Michiel Kallenberg

Publication Activity (10 Years)

Years Active: 2008-2019
Publications (10 Years): 3

Top Topics

Affine Registration

Density Estimation

Top Venues

Digital Mammography / IWDM

IEEE J. Biomed. Health Informatics

Medical Imaging: Computer-Aided Diagnosis

IEEE Trans. Medical Imaging

Publications

Doiriel Vanegas C., Mahlet A. Birhanu, Nico Karssemeijer, Albert Gubern-Mérida, Michiel Kallenberg
A deep learning method for volumetric breast density estimation from processed full field digital mammograms. Medical Imaging: Computer-Aided Diagnosis (2019)
Michiel Kallenberg, Mads Nielsen, Katharina Holland, Nico Karssemeijer, Christian Igel, Martin Lillholm
Learning Density Independent Texture Features. Digital Mammography / IWDM (2016)
Michiel Kallenberg, Kersten Petersen, Mads Nielsen, Andrew Y. Ng, Pengfei Diao, Christian Igel, Celine M. Vachon, Katharina Holland, Rikke Rass Winkel, Nico Karssemeijer, Martin Lillholm
Unsupervised Deep Learning Applied to Breast Density Segmentation and Mammographic Risk Scoring. IEEE Trans. Medical Imaging 35 (5) (2016)
Albert Gubern-Mérida, Michiel Kallenberg, Ritse Mann, Robert Marti, Nico Karssemeijer
Breast Segmentation and Density Estimation in Breast MRI: A Fully Automatic Framework. IEEE J. Biomed. Health Informatics 19 (1) (2015)
Katharina Holland, Michiel Kallenberg, Ritse Mann, Carla van Gils, Nico Karssemeijer
Stability of Volumetric Tissue Composition Measured in Serial Screening Mammograms. Digital Mammography / IWDM (2014)
Albert Gubern-Mérida, Lei Wang, Michiel Kallenberg, Robert Marti, Horst K. Hahn, Nico Karssemeijer
Breast segmentation in MRI: quantitative evaluation of three methods. Medical Imaging: Image Processing (2013)
Jelena Bozek, Michiel Kallenberg, Mislav Grgic, Nico Karssemeijer
Comparison of Lesion Size Using Area and Volume in Full Field Digital Mammograms. Digital Mammography / IWDM (2012)
Albert Gubern-Mérida, Michiel Kallenberg, Robert Marti, Nico Karssemeijer
Segmentation of the Pectoral Muscle in Breast MRI Using Atlas-Based Approaches. MICCAI (2) (2012)
Jan M. Lesniak, Rianne Hupse, Michiel Kallenberg, Maurice Samulski, Rémi Blanc, Nico Karssemeijer, Gábor Székely
Computer aided detection of breast masses in mammography using support vector machine classification. Medical Imaging: Computer-Aided Diagnosis (2011)
Albert Gubern-Mérida, Michiel Kallenberg, Robert Marti, Nico Karssemeijer
Multi-class Probabilistic Atlas-Based Segmentation Method in Breast MRI. IbPRIA (2011)
Michiel Kallenberg, Nico Karssemeijer
Comparison of Tilt Correction Methods in Full Field Digital Mammograms. Digital Mammography / IWDM (2010)
Michiel Kallenberg, Nico Karssemeijer
Using volumetric density estimation in computer aided mass detection in mammography. Medical Imaging: Computer-Aided Diagnosis (2009)
Michiel Kallenberg, Nico Karssemeijer
The effect of training with SFM images in a FFDM CAD system. Medical Imaging: Computer-Aided Diagnosis (2008)
Michiel Kallenberg, Nico Karssemeijer
The Effect of Training Sample Size on Performance of Mass Detection. Digital Mammography / IWDM (2008)
Nico Karssemeijer, Andrea Hupse, Maurice Samulski, Michiel Kallenberg, Carla Boetes, Gerard J. den Heeten
An Interactive Computer Aided Decision Support System for Detection of Masses in Mammograms. Digital Mammography / IWDM (2008)