Marcel Prastawa

According to our database, Marcel Prastawa authored at least 50 papers between 2003 and 2019.

Collaborative distances:

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

2019

BACH: Grand challenge on breast cancer histology images.

Guilherme Aresta, Teresa Araújo, Scotty Kwok, Sai Saketh Chennamsetty, Mohammed Safwan K. P., Alex Varghese, Bahram Marami, Marcel Prastawa, Monica Chan, Michael J. Donovan, Gerardo Fernandez, Jack Zeineh, Matthias Kohl, Christoph Walz, Florian Ludwig, Stefan Braunewell, Maximilian Baust, Quoc Dang Vu, Paulo Aguiar

Medical Image Anal., 2019

2018

Identifying the Best Machine Learning Algorithms for Brain Tumor Segmentation, Progression Assessment, and Overall Survival Prediction in the BRATS Challenge.

Spyridon Bakas, Mauricio Reyes, András Jakab, Stefan Bauer, Markus Rempfler, Alessandro Crimi, Russell Takeshi Shinohara, Christoph Berger, Sung Min Ha, Martin Rozycki, Marcel Prastawa, Esther Alberts, Jana Lipková, John B. Freymann, Justin S. Kirby, Michel Bilello, Hassan M. Fathallah-Shaykh, Roland Wiest, Jan Kirschke, Benedikt Wiestler, Rivka R. Colen, Aikaterini Kotrotsou, Pamela LaMontagne, Daniel S. Marcus, Mikhail Milchenko, Arash Nazeri, Marc-André Weber, Abhishek Mahajan, Ujjwal Baid, Dongjin Kwon, Manu Agarwal, Mahbubul Alam, Alberto Albiol, Antonio Albiol, Alex Varghese, Tran Anh Tuan, Tal Arbel, Aaron Avery, Pranjal B., Subhashis Banerjee, Thomas Batchelder, Kayhan N. Batmanghelich, Enzo Battistella, Martin Bendszus, Eze Benson, José Bernal, George Biros, Mariano Cabezas, Siddhartha Chandra, Yi-Ju Chang, et al.

CoRR, 2018

BACH: Grand Challenge on Breast Cancer Histology Images.

Guilherme Aresta, Teresa Araújo, Scotty Kwok, Sai Saketh Chennamsetty, Mohammed Safwan K. P., Alex Varghese, Bahram Marami, Marcel Prastawa, Monica Chan, Michael J. Donovan, Gerardo Fernandez, Jack Zeineh, Matthias Kohl, Christoph Walz, Florian Ludwig, Stefan Braunewell, Maximilian Baust, Quoc Dang Vu, Minh Nguyen Nhat To, Eal Kim, Jin Tae Kwak, Sameh Galal, Veronica Sanchez-Freire, Nadia Brancati, Maria Frucci, Daniel Riccio, Yaqi Wang, Lingling Sun, Kaiqiang Ma, Jiannan Fang, Ismaël Koné, Lahsen Boulmane, Aurélio Campilho, Catarina Eloy, António Polónia, Paulo Aguiar

CoRR, 2018

Ensemble Network for Region Identification in Breast Histopathology Slides.

Bahram Marami, Marcel Prastawa, Monica Chan, Michael J. Donovan, Gerardo Fernandez, Jack Zeineh

Proceedings of the Image Analysis and Recognition - 15th International Conference, 2018

2017

Geodesic shape regression with multiple geometries and sparse parameters.

James Fishbaugh, Stanley Durrleman, Marcel Prastawa, Guido Gerig

Medical Image Anal., 2017

Data-Driven Rank Aggregation with Application to Grand Challenges.

James Fishbaugh, Marcel Prastawa, Bo Wang, Patrick Reynolds, Stephen R. Aylward, Guido Gerig

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017

2016

Modeling 4D pathological changes by leveraging normative models.

Bo Wang, Marcel Prastawa, Andrei Irimia, Avishek Saha, Wei Liu, Sheng-Yang M. Goh, Paul M. Vespa, John D. Van Horn, Guido Gerig

Comput. Vis. Image Underst., 2016

2015

The Multimodal Brain Tumor Image Segmentation Benchmark (BRATS).

