Marcel Prastawa

50 papers A 2B 4Journal 13Unranked 30

Year	Rank	Type	Title / Venue / Authors
2019	J	`jnl`	BACH: Grand challenge on breast cancer histology images. Medical Image Anal. 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
2018	J	`jnl`	BACH: Grand Challenge on Breast Cancer Histology Images. CoRR 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
2018	—	`conf`	Ensemble Network for Region Identification in Breast Histopathology Slides. ICIAR Bahram Marami, Marcel Prastawa, Monica Chan, Michael J. Donovan, Gerardo Fernandez, Jack Zeineh
2018	J	`jnl`	Identifying the Best Machine Learning Algorithms for Brain Tumor Segmentation, Progression Assessment, and Overall Survival Prediction in the BRATS Challenge. CoRR 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.
2017	—	`conf`	Data-Driven Rank Aggregation with Application to Grand Challenges. MICCAI (2) James Fishbaugh, Marcel Prastawa, Bo Wang, Patrick Reynolds, Stephen R. Aylward, Guido Gerig
2017	J	`jnl`	Geodesic shape regression with multiple geometries and sparse parameters. Medical Image Anal. James Fishbaugh, Stanley Durrleman, Marcel Prastawa, Guido Gerig
2016	J	`jnl`	Modeling 4D pathological changes by leveraging normative models. Comput. Vis. Image Underst. Bo Wang, Marcel Prastawa, Andrei Irimia, Avishek Saha, Wei Liu, Sheng-Yang M. Goh, Paul M. Vespa, John D. Van Horn, Guido Gerig
2015	B	`conf`	Automatic tissue segmentation of neonate brain MR Images with subject-specific atlases. Image Processing Marie Cherel, François Budin, Marcel Prastawa, Guido Gerig, Kevin Lee, Claudia Buss, Amanda Lyall, Kirsten Zaldarriaga Consing, Martin Styner
2015	J	`jnl`	The Multimodal Brain Tumor Image Segmentation Benchmark (BRATS). IEEE Trans. Medical Imaging 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
2014	—	`conf`	4D active cut: An interactive tool for pathological anatomy modeling. ISBI Bo Wang, Wei Liu, Marcel Prastawa, Andrei Irimia, Paul M. Vespa, John D. Van Horn, P. Thomas Fletcher, Guido Gerig
2014	—	`conf`	A joint framework for 4D segmentation and estimation of smooth temporal appearance changes. ISBI Yang Gao, Marcel Prastawa, Martin Styner, Joseph Piven, Guido Gerig
2014	B	`conf`	Characterizing growth patterns in longitudinal MRI using image contrast. Image Processing Avantika Vardhan, Marcel Prastawa, Clement Vachet, Joseph Piven, Guido Gerig
2014	—	`conf`	Geodesic regression of image and shape data for improved modeling of 4D trajectories. ISBI James Fishbaugh, Marcel Prastawa, Guido Gerig, Stanley Durrleman
2014	—	`conf`	Joint Longitudinal Modeling of Brain Appearance in Multimodal MRI for the Characterization of Early Brain Developmental Processes. STIA Avantika Vardhan, Marcel Prastawa, Neda Sadeghi, Clement Vachet, Joseph Piven, Guido Gerig
2014	J	`jnl`	Morphometry of anatomical shape complexes with dense deformations and sparse parameters. NeuroImage Stanley Durrleman, Marcel Prastawa, Nicolas Charon, Julie R. Korenberg, Sarang C. Joshi, Guido Gerig, Alain Trouvé
2014	—	`conf`	Subject-Specific Prediction Using Nonlinear Population Modeling: Application to Early Brain Maturation from DTI. MICCAI (3) Neda Sadeghi, P. Thomas Fletcher, Marcel Prastawa, John H. Gilmore, Guido Gerig
