Selected List of Publications by CATIA:

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Journal Articles

  • Erik B. Dam, Jenny Folkesson, Paola Pettersen, and Claus Christiansen.
    Automatic morphometric cartilage quantification in the medial tibial plateau from mri for osteoarthritis grading.
    Osteoarthritis & Cartilage, 15(7):808-818, 2007.
  • Jenny Folkesson, Erik B. Dam, Ole Fogh Olsen, Paola Pettersen, and Claus Christiansen.
    Segmenting articular cartilage automatically using a voxel classification approach.
    IEEE Transactions on Medical Imaging, 26(1):106-115, 2007.
  • Arish Asif Qazi, Erik B. Dam, Mads Nielsen, Paola Pettersen, Claus Christiansen, and Morten A. Karsdal.
    Osteoarthritic cartilage is more homogeneous than healthy cartilage identification of a superior roi co-localised with a major risk factor for osteoarthritis.
    Academic Radiology, 2007.
  • Arish Asif Qazi, Jenny Folkesson, Paola Pettersen, Claus Christiansen, Erik B. Dam, and Karsdal Morten A.
    Separation of healthy and early osteoarthritis by automatic quantification of cartilage homogeneity.
    Osteoarthritis and Cartilage, 2007.
  • Robert P.W. Duin, Marco Loog, and Tin Kam Ho.
    Recent submissions in linear dimensionality reduction and face recognition.
    Pattern Recognition Letters, 27(7):707-708, 2006.
  • Bram van Ginneken, Mikkel B. Stegmann, and Marco Loog.
    Segmentation of anatomical structures in chest radiographs using supervised methods: A comparative study on a public database.
    Medical Image Analysis, 10(1):19-40, 2006.
  • Marco Loog and Bram van Ginneken.
    Segmentation of the posterior ribs in chest radiographs using iterated contextual pixel classification.
    IEEE Transactions on Medical Imaging, 25(5):602-611, 2006.
  • Arish Asif Qazi, Erik B. Dam, Paola Pettersen, Ole Fogh Olsen, Jenny Folkesson, Claus Christiansen, and Karsdal.Morten.A.
    Is diseased cartilage more homogenous than healthy cartilage?
    OA & Cartilage, supplement, 2006.
  • Kai Qin, P.N. Suganthan, and Marco Loog.
    Generalized null space uncorrelated fisher discriminant analysis for linear dimensionality reduction.
    Pattern Recognition, 39(9):1805-1808, 2006.
  • Arnold M.R. Schilham, Bram van Ginneken, and Marco Loog.
    A computer-aided diagnosis system for detection of lung nodules in chest radiographs with an evaluation on a public database.
    Medical Image Analysis, 10(2):247-258, 2006.
  • Kai Qin, P.N. Suganthan, and Marco Loog.
    Uncorrelated heteroscedastic lda based on the weighted pairwise chernoff criterion.
    Pattern Recognition, 38(4):613-616, 2005.

Refereed Conference Articles and Book Contributions

  • Marleen de Bruijne, Paola C. Pettersen, Laszlo B. Tankó, and Mads Nielsen.
    Vertebral fracture classification.
    In SPIE Medical Imaging - Image Processing, 2007.
  • Arish Asif Qazi, Erik B. Dam, Ole Fogh Olsen, Mads Nielsen, and Claus Christiansen.
    Automatic detection of diseased regions in knee cartilage.
    In In proceedings of SPIE Medical Imaging, 2007.
  • Arish Asif Qazi, Erik B. Dam, Mads Nielsen, Claus Christiansen, and Morten A. Karsdal.
    Homogeneity discrimination leads to identification of a superior roi in knee cartilage.
    In In proceedings of EULAR, 2007.
  • Arish Asif Qazi, Morten A. Karsdal, Claus Christiansen, and Erik B. Dam.
    Separation of healthy and early oa by quantification of cartilage homogeneity: A longitudinal study.
    In Workshop on Imaging based measures of OA, 2007.
