Melanie Ganz-Benjaminsen

Melanie Ganz-Benjaminsen

Assistant professor


  1. 2010
  2. Published

    Patch-based generative shape model and MDL model selection for statistical analysis of archipelagos. / Ganz, Melanie; Nielsen, Mads; Brandt, Sami.

    Machine Learning in Medical Imaging: First International Workshop, MLMI 2010, Held in Conjunction with MICCAI 2010, Beijing, China, September 20, 2010. Proceedings. ed. / Fei Wang; Pingkun Yan; Kenji Suzuki; Dinggang Shen. Springer, 2010. p. 34-41 (Lecture notes in computer science, Vol. 6357).

    Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

  3. 2011
  4. Published

    Abdominal aortic calcification quantified by the Morphological Atherosclerotic Calcification Distribution (MACD) index is associated with features of the metabolic syndrome. / Barascuk, Natasha; Ganz, Melanie; Nielsen, Mads; Register, Thomas C.; Rasmussen, Lars M.; A. Karsdal, Morten; Christiansen, Claus.

    In: B M C Cardiovascular Disorders, Vol. 11, 11, 2011.

    Research output: Contribution to journalJournal articleResearchpeer-review

  5. Published
  6. Published

    Distribution, size, and shape of abdominal aortic calcified deposits and their relationship to mortality in postmenopausal women. / Nielsen, Mads; Ganz, Melanie; de Bruijne, Marleen; Dam , Erik ; Karsdal , Morten ; Christiansen , Claus .

    2011. Abstract from 97th Annual Meeting of the Radiological Society of North America , Chicago, United States.

    Research output: Contribution to conferenceConference abstract for conferenceResearchpeer-review

  7. 2012
  8. Published

    A Bayesian framework for automated cardiovascular risk scoring on standard lumbar radiographs. / Petersen, Peter Kersten; Ganz, Melanie; Mysling, Peter; Nielsen, Mads; Erleben, Lene Lillemark; Crimi, Alessandro; Brandt, Sami Sebastian.

    In: I E E E Transactions on Medical Imaging, Vol. 31, No. 3, 2012, p. 663-676.

    Research output: Contribution to journalJournal articleResearchpeer-review

  9. Published

    Distribution, size, and shape of abdominal aortic calcified deposits and their relationship to mortality in postmenopausal women. / Ganz, Melanie; de Bruijne, Marleen; Dam, Erik B.; Pettersen, Paola; Karsdal, Morten A.; Christiansen, Claus; Nielsen, Mads.

    In: International Journal of Biomedical Imaging, Vol. 2012, 459286, 2012.

    Research output: Contribution to journalJournal articleResearchpeer-review

  10. Automatic Segmentation of Polyps in Colonoscopic Narrow-Band Imaging Data. / Ganz, Melanie; Yang, Xiaoyun; Slabaugh, Gregory.

    In: IEEE Transactions on Biomedical Engineering, Vol. 59, No. 8, 08.2012, p. 2144 - 2151 .

    Research output: Contribution to journalJournal articleResearchpeer-review

  11. 2013
  12. Published

    An improved optimization method for the relevance voxel machine. / Ganz, Melanie; Sabuncu, Mert R.; Van Leemput, Koen.

    Machine Learning in Medical Imaging: 4th International Workshop, MLMI 2013, Held in Conjunction with MICCAI 2013, Nagoya, Japan, September 22, 2013. Proceedings. ed. / Guorong Wu; Daoqiang Zhang; Dinggang Shen; Pingkun Yan; Kenji Suzuki; Fei Wang. Springer, 2013. p. 147-154 (Lecture notes in computer science, Vol. 8184).

    Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

  13. On feature relevance in image-based prediction models : an empirical study. / Konukoglu, Ender; Ganz, Melanie; Van Leemput, Koen; Sabuncu, Mert R.

    Machine Learning in Medical Imaging: 4th International Workshop, MLMI 2013, Held in Conjunction with MICCAI 2013, Nagoya, Japan, September 22, 2013. Proceedings. ed. / Guorong Wu; Daoqiang Zhang; Dinggang Shen; Pingkun Yan; Kenji Suzuki; Fei Wang. Springer Publishing Company, 2013. p. 171-178 (Lecture notes in computer science, Vol. 8184).

    Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

  14. Published

    The improved relevance voxel machine. / Ganz, Melanie; Sabuncu, Mert; Leemput, Koen van.

    Technical University of Denmark, 2013. 19 p. (DTU Compute Technical Report, Vol. 2013-10).

    Research output: Book/ReportReportResearch

ID: 3445691