Markus B Huber

Summary

Affiliation: University of Rochester
Country: USA

Publications

  1. doi request reprint Texture feature ranking with relevance learning to classify interstitial lung disease patterns
    Markus B Huber
    Departments of Imaging Sciences and Biomedical Engineering, University of Rochester, NY, United States
    Artif Intell Med 56:91-7. 2012
  2. pmc Computer-aided diagnosis for phase-contrast X-ray computed tomography: quantitative characterization of human patellar cartilage with high-dimensional geometric features
    Mahesh B Nagarajan
    Department of Biomedical Engineering, University of Rochester, 430 Elmwood Ave, Rochester, NY, 14627, USA
    J Digit Imaging 27:98-107. 2014
  3. pmc Classification of small lesions on dynamic breast MRI: Integrating dimension reduction and out-of-sample extension into CADx methodology
    Mahesh B Nagarajan
    Department of Imaging Sciences, University of Rochester, 430 Elmwood Avenue, Rochester, NY 14627, USA Department of Biomedical Engineering, University of Rochester, 430 Elmwood Avenue, Rochester, NY 14627, USA Electronic address
    Artif Intell Med 60:65-77. 2014

Collaborators

  • Mahesh B Nagarajan
  • Axel Wismuller
  • Paola Coan
  • Gerda Leinsinger
  • Thomas Schlossbauer
  • Andrzej Krol
  • Christian Glaser
  • Paul C Diemoz

Detail Information

Publications3

  1. doi request reprint Texture feature ranking with relevance learning to classify interstitial lung disease patterns
    Markus B Huber
    Departments of Imaging Sciences and Biomedical Engineering, University of Rochester, NY, United States
    Artif Intell Med 56:91-7. 2012
    ..The generalized matrix learning vector quantization (GMLVQ) is used to estimate the relevance of texture features in their ability to classify interstitial lung disease patterns in high-resolution computed tomography images...
  2. pmc Computer-aided diagnosis for phase-contrast X-ray computed tomography: quantitative characterization of human patellar cartilage with high-dimensional geometric features
    Mahesh B Nagarajan
    Department of Biomedical Engineering, University of Rochester, 430 Elmwood Ave, Rochester, NY, 14627, USA
    J Digit Imaging 27:98-107. 2014
    ..Such features could potentially serve as imaging markers for evaluating osteoarthritis progression and its response to different therapeutic intervention strategies. ..
  3. pmc Classification of small lesions on dynamic breast MRI: Integrating dimension reduction and out-of-sample extension into CADx methodology
    Mahesh B Nagarajan
    Department of Imaging Sciences, University of Rochester, 430 Elmwood Avenue, Rochester, NY 14627, USA Department of Biomedical Engineering, University of Rochester, 430 Elmwood Avenue, Rochester, NY 14627, USA Electronic address
    Artif Intell Med 60:65-77. 2014
    ..This compromises the integrity of the independent test set, which serves as the basis for evaluating classifier performance...