Computational and Mathematical Methods in Medicine

Advanced Medical Image Analysis


Publishing date
11 Apr 2014
Status
Published
Submission deadline
22 Nov 2013

Lead Editor

1Department of Radiology, Shanghai East Hospital, 150 Jimo Road, Tongji University, Shanghai 200120, China

2Department of Radiology, University of Pennsylvania, Philadelphia, PA 19104, USA


Advanced Medical Image Analysis

Description

Medical image analysis centers on analyzing medical images to provide better health care and facilitate medical research, with special emphasis on efforts related to the applications of signal and image processing, computer vision, machine learning, and statistical analysis. Medical image analysis is critical to the advance of imaging-based medical research such as using magnetic resonance imaging to investigate brain anatomical and structural changes related to a disease process.

The main focus of this special issue will be emerging medical image analysis technologies and their application. We particularly take an interest in papers that focus on these topics: (1) detecting imaging-derived biomarkers for diagnosis and prognosis and (2) network analysis methods to model interactions among different components in disease processes, including brain structural and functional network analysis. Potential topics include, but are not limited to:

  • Imaging biomarker detection
  • Machine learning methods for imaging-based clinical decision support system
  • Graph theoretical-based analysis methods
  • Advanced medical image segmentation and registration
  • Automatic and semiautomatic image analysis pipelines
  • Information integration methods to process multimodality images
  • Scalable algorithms to process massive image datasets
  • Spatial and temporal modeling for medical image data

Before submission authors should carefully read over the journal’s Author Guidelines, which are located at http://www.hindawi.com/journals/cmmm/guidelines/. Prospective authors should submit an electronic copy of their complete manuscript through the journal Manuscript Tracking System at http://mts.hindawi.com/submit/journals/cmmm/mia/ according to the following timetable:


Articles

  • Special Issue
  • - Volume 2014
  • - Article ID 975372
  • - Editorial

Advanced Medical Image Analysis

Rong Chen | Zhongqiu Wang | Yuanjie Zheng
  • Special Issue
  • - Volume 2014
  • - Article ID 812785
  • - Research Article

Background-Suppressed MR Venography of the Brain Using Magnitude Data: A High-Pass Filtering Approach

Zhaoyang Jin | Ling Xia | ... | Yiping P. Du
  • Special Issue
  • - Volume 2014
  • - Article ID 842037
  • - Review Article

Screening for Cervical Cancer Using Automated Analysis of PAP-Smears

Ewert Bengtsson | Patrik Malm
  • Special Issue
  • - Volume 2014
  • - Article ID 120182
  • - Research Article

Tract-Based Bayesian Multivariate Analysis of Mild Traumatic Brain Injury

Yongkang Liu | Tianyao Wang | ... | Rong Chen
  • Special Issue
  • - Volume 2014
  • - Article ID 747549
  • - Research Article

A New Multistage Medical Segmentation Method Based on Superpixel and Fuzzy Clustering

Shiyong Ji | Benzheng Wei | ... | Yilong Yin
  • Special Issue
  • - Volume 2014
  • - Article ID 973972
  • - Research Article

Enhancing the Detection of BOLD Signal in fMRI by Reducing the Partial Volume Effect

Yiping P. Du | Renxin Chu | Jason R. Tregellas
  • Special Issue
  • - Volume 2014
  • - Article ID 579652
  • - Research Article

Independent Component Analysis of Instantaneous Power-Based fMRI

Yuan Zhong | Gang Zheng | ... | Guangming Lu
  • Special Issue
  • - Volume 2014
  • - Article ID 938350
  • - Research Article

Deep Learning Based Syndrome Diagnosis of Chronic Gastritis

Guo-Ping Liu | Jian-Jun Yan | ... | Peng Qian
  • Special Issue
  • - Volume 2014
  • - Article ID 536308
  • - Research Article

Cirrhosis Classification Based on Texture Classification of Random Features

Hui Liu | Ying Shao | ... | Tianshuang Qiu
  • Special Issue
  • - Volume 2014
  • - Article ID 726712
  • - Research Article

A Novel Blind Separation Method in Magnetic Resonance Images

Jianbin Gao | Qi Xia | ... | Yunfeng Fan
Computational and Mathematical Methods in Medicine
 Journal metrics
Acceptance rate32%
Submission to final decision46 days
Acceptance to publication39 days
CiteScore3.400
Impact Factor1.770
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