  • Marleen de Bruijne, Michael Tillge Lund, Laszlo B. Tanko, Paola Pettersen, and Mads Nielsen.
    Quantitative vertebral morphometry using neighbor-conditional shape models.
    In Mads Nielsen, Jon Sporring, and Rasmus Larsen, editors, Medical Imaging Computing and Computer-Assisted Intervention (MICCAI), volume 4190 of Lecture Notes in Computer Science, pages 1-8. Springer, 2006.
  • Marleen de Bruijne, Michael Tillge Lund, Laszlo B. Tanko, Paola Pettersen, and Mads Nielsen.
    Quantitative vertebral morphometry using neighbor-conditional shape models.
    In Erik Dam, Sharmila Majumdar, and J Christopher Buckland-Wright, editors, Joint Disease Workshop - Quantitative Automated Musculoskeletal Analysis. MICCAI 2006 Workshop Proceedings, page 41, 2006.
  • Marleen de Bruijne, Paola Pettersen, Michael Tillge Lund, Laszlo B. Tanko, Mads Nielsen, and Peter Alexandersen.
    A novel computer-based quantitative measurement of vertebral deformity in postmenopausal women: Implications for diagnosis and monitoring.
    In Journal of Bone and Mineral Research, volume 21. The American Society for Bone and Mineral Research, 2006.
    Suppl 1.
  • Marleen de Bruijne.
    Shape particle guided tissue classification.
    In Mathematical Methods in Biomedical Image Analysis (MMBIA), 2006.
  • Lars Conrad-Hansen, Marleen de Bruijne, Francois Lauze, Mads Nielsen, and L'aszlo (CCBR) T'ank'o.
    A pixelwise inpainting-based refinement scheme for quantizing calcification in the lumbar aorta on 2d lateral x-ray images.
    In SPIE Medical Imaging - Image Processing, 2006.
  • Erik B. Dam, Jenny Folkesson, Paola Pettersen, and Claus Christiansen.
    Semi-automatic knee cartilage segmentation.
    In Proceedings of SPIE, 2006.
  • Erik B. Dam, Jenny Folkesson, Marco Loog, Paola Pettersen, and Claus Christiansen.
    Efficient automatic cartilage segmentation.
    In Joint Disease Workshop. ITU, 2006.
  • Erik B. Dam, Jenny Folkesson, Paola Pettersen, and Claus Christiansen.
    Automatic cartilage thickness quantification using a statistical shape model.
    In Joint Disease Workshop, 2006.
  • Erik B. Dam, Paola Pettersen, Jenny Folkesson, and Claus Christiansen.
    Automatic quantification of cartilage thickness from mri for monitoring progression of osteoarthritis - a longitudinal study.
    In Journal of OA & Cartilage, supplement, 2006.
  • Erik B. Dam, Paola Pettersen, Jenny Folkesson, and Claus Christiansen.
    Is cartilage thinning during osteoarthritis focal or global?
    In Journal of OA & Cartilage, supplement, 2006.
  • Jenny Folkesson, Erik B. Dam, Ole Fogh Olsen, Paola Pettersen, and Claus Christiansen.
    Automatic curvature analysis of the articular cartilage surface.
    In MICCAI Joint Disease Workshop, 2006.
  • Jenny Folkesson, Erik B. Dam, Ole Fogh Olsen, Paola Pettersen, and Claus Christiansen.
    Position normalization in automatic cartilage segmentation.
    In MICCAI Joint Disease Workshop, 2006.
  • Jenny Folkesson, Erik B. Dam, Ole Fogh Olsen, Paola Pettersen, and Claus Christiansen.
    Automatic cartilage volume estimation from low-field knee mri: a longitudinal study.
    In Journal of OA & Cartilage, supplement, 2006.
  • Jenny Folkesson, Erik B. Dam, Ole Fogh Olsen, Paola Pettersen, and Claus Christiansen.
    Automatic volume estimation of articular cartilage from low-field knee mri.
    In Journal of OA & Cartilage, supplement, 2006.
