Marcel Prastawa

Publication Activity (10 Years)

Years Active: 2003-2019
Publications (10 Years): 7

Top Topics

Confidence Measures

Brain Tumor Segmentation

Shape Variability

Top Venues

Medical Imaging: Image Processing

Medical Image Anal.

Publications

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
BACH: Grand challenge on breast cancer histology images. Medical Image Anal. 56 (2019)
Bahram Marami, Marcel Prastawa, Monica Chan, Michael J. Donovan, Gerardo Fernandez, Jack Zeineh
Ensemble Network for Region Identification in Breast Histopathology Slides. ICIAR (2018)
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
BACH: Grand Challenge on Breast Cancer Histology Images. CoRR (2018)
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.
Identifying the Best Machine Learning Algorithms for Brain Tumor Segmentation, Progression Assessment, and Overall Survival Prediction in the BRATS Challenge. CoRR (2018)
James Fishbaugh, Marcel Prastawa, Bo Wang, Patrick Reynolds, Stephen R. Aylward, Guido Gerig
Data-Driven Rank Aggregation with Application to Grand Challenges. MICCAI (2) (2017)
James Fishbaugh, Stanley Durrleman, Marcel Prastawa, Guido Gerig
Geodesic shape regression with multiple geometries and sparse parameters. Medical Image Anal. 39 (2017)
Bo Wang, Marcel Prastawa, Andrei Irimia, Avishek Saha, Wei Liu, Sheng-Yang M. Goh, Paul M. Vespa, John D. Van Horn, Guido Gerig
Modeling 4D pathological changes by leveraging normative models. Comput. Vis. Image Underst. 151 (2016)
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 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
The Multimodal Brain Tumor Image Segmentation Benchmark (BRATS). IEEE Trans. Medical Imaging 34 (10) (2015)
Marie Cherel, François Budin, Marcel Prastawa, Guido Gerig, Kevin Lee, Claudia Buss, Amanda Lyall, Kirsten Zaldarriaga Consing, Martin Styner
Automatic tissue segmentation of neonate brain MR Images with subject-specific atlases. Medical Imaging: Image Processing (2015)
Avantika Vardhan, Marcel Prastawa, Neda Sadeghi, Clement Vachet, Joseph Piven, Guido Gerig
Joint Longitudinal Modeling of Brain Appearance in Multimodal MRI for the Characterization of Early Brain Developmental Processes. STIA (2014)
James Fishbaugh, Marcel Prastawa, Guido Gerig, Stanley Durrleman
Geodesic regression of image and shape data for improved modeling of 4D trajectories. ISBI (2014)
Yang Gao, Marcel Prastawa, Martin Styner, Joseph Piven, Guido Gerig
A joint framework for 4D segmentation and estimation of smooth temporal appearance changes. ISBI (2014)
Stanley Durrleman, Marcel Prastawa, Nicolas Charon, Julie R. Korenberg, Sarang C. Joshi, Guido Gerig, Alain Trouvé
Morphometry of anatomical shape complexes with dense deformations and sparse parameters. NeuroImage 101 (2014)
Neda Sadeghi, P. Thomas Fletcher, Marcel Prastawa, John H. Gilmore, Guido Gerig
Subject-Specific Prediction Using Nonlinear Population Modeling: Application to Early Brain Maturation from DTI. MICCAI (3) (2014)
Avantika Vardhan, Marcel Prastawa, Clement Vachet, Joseph Piven, Guido Gerig
Characterizing growth patterns in longitudinal MRI using image contrast. Medical Imaging: Image Processing (2014)
Bo Wang, Wei Liu, Marcel Prastawa, Andrei Irimia, Paul M. Vespa, John D. Van Horn, P. Thomas Fletcher, Guido Gerig
4D active cut: An interactive tool for pathological anatomy modeling. ISBI (2014)
Bo Wang, Marcel Prastawa, Andrei Irimia, Micah C. Chambers, Neda Sadeghi, Paul M. Vespa, John D. Van Horn, Guido Gerig
Analyzing imaging biomarkers for traumatic brain injury using 4d modeling of longitudinal MRI. ISBI (2013)
James Fishbaugh, Marcel Prastawa, Guido Gerig, Stanley Durrleman
Geodesic Shape Regression in the Framework of Currents. IPMI (2013)
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
Modeling 4D Changes in Pathological Anatomy Using Domain Adaptation: Analysis of TBI Imaging Using a Tumor Database. MBIA (2013)
Neda Sadeghi, Marcel Prastawa, P. Thomas Fletcher, Jason Wolff, John H. Gilmore, Guido Gerig
Regional characterization of longitudinal DT-MRI to study white matter maturation of the early developing brain. NeuroImage 68 (2013)
James Fishbaugh, Marcel Prastawa, Guido Gerig, Stanley Durrleman
Geodesic Image Regression with a Sparse Parameterization of Diffeomorphisms. GSI (2013)
Avantika Vardhan, Marcel Prastawa, Anuja Sharma, Joseph Piven, Guido Gerig
Modeling longitudinal MRI changes in populations using a localized, information-theoretic measure of contrast. ISBI (2013)
Neda Sadeghi, Marcel Prastawa, P. Thomas Fletcher, Clement Vachet, Bo Wang, John H. Gilmore, Guido Gerig
Multivariate modeling of longitudinal MRI in early brain development with confidence measures. ISBI (2013)
Marcel Prastawa, Suyash P. Awate, Guido Gerig
