Michiel Kallenberg

Postdoc, Artificial Intelligence, Wageningen University

Joined

May 2023

Names

Michiel Kallenberg (Preferred)

Emails

****@gmail.com (Confirmed)

Personal Links

Career & Education History

Postdoc

Artificial Intelligence, Wageningen University (wageningenuniversity.nl)

2022 – Present

PhD student

Radiology, Radboud University Medical Center (radboudumc.nl)

2006 – 2012

Advisors, Relations & Conflicts

Postdoc Advisor

Ioannis Athanasiadis

2022 – Present

Expertise

Reinforcement learning

2022 – Present

Digital twins

2022 – Present

Agriculture

2022 – Present

Publications

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
- Published: 01 Jan 2019, Last Modified: 24 Jun 2023
- Medical Imaging: Computer-Aided Diagnosis 2019
- Readers: Everyone
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
- 2017 (modified: 05 Feb 2024)
- Deep Learning for Medical Image Analysis 2017
- Readers: Everyone
Learning Density Independent Texture Features
Michiel Kallenberg, Mads Nielsen, Katharina Holland, Nico Karssemeijer, Christian Igel, Martin Lillholm
- 2016 (modified: 24 Jun 2023)
- Digital Mammography / IWDM 2016
- Readers: Everyone
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
- 2016 (modified: 24 Jun 2023)
- IEEE Trans. Medical Imaging 2016
- Readers: Everyone
Breast Segmentation and Density Estimation in Breast MRI: A Fully Automatic Framework
Albert Gubern-Mérida, Michiel Kallenberg, Ritse Mann, Robert Marti, Nico Karssemeijer
- Published: 01 Jan 2015, Last Modified: 24 Jun 2023
- IEEE J. Biomed. Health Informatics 2015
- Readers: Everyone
Stability of Volumetric Tissue Composition Measured in Serial Screening Mammograms
Katharina Holland, Michiel Kallenberg, Ritse Mann, Carla van Gils, Nico Karssemeijer
- Published: 01 Jan 2014, Last Modified: 24 Jun 2023
- Digital Mammography / IWDM 2014
- Readers: Everyone
Breast segmentation in MRI: quantitative evaluation of three methods
Albert Gubern-Mérida, Lei Wang, Michiel Kallenberg, Robert Marti, Horst K. Hahn, Nico Karssemeijer
- Published: 01 Jan 2013, Last Modified: 24 Jun 2023
- Medical Imaging: Image Processing 2013
- Readers: Everyone
Comparison of Lesion Size Using Area and Volume in Full Field Digital Mammograms
Jelena Bozek, Michiel Kallenberg, Mislav Grgic, Nico Karssemeijer
- Published: 01 Jan 2012, Last Modified: 24 Jun 2023
- Digital Mammography / IWDM 2012
- Readers: Everyone
Segmentation of the Pectoral Muscle in Breast MRI Using Atlas-Based Approaches
Albert Gubern-Mérida, Michiel Kallenberg, Robert Marti, Nico Karssemeijer
- Published: 01 Jan 2012, Last Modified: 24 Jun 2023
- MICCAI (2) 2012
- Readers: Everyone
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
- Published: 01 Jan 2011, Last Modified: 24 Jun 2023
- Medical Imaging: Computer-Aided Diagnosis 2011
- Readers: Everyone

View all 16 publications

Co-Authors

View all 33 co-authors