278-019-00280-6