Radiomics: the process and the challenges

Article Properties
  • Language
    English
  • DOI (url)
    10.1016/j.mri.2012.06.010
  • Publication Date
    2012/11/01
  • Journal
    Magnetic Resonance Imaging
  • Indian UGC (journal)
  • Refrences
    97
  • Citations
    1,320
  • Virendra Kumar
  • Yuhua Gu
  • Satrajit Basu
  • Anders Berglund
  • Steven A. Eschrich
  • Matthew B. Schabath
  • Kenneth Forster
  • Hugo J.W.L. Aerts
  • Andre Dekker
  • David Fenstermacher
  • Dmitry B. Goldgof
  • Lawrence O. Hall
  • Philippe Lambin
  • Yoganand Balagurunathan
  • Robert A. Gatenby
  • Robert J. Gillies
Journal Categories
Medicine
Medicine (General)
Medicine
Medicine (General)
Medical physics
Medical radiology
Nuclear medicine
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Refrences
Title Journal Journal Categories Citations Publication Date
Radiomics: Extracting more information from medical images using advanced feature analysis European Journal of Cancer
  • Medicine: Internal medicine: Neoplasms. Tumors. Oncology. Including cancer and carcinogens
  • Medicine: Internal medicine: Neoplasms. Tumors. Oncology. Including cancer and carcinogens
  • Medicine: Medicine (General)
 3,118 2012
Image Data Sharing for Biomedical Research—Meeting HIPAA Requirements for De-identification Journal of Digital Imaging
  • Medicine: Medicine (General): Medical physics. Medical radiology. Nuclear medicine
  • Medicine: Medicine (General): Medical physics. Medical radiology. Nuclear medicine
  • Medicine: Medicine (General)
 50 2012
Segmentation of the central-chest lymph nodes in 3D MDCT images Computers in Biology and Medicine
  • Science: Biology (General)
  • Science: Mathematics: Instruments and machines: Electronic computers. Computer science
  • Medicine: Medicine (General): Medical technology
  • Medicine: Medicine (General): Computer applications to medicine. Medical informatics
  • Science: Biology (General)
  • Science: Mathematics: Instruments and machines: Electronic computers. Computer science
 10 2011
The Lung Image Database Consortium (LIDC) and Image Database Resource Initiative (IDRI): A Completed Reference Database of Lung Nodules on CT Scans

 Medical Physics
  • Medicine: Medicine (General): Medical physics. Medical radiology. Nuclear medicine
  • Medicine: Medicine (General): Medical physics. Medical radiology. Nuclear medicine
  • Medicine: Medicine (General)
  • Medicine: Medicine (General)
 1,022 2011
Mapping LIDC, RadLex™, and Lung Nodule Image Features Journal of Digital Imaging
  • Medicine: Medicine (General): Medical physics. Medical radiology. Nuclear medicine
  • Medicine: Medicine (General): Medical physics. Medical radiology. Nuclear medicine
  • Medicine: Medicine (General)
 16 2011
Refrences Analysis
Category Category Repetition
Medicine: Medicine (General): Medical physics. Medical radiology. Nuclear medicine22
Science: Mathematics: Instruments and machines: Electronic computers. Computer science22
Medicine: Medicine (General)20
Science: Biology (General)14
Technology: Electrical engineering. Electronics. Nuclear engineering: Electric apparatus and materials. Electric circuits. Electric networks13
Technology: Electrical engineering. Electronics. Nuclear engineering: Electronics13
Technology: Engineering (General). Civil engineering (General)12
Science: Chemistry: Organic chemistry: Biochemistry8
Medicine: Medicine (General): Medical technology8
Technology: Mechanical engineering and machinery7
Technology: Chemical technology: Biotechnology4
Science: Physics4
Technology: Photography4
Science: Mathematics4
Medicine: Medicine (General): Computer applications to medicine. Medical informatics4
Medicine: Internal medicine: Neoplasms. Tumors. Oncology. Including cancer and carcinogens3
Science: Mathematics: Probabilities. Mathematical statistics3
Science: Biology (General): Genetics2
Science: Physics: Optics. Light2
Science: Geology2
Science: Microbiology1
Science: Science (General)1
Science: Chemistry: Analytical chemistry1
Technology: Engineering (General). Civil engineering (General): Applied optics. Photonics1
Technology: Chemical technology1
Technology: Electrical engineering. Electronics. Nuclear engineering: Materials of engineering and construction. Mechanics of materials1
Science: Natural history (General): Microscopy1
Technology: Technology (General): Industrial engineering. Management engineering1
Geography. Anthropology. Recreation: Geography (General)1
Science: Biology (General): Cytology1
The category Medicine: Medicine (General): Medical physics. Medical radiology. Nuclear medicine 22 is the most frequently represented among the references in this article. It primarily includes studies from Pattern Recognition and IEEE Transactions on Medical Imaging. The chart below illustrates the number of referenced publications per year.
Refrences used by this article by year