2013	—	`conf`	Analyzing imaging biomarkers for traumatic brain injury using 4d modeling of longitudinal MRI. ISBI Bo Wang, Marcel Prastawa, Andrei Irimia, Micah C. Chambers, Neda Sadeghi, Paul M. Vespa, John D. Van Horn, Guido Gerig
2013	—	`conf`	Geodesic Image Regression with a Sparse Parameterization of Diffeomorphisms. GSI James Fishbaugh, Marcel Prastawa, Guido Gerig, Stanley Durrleman
2013	—	`conf`	Geodesic Shape Regression in the Framework of Currents. IPMI James Fishbaugh, Marcel Prastawa, Guido Gerig, Stanley Durrleman
2013	—	`conf`	Modeling 4D Changes in Pathological Anatomy Using Domain Adaptation: Analysis of TBI Imaging Using a Tumor Database. MBIA 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
2013	—	`conf`	Modeling longitudinal MRI changes in populations using a localized, information-theoretic measure of contrast. ISBI Avantika Vardhan, Marcel Prastawa, Anuja Sharma, Joseph Piven, Guido Gerig
2013	—	`conf`	Multivariate modeling of longitudinal MRI in early brain development with confidence measures. ISBI Neda Sadeghi, Marcel Prastawa, P. Thomas Fletcher, Clement Vachet, Bo Wang, John H. Gilmore, Guido Gerig
2013	J	`jnl`	Regional characterization of longitudinal DT-MRI to study white matter maturation of the early developing brain. NeuroImage Neda Sadeghi, Marcel Prastawa, P. Thomas Fletcher, Jason Wolff, John H. Gilmore, Guido Gerig
2012	B	`conf`	A patient-specific segmentation framework for longitudinal MR images of traumatic brain injury. Image Processing Bo Wang, Marcel Prastawa, Andrei Irimia, Micah C. Chambers, Paul M. Vespa, John D. Van Horn, Guido Gerig
2012	—	`conf`	Analysis of Longitudinal Shape Variability via Subject Specific Growth Modeling. MICCAI (1) James Fishbaugh, Marcel Prastawa, Stanley Durrleman, Joseph Piven, Guido Gerig
2012	—	`conf`	Brain Tumor Cell Density Estimation from Multi-modal MR Images Based on a Synthetic Tumor Growth Model. MCV Ezequiel Geremia, Bjoern H. Menze, Marcel Prastawa, Marc-André Weber, Antonio Criminisi, Nicholas Ayache
2012	—	`conf`	Building spatiotemporal anatomical models using joint 4-D segmentation, registration, and subject-specific atlas estimation. MMBIA Marcel Prastawa, Suyash P. Awate, Guido Gerig
2012	—	`conf`	Quantifying regional growth patterns through longitudinal analysis of distances between multimodal MR intensity distributions. ISBI Avantika Vardhan, Marcel Prastawa, Sylvain Gouttard, Joseph Piven, Guido Gerig
2012	—	`conf`	Segmentation of serial MRI of TBI patients using personalized atlas construction and topological change estimation. ISBI Bo Wang, Marcel Prastawa, Suyash P. Awate, Andrei Irimia, Micah C. Chambers, Paul M. Vespa, John D. Van Horn, Guido Gerig
2012	—	`conf`	Statistical growth modeling of longitudinal DT-MRI for regional characterization of early brain development. ISBI Neda Sadeghi, Marcel Prastawa, P. Thomas Fletcher, John H. Gilmore, Weili Lin, Guido Gerig
2012	—	`conf`	Topology Preserving Atlas Construction from Shape Data without Correspondence Using Sparse Parameters. MICCAI (3) Stanley Durrleman, Marcel Prastawa, Julie R. Korenberg, Sarang C. Joshi, Alain Trouvé, Guido Gerig