Building spatiotemporal anatomical models using joint 4-D segmentation, registration, and subject-specific atlas estimation. MMBIA (2012)
Bo Wang, Marcel Prastawa, Suyash P. Awate, Andrei Irimia, Micah C. Chambers, Paul M. Vespa, John D. Van Horn, Guido Gerig
Segmentation of serial MRI of TBI patients using personalized atlas construction and topological change estimation. ISBI (2012)
Neda Sadeghi, Marcel Prastawa, P. Thomas Fletcher, John H. Gilmore, Weili Lin, Guido Gerig
Statistical growth modeling of longitudinal DT-MRI for regional characterization of early brain development. ISBI (2012)
Ezequiel Geremia, Bjoern H. Menze, Marcel Prastawa, Marc-André Weber, Antonio Criminisi, Nicholas Ayache
Brain Tumor Cell Density Estimation from Multi-modal MR Images Based on a Synthetic Tumor Growth Model. MCV (2012)
Stanley Durrleman, Marcel Prastawa, Julie R. Korenberg, Sarang C. Joshi, Alain Trouvé, Guido Gerig
Topology Preserving Atlas Construction from Shape Data without Correspondence Using Sparse Parameters. MICCAI (3) (2012)
Avantika Vardhan, Marcel Prastawa, Sylvain Gouttard, Joseph Piven, Guido Gerig
Quantifying regional growth patterns through longitudinal analysis of distances between multimodal MR intensity distributions. ISBI (2012)
James Fishbaugh, Marcel Prastawa, Stanley Durrleman, Joseph Piven, Guido Gerig
Analysis of Longitudinal Shape Variability via Subject Specific Growth Modeling. MICCAI (1) (2012)
Bo Wang, Marcel Prastawa, Andrei Irimia, Micah C. Chambers, Paul M. Vespa, John D. Van Horn, Guido Gerig
A patient-specific segmentation framework for longitudinal MR images of traumatic brain injury. Medical Imaging: Image Processing (2012)
Linh K. Ha, Marcel Prastawa, Guido Gerig, John H. Gilmore, Cláudio T. Silva, Sarang C. Joshi
Efficient Probabilistic and Geometric Anatomical Mapping Using Particle Mesh Approximation on GPUs. Int. J. Biomed. Imaging 2011 (2011)
Sandy Durrleman, Marcel Prastawa, Guido Gerig, Sarang C. Joshi
Optimal Data-Driven Sparse Parameterization of Diffeomorphisms for Population Analysis. IPMI (2011)
Linh K. Ha, Marcel Prastawa, Guido Gerig, John H. Gilmore, Cláudio T. Silva, Sarang C. Joshi
Image Registration Driven by Combined Probabilistic and Geometric Descriptors. MICCAI (2) (2010)
Neda Sadeghi, Marcel Prastawa, John H. Gilmore, Weili Lin, Guido Gerig
Towards analysis of growth trajectory through multimodal longitudinal MR imaging. Medical Imaging: Image Processing (2010)
Marcel Prastawa, Neda Sadeghi, John H. Gilmore, Weili Lin, Guido Gerig
A new framework for analyzing white matter maturation in early brain development. ISBI (2010)
Sylvain Gouttard, Marcel Prastawa, Elizabeth Bullitt, Weili Lin, Casey Goodlett, Guido Gerig
Constrained Data Decomposition and Regression for Analyzing Healthy Aging from Fiber Tract Diffusion Properties. MICCAI (1) (2009)
Marcel Prastawa, Elizabeth Bullitt, Guido Gerig
Simulation of brain tumors in MR images for evaluation of segmentation efficacy. Medical Image Anal. 13 (2) (2009)
Sylvain Gouttard, Martin Styner, Marcel Prastawa, Joseph Piven, Guido Gerig
Assessment of Reliability of Multi-site Neuroimaging Via Traveling Phantom Study. MICCAI (2) (2008)
Marcel Prastawa, Guido Gerig
Brain Lesion Segmentation through Physical Model Estimation. ISVC (1) (2008)
Andriy Fedorov, Eric Billet, Marcel Prastawa, Guido Gerig, Alireza Radmanesh, Simon K. Warfield, Ron Kikinis, Nikos Chrisochoides
Evaluation of Brain MRI Alignment with the Robust Hausdorff Distance Measures. ISVC (1) (2008)
Peter Lorenzen, Marcel Prastawa, Brad Davis, Guido Gerig, Elizabeth Bullitt, Sarang C. Joshi
Multi-modal image set registration and atlas formation. Medical Image Anal. 10 (3) (2006)
Marcel Prastawa, John H. Gilmore, Weili Lin, Guido Gerig
Automatic segmentation of MR images of the developing newborn brain. Medical Image Anal. 9 (5) (2005)
Bénédicte Mortamet, Donglin Zeng, Guido Gerig, Marcel Prastawa, Elizabeth Bullitt
Effects of Healthy Aging Measured By Intracranial Compartment Volumes Using a Designed MR Brain Database. MICCAI (2005)
Marcel Prastawa, Elizabeth Bullitt, Guido Gerig
Synthetic Ground Truth for Validation of Brain Tumor MRI Segmentation. MICCAI (2005)
Marcel Prastawa, John H. Gilmore, Weili Lin, Guido Gerig
Automatic Segmentation of Neonatal Brain MRI. MICCAI (1) (2004)
Marcel Prastawa, Elizabeth Bullitt, Sean Ho, Guido Gerig
A brain tumor segmentation framework based on outlier detection. Medical Image Anal. 8 (3) (2004)
Guido Gerig, Marcel Prastawa, Weili Lin, John H. Gilmore
Assessing Early Brain Development in Neonates by Segmentation of High-Resolution 3T MRI. MICCAI (2) (2003)
Marcel Prastawa, Elizabeth Bullitt, Sean Ho, Guido Gerig
Robust Estimation for Brain Tumor Segmentation. MICCAI (2) (2003)