Bjoern H. Menze, András Jakab, Stefan Bauer, Jayashree Kalpathy-Cramer, Keyvan Farahani, Justin S. Kirby, Yuliya Burren, Nicole Porz, Johannes Slotboom, Roland Wiest, Levente Lanczi, Elizabeth R. Gerstner, Marc-André Weber, Tal Arbel, Brian B. Avants, Nicholas Ayache, Patricia Buendia, D. Louis Collins, Nicolas Cordier, Jason J. Corso, Antonio Criminisi, Tilak Das, Herve Delingette, Çagatay Demiralp, Christopher R. Durst, Michel Dojat, Senan Doyle, Joana Festa, Florence Forbes, Ezequiel Geremia, Ben Glocker, Polina Golland, Xiaotao Guo, Andac Hamamci, Khan M. Iftekharuddin, Raj Jena, Nigel M. John, Ender Konukoglu, Danial Lashkari, José Antonio Mariz, Raphael Meier, Sérgio Pereira, Doina Precup, Stephen J. Price, Tammy Riklin Raviv, Syed M. S. Reza, Michael T. Ryan, Duygu Sarikaya, Lawrence H. Schwartz, Hoo-Chang Shin, Jamie Shotton, Carlos A. Silva, Nuno J. Sousa, Nagesh K. Subbanna, Gábor Székely, Thomas J. Taylor, Owen M. Thomas, Nicholas J. Tustison, Gözde B. Ünal, Flor Vasseur, Max Wintermark, Dong Hye Ye, Liang Zhao, Binsheng Zhao, Darko Zikic, Marcel Prastawa, Mauricio Reyes, Koen Van Leemput

IEEE Trans. Medical Imaging, 2015

Automatic tissue segmentation of neonate brain MR Images with subject-specific atlases.

Marie Cherel, François Budin, Marcel Prastawa, Guido Gerig, Kevin Lee, Claudia Buss, Amanda Lyall, Kirsten Zaldarriaga Consing, Martin Styner

Proceedings of the Medical Imaging 2015: Image Processing, 2015

2014

Morphometry of anatomical shape complexes with dense deformations and sparse parameters.

Stanley Durrleman, Marcel Prastawa, Nicolas Charon, Julie R. Korenberg, Sarang C. Joshi, Guido Gerig, Alain Trouvé

NeuroImage, 2014

Characterizing growth patterns in longitudinal MRI using image contrast.

Avantika Vardhan, Marcel Prastawa, Clement Vachet, Joseph Piven, Guido Gerig

Proceedings of the Medical Imaging 2014: Image Processing, 2014

Joint Longitudinal Modeling of Brain Appearance in Multimodal MRI for the Characterization of Early Brain Developmental Processes.

Avantika Vardhan, Marcel Prastawa, Neda Sadeghi, Clement Vachet, Joseph Piven, Guido Gerig

Proceedings of the Spatio-temporal Image Analysis for Longitudinal and Time-Series Image Data, 2014

Subject-Specific Prediction Using Nonlinear Population Modeling: Application to Early Brain Maturation from DTI.

Neda Sadeghi, P. Thomas Fletcher, Marcel Prastawa, John H. Gilmore, Guido Gerig

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

4D active cut: An interactive tool for pathological anatomy modeling.

Bo Wang, Wei Liu, Marcel Prastawa, Andrei Irimia, Paul M. Vespa, John D. Van Horn, P. Thomas Fletcher, Guido Gerig

Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

A joint framework for 4D segmentation and estimation of smooth temporal appearance changes.

Yang Gao, Marcel Prastawa, Martin Styner, Joseph Piven, Guido Gerig

Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

Geodesic regression of image and shape data for improved modeling of 4D trajectories.

James Fishbaugh, Marcel Prastawa, Guido Gerig, Stanley Durrleman

Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

2013

Regional characterization of longitudinal DT-MRI to study white matter maturation of the early developing brain.