  • Jenny Folkesson, Erik B. Dam, Ole Fogh Olsen, Paola Pettersen, and Claus Christiansen.
    Robust automatic estimation of articular cartilage surface area from knee mri.
    In Journal of OA & Cartilage, supplement, 2006.
  • Jenny Folkesson, Ole Fogh Olsen, Erik B. Dam, Paola Pettersen, and Claus Christiansen.
    Improving automatic tibial medial cartilage segmentation by incorporating femoral cartilage compartment.
    In Proc. Intl. Soc. Mag. Res. Med., page 1009, 2006.
  • Marco Loog and Bram van Ginneken.
    Bony structure suppression in chest radiographs.
    In Proceedings CVAMIA 2006, 2006.
  • Marco Loog and Dick de Ridder.
    Local discriminant analysis.
    In IEEE Proceedings of ICPR 2006, 2006.
  • Marco Loog.
    Generic blind source separation using second-order local statistics.
    In Proceedings of S+SSPR 2006, 2006.
  • Marco Loog.
    Conditional linear discriminant analysis.
    In IEEE Proceedings of ICPR 2006, 2006.
  • Arish Asif Qazi, Ole Fogh Olsen, Erik B. Dam, Jenny Folkesson, Paola Pettersen, and Claus Christiansen.
    Automatic quantification of knee cartilage homogeneity.
    In MICCAI Joint Disease Workshop, 2006.
  • Kai Qin, P.N. Suganthan, and Marco Loog.
    Efficient feature extraction based on regularized uncorrelated chernoff discriminant analysis.
    In IEEE Proceedings of ICPR 2006, 2006.
  • Marleen de Bruijne and Mads Nielsen.
    Multi-object segmentation using shape particles.
    In Information Processing in Medical Imaging (IPMI), 2005.
  • Marleen de Bruijne.
    A pattern classification approach to aorta calcium scoring in radiographs.
    In ICCV workshop Computer Vision for Biomedical Image Applications: Current Techniques and Future Trends, pages 170-177. Springer, 2005.
  • Erik B. Dam, Jenny Folkesson, Paola Pettersen, and Claus Christiansen.
    Automatic cartilage thickness quantification from knee mri.
    In Journal of OA and Cartilage, Supplement, 2005.
  • Jenny Folkesson, Erik B. Dam, Paola Pettersen, Mads Nielsen, Ole Fogh Olsen, and Claus Christiansen.
    Locating articular cartilage in mr images.
    In Proceedings of SPIE, pages 1484-1490, 2005.
  • Jenny Folkesson, Erik B. Dam, Ole Fogh Olsen, Paola Pettersen, and Claus Christiansen.
    Automatic segmentation of the articular cartilage in knee mri using a hierarchical multi-class classification scheme.
    In MICCAI, pages 327-334. Springer, 2005.
  • Jenny Folkesson, Erik B. Dam, Ole Fogh Olsen, Paola Pettersen, Claus Christiansen, and Peter Alexandersen.
    Robust volume estimation of articular cartilage from knee mr scans.
    In Journal of OA & Cartilage, supplement, pages 121-122. Elsevier, 2005.
  • Jenny Folkesson, Erik B. Dam, Ole Fogh Olsen, Paola Pettersen, and Claus Christiansen.
    Automatic quantification of articular cartilage from knee mr scans using surface smoothness as osteoarthritis indicator.
    In Journal of OA & Cartilage, supplement, pages 125-126. Elsevier, 2005.
  • Jenny Folkesson, Erik B. Dam, Ole Fogh Olsen, Paola Pettersen, and Claus Christiansen.
    An automatic method for locating articular cartilage in knee mri.
    In Proceedings, 2005.
  • Jenny Folkesson, Ole Fogh Olsen, Erik B. Dam, Paola Pettersen, and Claus Christiansen.
    Combining binary classifiers for automatic cartilage segmentation in knee mri.
    In ICCV First International Workshop CVBIA, pages 230-239. Springer, 2005.