2011	J	`jnl`	Efficient Probabilistic and Geometric Anatomical Mapping Using Particle Mesh Approximation on GPUs. Int. J. Biomed. Imaging Linh K. Ha, Marcel Prastawa, Guido Gerig, John H. Gilmore, Cláudio T. Silva, Sarang C. Joshi
2011	—	`conf`	Optimal Data-Driven Sparse Parameterization of Diffeomorphisms for Population Analysis. IPMI Sandy Durrleman, Marcel Prastawa, Guido Gerig, Sarang C. Joshi
2010	—	`conf`	A new framework for analyzing white matter maturation in early brain development. ISBI Marcel Prastawa, Neda Sadeghi, John H. Gilmore, Weili Lin, Guido Gerig
2010	—	`conf`	Image Registration Driven by Combined Probabilistic and Geometric Descriptors. MICCAI (2) Linh K. Ha, Marcel Prastawa, Guido Gerig, John H. Gilmore, Cláudio T. Silva, Sarang C. Joshi
2010	B	`conf`	Towards analysis of growth trajectory through multimodal longitudinal MR imaging. Image Processing Neda Sadeghi, Marcel Prastawa, John H. Gilmore, Weili Lin, Guido Gerig
2009	—	`conf`	Constrained Data Decomposition and Regression for Analyzing Healthy Aging from Fiber Tract Diffusion Properties. MICCAI (1) Sylvain Gouttard, Marcel Prastawa, Elizabeth Bullitt, Weili Lin, Casey Goodlett, Guido Gerig
2009	J	`jnl`	Simulation of brain tumors in MR images for evaluation of segmentation efficacy. Medical Image Anal. Marcel Prastawa, Elizabeth Bullitt, Guido Gerig
2008	—	`conf`	Assessment of Reliability of Multi-site Neuroimaging Via Traveling Phantom Study. MICCAI (2) Sylvain Gouttard, Martin Styner, Marcel Prastawa, Joseph Piven, Guido Gerig
2008	—	`conf`	Brain Lesion Segmentation through Physical Model Estimation. ISVC (1) Marcel Prastawa, Guido Gerig
2008	—	`conf`	Evaluation of Brain MRI Alignment with the Robust Hausdorff Distance Measures. ISVC (1) Andriy Fedorov, Eric Billet, Marcel Prastawa, Guido Gerig, Alireza Radmanesh, Simon K. Warfield, Ron Kikinis, Nikos Chrisochoides
2007	—	`—`	An MRI Segmentation Framework for Brains with Anatomical Deviations. Marcel Prastawa
2006	J	`jnl`	Multi-modal image set registration and atlas formation. Medical Image Anal. Peter Lorenzen, Marcel Prastawa, Brad Davis, Guido Gerig, Elizabeth Bullitt, Sarang C. Joshi
2005	J	`jnl`	Automatic segmentation of MR images of the developing newborn brain. Medical Image Anal. Marcel Prastawa, John H. Gilmore, Weili Lin, Guido Gerig
2005	A	`conf`	Effects of Healthy Aging Measured By Intracranial Compartment Volumes Using a Designed MR Brain Database. MICCAI Bénédicte Mortamet, Donglin Zeng, Guido Gerig, Marcel Prastawa, Elizabeth Bullitt
2005	A	`conf`	Synthetic Ground Truth for Validation of Brain Tumor MRI Segmentation. MICCAI Marcel Prastawa, Elizabeth Bullitt, Guido Gerig
2004	J	`jnl`	A brain tumor segmentation framework based on outlier detection. Medical Image Anal. Marcel Prastawa, Elizabeth Bullitt, Sean Ho, Guido Gerig
2004	—	`conf`	Automatic Segmentation of Neonatal Brain MRI. MICCAI (1) Marcel Prastawa, John H. Gilmore, Weili Lin, Guido Gerig
2003	—	`conf`	Assessing Early Brain Development in Neonates by Segmentation of High-Resolution 3T MRI. MICCAI (2) Guido Gerig, Marcel Prastawa, Weili Lin, John H. Gilmore
2003	—	`conf`	Robust Estimation for Brain Tumor Segmentation. MICCAI (2) Marcel Prastawa, Elizabeth Bullitt, Sean Ho, Guido Gerig