Michiel Kallenberg

According to our database, Michiel Kallenberg authored at least 18 papers between 2008 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Integrating processed-based models and machine learning for crop yield prediction.

Michiel G. J. Kallenberg, Bernardo Maestrini, Ron van Bree, Paul Ravensbergen, Christos Pylianidis, Frits van Evert, Ioannis N. Athanasiadis

CoRR, 2023

2019

A deep learning method for volumetric breast density estimation from processed full field digital mammograms.

Doiriel Vanegas C., Mahlet A. Birhanu, Nico Karssemeijer, Albert Gubern-Mérida, Michiel Kallenberg

Proceedings of the Medical Imaging 2019: Computer-Aided Diagnosis, San Diego, 2019

2017

Characterization of Errors in Deep Learning-Based Brain MRI Segmentation.

Akshay Pai, Yuan-Ching Teng, Joseph Blair, Michiel Kallenberg, Erik B. Dam, Stefan Sommer, Christian Igel, Mads Nielsen

Proceedings of the Deep Learning for Medical Image Analysis, 1st Edition, 2017

2016

Unsupervised Deep Learning Applied to Breast Density Segmentation and Mammographic Risk Scoring.

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

IEEE Trans. Medical Imaging, 2016

Learning Density Independent Texture Features.

Michiel Kallenberg, Mads Nielsen, Katharina Holland, Nico Karssemeijer, Christian Igel, Martin Lillholm

Proceedings of the Breast Imaging, 2016

2015

Breast Segmentation and Density Estimation in Breast MRI: A Fully Automatic Framework.

Albert Gubern-Mérida, Michiel Kallenberg, Ritse Mann, Robert Marti, Nico Karssemeijer

IEEE J. Biomed. Health Informatics, 2015

2014

Stability of Volumetric Tissue Composition Measured in Serial Screening Mammograms.

Katharina Holland, Michiel Kallenberg, Ritse Mann, Carla van Gils, Nico Karssemeijer

Proceedings of the Breast Imaging - 12th International Workshop, IWDM 2014, Gifu City, Japan, June 29, 2014

2013

Breast segmentation in MRI: quantitative evaluation of three methods.

Albert Gubern-Mérida, Lei Wang, Michiel Kallenberg, Robert Marti, Horst K. Hahn, Nico Karssemeijer

Proceedings of the Medical Imaging 2013: Image Processing, 2013

2012

Segmentation of the Pectoral Muscle in Breast MRI Using Atlas-Based Approaches.

Albert Gubern-Mérida, Michiel Kallenberg, Robert Marti, Nico Karssemeijer

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012

Comparison of Lesion Size Using Area and Volume in Full Field Digital Mammograms.

Jelena Bozek, Michiel Kallenberg, Mislav Grgic, Nico Karssemeijer

Proceedings of the Breast Imaging, 2012

2011

Computer aided detection of breast masses in mammography using support vector machine classification.

Jan M. Lesniak, Rianne Hupse, Michiel Kallenberg, Maurice Samulski, Rémi Blanc, Nico Karssemeijer, Gábor Székely

Proceedings of the Medical Imaging 2011: Computer-Aided Diagnosis, 2011

Automatic breast density segmentation based on pixel classification.

Michiel G. J. Kallenberg, Mariëtte A. J. Lokate, Carla H. van Gils, Nico Karssemeijer

Proceedings of the Medical Imaging 2011: Computer-Aided Diagnosis, 2011

Multi-class Probabilistic Atlas-Based Segmentation Method in Breast MRI.

Albert Gubern-Mérida, Michiel Kallenberg, Robert Marti, Nico Karssemeijer

Proceedings of the Pattern Recognition and Image Analysis - 5th Iberian Conference, 2011

2010

Comparison of Tilt Correction Methods in Full Field Digital Mammograms.

Michiel Kallenberg, Nico Karssemeijer

Proceedings of the Digital Mammography, 2010

2009

Using volumetric density estimation in computer aided mass detection in mammography.

Michiel Kallenberg, Nico Karssemeijer

Proceedings of the Medical Imaging 2009: Computer-Aided Diagnosis, 2009

2008

The effect of training with SFM images in a FFDM CAD system.

Michiel Kallenberg, Nico Karssemeijer

Proceedings of the Medical Imaging 2008: Computer-Aided Diagnosis, San Diego, 2008

An Interactive Computer Aided Decision Support System for Detection of Masses in Mammograms.

Nico Karssemeijer, Andrea Hupse, Maurice Samulski, Michiel Kallenberg, Carla Boetes, Gerard J. den Heeten

Proceedings of the Digital Mammography, 2008

The Effect of Training Sample Size on Performance of Mass Detection.

Michiel Kallenberg, Nico Karssemeijer

Proceedings of the Digital Mammography, 2008