  • Francois Lauze and Mads Nielsen.
    From inpainting to active contours.
    In Tony Chan, Stanley Osher, and Nikos Paragios, editors, Variational, Geometric, and Level Set Methods in Computer Vision, Third International Workshop, (VLSM 2005), volume 3752 of Lecture Notes in Computer Science. Springer, 2005.
  • Michael Tillge Lund, Marleen de Bruijne, Laszlo B. Tanko, and Mads Nielsen.
    Shape regression for vertebra fracture quantification.
    In J. Michael Fitzpatrick and Joseph M. Reinhardt, editors, Proceedings of SPIE, pages 723-731. SPIE - The International Society for Optical Engineering, 2005.
  • Michael Tillge Lund, Laszlo B. Tanko, Marleen de Bruijne, and Claus Christiansen.
    Initial experience with a new computerized method for clinical assessment of vertebral deformations.
    In Journal of Bone and Mineral Research, volume 20, pages S87, S156. The American Society for Bone and Mineral Research, 2005.
    Suppl 1.
  • Paola Pettersen, Erik B. Dam, Laszlo B. Tanko, Claus Christiansen, and Jonna Yde.
    Can we improve the radiographic monitoring of changes in joint space of the knee by introducing anatomical landmarks defining th.
    In Proceedings of ACR, 2005.
  • Paola Pettersen, Erik B. Dam, Laszlo B. Tanko, Claus Christiansen, and Peter Alexandersen.
    Can we improve the narrowest gap measurement by introducing anatomical landmarks?
    In Proceedings of ..., 2005.
  • Kai Qin, P.N. Suganthan, Marco Loog, and S.Y.M. Shi.
    Enhanced direct linear discriminant analysis or feature extraction on high dimensional data.
    In Proceedings of the Twentieth National Conference on Artificial Intelligence, 2005.

Theses, Technical Reports, etc.

  • Paola Pettersen, Erik B. Dam, Laszlo B. Tanko, Claus Christiansen, CCBR Bente Riis, and CCBR Anette Mølgard.
    Magnetic resonance in osteoarthrosis.
  • Francois Lauze and Mads Nielsen.
    Inpainting driven segmentation.
  • Erik B. Dam.
    Automatisk kvantificering af slidgigt-markører.
    Magasin for Dansk Medicoteknisk selskab og Dansk Selskab for Med.
  • Erik B. Dam, Arish Asif Qazi, Ole Fogh Olsen, Mads Nielsen, Paola Pettersen, and Claus Christiansen.
    Automatic quantification of a pathology indicating measure related to cartilage structure from cartilage scan data.
  • Lars Conrad-Hansen, Francois Lauze, Marleen de Bruijne, and Mads Nielsen.
    A method of deriving a quantitative measure of a degree of calcification of an aorta.
  • Marleen de Bruijne, Mads Nielsen, Claus Christiansen, Lars Conrad-Hansen, and Francois Lauze.
    A method of deriving a quantitative measure of a degree of calcification of an aorta.
  • Kim Steenstrup Pedersen, Pieter van Dorst, and Marco Loog.
    Minimum likelihood image feature and scale detection based on the brownian image model.
    In Gaussian Processes in Practice Workshop, Bletchley Park, England, 2006.
    Extended Abstract Web Publication: http://www.dcs.shef.ac.uk/ml/gpip/schedule.html.
  • Michael Tillge Lund, Marleen de Bruijne, Paola Pettersen, and Mads Nielsen.
    Vertebral fracture quantification. w.i.p.o. patent. application number pct/ep2006/001407, 2006.
  • Michael Tillge Lund.
    Quantification of osteoporotic vertebral fractures.
    Master's thesis, IT University of Copenhagen, Rued Langgaards Vej 7, DK-2300 Copenhagen S, 2005.
  • Michael Tillge Lund, Marleen de Bruijne, Paola Pettersen, and Mads Nielsen.
    Vertebral fracture quantification. uk patent. application number 0503236.2, 2005.