Neda Sadeghi, Marcel Prastawa, P. Thomas Fletcher, Jason Wolff, John H. Gilmore, Guido Gerig

NeuroImage, 2013

Modeling 4D Changes in Pathological Anatomy Using Domain Adaptation: Analysis of TBI Imaging Using a Tumor Database.

Bo Wang, Marcel Prastawa, Avishek Saha, Suyash P. Awate, Andrei Irimia, Micah C. Chambers, Paul M. Vespa, John D. Van Horn, Valerio Pascucci, Guido Gerig

Proceedings of the Multimodal Brain Image Analysis - Third International Workshop, 2013

Analyzing imaging biomarkers for traumatic brain injury using 4d modeling of longitudinal MRI.

Bo Wang, Marcel Prastawa, Andrei Irimia, Micah C. Chambers, Neda Sadeghi, Paul M. Vespa, John D. Van Horn, Guido Gerig

Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

Modeling longitudinal MRI changes in populations using a localized, information-theoretic measure of contrast.

Avantika Vardhan, Marcel Prastawa, Anuja Sharma, Joseph Piven, Guido Gerig

Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

Multivariate modeling of longitudinal MRI in early brain development with confidence measures.

Neda Sadeghi, Marcel Prastawa, P. Thomas Fletcher, Clement Vachet, Bo Wang, John H. Gilmore, Guido Gerig

Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

Geodesic Shape Regression in the Framework of Currents.

James Fishbaugh, Marcel Prastawa, Guido Gerig, Stanley Durrleman

Proceedings of the Information Processing in Medical Imaging, 2013

Geodesic Image Regression with a Sparse Parameterization of Diffeomorphisms.

James Fishbaugh, Marcel Prastawa, Guido Gerig, Stanley Durrleman

Proceedings of the Geometric Science of Information - First International Conference, 2013

2012

Building spatiotemporal anatomical models using joint 4-D segmentation, registration, and subject-specific atlas estimation.

Marcel Prastawa, Suyash P. Awate, Guido Gerig

Proceedings of the 2012 IEEE Workshop on Mathematical Methods in Biomedical Image Analysis, 2012

A patient-specific segmentation framework for longitudinal MR images of traumatic brain injury.

Bo Wang, Marcel Prastawa, Andrei Irimia, Micah C. Chambers, Paul M. Vespa, John D. Van Horn, Guido Gerig

Proceedings of the Medical Imaging 2012: Image Processing, 2012

Brain Tumor Cell Density Estimation from Multi-modal MR Images Based on a Synthetic Tumor Growth Model.

Ezequiel Geremia, Bjoern H. Menze, Marcel Prastawa, Marc-André Weber, Antonio Criminisi, Nicholas Ayache

Proceedings of the Medical Computer Vision. Recognition Techniques and Applications in Medical Imaging, 2012

Analysis of Longitudinal Shape Variability via Subject Specific Growth Modeling.

James Fishbaugh, Marcel Prastawa, Stanley Durrleman, Joseph Piven, Guido Gerig

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

Topology Preserving Atlas Construction from Shape Data without Correspondence Using Sparse Parameters.

Stanley Durrleman, Marcel Prastawa, Julie R. Korenberg, Sarang C. Joshi, Alain Trouvé, Guido Gerig

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

Segmentation of serial MRI of TBI patients using personalized atlas construction and topological change estimation.

Bo Wang, Marcel Prastawa, Suyash P. Awate, Andrei Irimia, Micah C. Chambers, Paul M. Vespa, John D. Van Horn, Guido Gerig

Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

Quantifying regional growth patterns through longitudinal analysis of distances between multimodal MR intensity distributions.

Avantika Vardhan, Marcel Prastawa, Sylvain Gouttard, Joseph Piven, Guido Gerig

Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

Statistical growth modeling of longitudinal DT-MRI for regional characterization of early brain development.

Neda Sadeghi, Marcel Prastawa, P. Thomas Fletcher, John H. Gilmore, Weili Lin, Guido Gerig

Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

2011

Efficient Probabilistic and Geometric Anatomical Mapping Using Particle Mesh Approximation on GPUs.

Linh K. Ha, Marcel Prastawa, Guido Gerig, John H. Gilmore, Cláudio T. Silva, Sarang C. Joshi

Int. J. Biomed. Imaging, 2011

Optimal Data-Driven Sparse Parameterization of Diffeomorphisms for Population Analysis.

Sandy Durrleman, Marcel Prastawa, Guido Gerig, Sarang C. Joshi

Proceedings of the Information Processing in Medical Imaging, 2011

2010

Towards analysis of growth trajectory through multimodal longitudinal MR imaging.

Neda Sadeghi, Marcel Prastawa, John H. Gilmore, Weili Lin, Guido Gerig

Proceedings of the Medical Imaging 2010: Image Processing, 2010

Image Registration Driven by Combined Probabilistic and Geometric Descriptors.

Linh K. Ha, Marcel Prastawa, Guido Gerig, John H. Gilmore, Cláudio T. Silva, Sarang C. Joshi

Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010

A new framework for analyzing white matter maturation in early brain development.

Marcel Prastawa, Neda Sadeghi, John H. Gilmore, Weili Lin, Guido Gerig

Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010

2009

Simulation of brain tumors in MR images for evaluation of segmentation efficacy.

Marcel Prastawa, Elizabeth Bullitt, Guido Gerig

Medical Image Anal., 2009

Constrained Data Decomposition and Regression for Analyzing Healthy Aging from Fiber Tract Diffusion Properties.

Sylvain Gouttard, Marcel Prastawa, Elizabeth Bullitt, Weili Lin, Casey Goodlett, Guido Gerig

Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009

2008

Assessment of Reliability of Multi-site Neuroimaging Via Traveling Phantom Study.

Sylvain Gouttard, Martin Styner, Marcel Prastawa, Joseph Piven, Guido Gerig

Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008

Brain Lesion Segmentation through Physical Model Estimation.

Marcel Prastawa, Guido Gerig

Proceedings of the Advances in Visual Computing, 4th International Symposium, 2008

Evaluation of Brain MRI Alignment with the Robust Hausdorff Distance Measures.

Andriy Fedorov, Eric Billet, Marcel Prastawa, Guido Gerig, Alireza Radmanesh, Simon K. Warfield, Ron Kikinis, Nikos Chrisochoides

Proceedings of the Advances in Visual Computing, 4th International Symposium, 2008

2007

An MRI Segmentation Framework for Brains with Anatomical Deviations.

Marcel Prastawa

PhD thesis, 2007

2006

Multi-modal image set registration and atlas formation.

Peter Lorenzen, Marcel Prastawa, Brad Davis, Guido Gerig, Elizabeth Bullitt, Sarang C. Joshi

Medical Image Anal., 2006

2005

Automatic segmentation of MR images of the developing newborn brain.

Marcel Prastawa, John H. Gilmore, Weili Lin, Guido Gerig

Medical Image Anal., 2005

Synthetic Ground Truth for Validation of Brain Tumor MRI Segmentation.

Marcel Prastawa, Elizabeth Bullitt, Guido Gerig

Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2005

Effects of Healthy Aging Measured By Intracranial Compartment Volumes Using a Designed MR Brain Database.

Bénédicte Mortamet, Donglin Zeng, Guido Gerig, Marcel Prastawa, Elizabeth Bullitt

Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2005

2004

A brain tumor segmentation framework based on outlier detection.

Marcel Prastawa, Elizabeth Bullitt, Sean Ho, Guido Gerig

Medical Image Anal., 2004

Automatic Segmentation of Neonatal Brain MRI.

Marcel Prastawa, John H. Gilmore, Weili Lin, Guido Gerig

Proceedings of the Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2004, 2004

2003

Robust Estimation for Brain Tumor Segmentation.

Marcel Prastawa, Elizabeth Bullitt, Sean Ho, Guido Gerig

Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2003

Assessing Early Brain Development in Neonates by Segmentation of High-Resolution 3T MRI.

Guido Gerig, Marcel Prastawa, Weili Lin, John H. Gilmore

Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2003