Assessing Early Brain Development in Neonates by Segmentation of High-Resolution 3T MRI. - Guido Gerig; Marcel Prastawa; Weili Lin; John H. Gilmore (MICCAI (2), 2003)

Robust Estimation for Brain Tumor Segmentation. - Marcel Prastawa; Elizabeth Bullitt; Sean Ho; Guido Gerig (MICCAI (2), 2003)

Automatic Segmentation of Neonatal Brain MRI. - Marcel Prastawa; John H. Gilmore; Weili Lin; Guido Gerig (MICCAI (1), 2004)

A brain tumor segmentation framework based on outlier detection. - Marcel Prastawa; Elizabeth Bullitt; Sean Ho; Guido Gerig (Medical Image Anal., 2004)

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 (MICCAI, 2005)

Synthetic Ground Truth for Validation of Brain Tumor MRI Segmentation. - Marcel Prastawa; Elizabeth Bullitt; Guido Gerig (MICCAI, 2005)

Automatic segmentation of MR images of the developing newborn brain. - Marcel Prastawa; John H. Gilmore; Weili Lin; Guido Gerig (Medical Image Anal., 2005)

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)

An MRI Segmentation Framework for Brains with Anatomical Deviations. - Marcel Prastawa (2007)

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 (ISVC (1), 2008)

Brain Lesion Segmentation through Physical Model Estimation. - Marcel Prastawa; Guido Gerig (ISVC (1), 2008)

Assessment of Reliability of Multi-site Neuroimaging Via Traveling Phantom Study. - Sylvain Gouttard; Martin Styner; Marcel Prastawa; Joseph Piven; Guido Gerig (MICCAI (2), 2008)

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 (MICCAI (1), 2009)

Simulation of brain tumors in MR images for evaluation of segmentation efficacy. - Marcel Prastawa; Elizabeth Bullitt; Guido Gerig (Medical Image Anal., 2009)

A new framework for analyzing white matter maturation in early brain development. - Marcel Prastawa; Neda Sadeghi; John H. Gilmore; Weili Lin; Guido Gerig (ISBI, 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 (MICCAI (2), 2010)

Towards analysis of growth trajectory through multimodal longitudinal MR imaging. - Neda Sadeghi; Marcel Prastawa; John H. Gilmore; Weili Lin; Guido Gerig (Image Processing, 2010)

Optimal Data-Driven Sparse Parameterization of Diffeomorphisms for Population Analysis. - Sandy Durrleman; Marcel Prastawa; Guido Gerig; Sarang C. Joshi (IPMI, 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)

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 (ISBI, 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 (ISBI, 2012)

Segmentation of serial MRI of TBI patients using personalized atlas construction and topological change estimation. - Bo Wang 019; Marcel Prastawa; Suyash P. Awate; Andrei Irimia; Micah C. Chambers; Paul M. Vespa; John D. Van Horn; Guido Gerig (ISBI, 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 (MICCAI (3), 2012)

Analysis of Longitudinal Shape Variability via Subject Specific Growth Modeling. - James Fishbaugh; Marcel Prastawa; Stanley Durrleman; Joseph Piven; Guido Gerig (MICCAI (1), 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 (MCV, 2012)

A patient-specific segmentation framework for longitudinal MR images of traumatic brain injury. - Bo Wang 019; Marcel Prastawa; Andrei Irimia; Micah C. Chambers; Paul M. Vespa; John D. Van Horn; Guido Gerig (Image Processing, 2012)

Building spatiotemporal anatomical models using joint 4-D segmentation, registration, and subject-specific atlas estimation. - Marcel Prastawa; Suyash P. Awate; Guido Gerig (MMBIA, 2012)

Geodesic Image Regression with a Sparse Parameterization of Diffeomorphisms. - James Fishbaugh; Marcel Prastawa; Guido Gerig; Stanley Durrleman (GSI, 2013)

Geodesic Shape Regression in the Framework of Currents. - James Fishbaugh; Marcel Prastawa; Guido Gerig; Stanley Durrleman (IPMI, 2013)

Multivariate modeling of longitudinal MRI in early brain development with confidence measures. - Neda Sadeghi; Marcel Prastawa; P. Thomas Fletcher; Clement Vachet; Bo Wang 019; John H. Gilmore; Guido Gerig (ISBI, 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 (ISBI, 2013)

Analyzing imaging biomarkers for traumatic brain injury using 4d modeling of longitudinal MRI. - Bo Wang 019; Marcel Prastawa; Andrei Irimia; Micah C. Chambers; Neda Sadeghi; Paul M. Vespa; John D. Van Horn; Guido Gerig (ISBI, 2013)

Modeling 4D Changes in Pathological Anatomy Using Domain Adaptation: Analysis of TBI Imaging Using a Tumor Database. - Bo Wang 019; Marcel Prastawa; Avishek Saha; Suyash P. Awate; Andrei Irimia; Micah C. Chambers; Paul M. Vespa; John D. Van Horn; Valerio Pascucci; Guido Gerig (MBIA, 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)

Geodesic regression of image and shape data for improved modeling of 4D trajectories. - James Fishbaugh; Marcel Prastawa; Guido Gerig; Stanley Durrleman (ISBI, 2014)

A joint framework for 4D segmentation and estimation of smooth temporal appearance changes. - Yang Gao 031; Marcel Prastawa; Martin Styner; Joseph Piven; Guido Gerig (ISBI, 2014)

4D active cut: An interactive tool for pathological anatomy modeling. - Bo Wang 019; Wei Liu 036; Marcel Prastawa; Andrei Irimia; Paul M. Vespa; John D. Van Horn; P. Thomas Fletcher; Guido Gerig (ISBI, 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 (MICCAI (3), 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 (STIA, 2014)

Characterizing growth patterns in longitudinal MRI using image contrast. - Avantika Vardhan; Marcel Prastawa; Clement Vachet; Joseph Piven; Guido Gerig (Image Processing, 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)

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 (Image Processing, 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; et al. (IEEE Trans. Medical Imaging, 2015)

Modeling 4D pathological changes by leveraging normative models. - Bo Wang 019; Marcel Prastawa; Andrei Irimia; Avishek Saha; Wei Liu 036; Sheng-Yang M. Goh; Paul M. Vespa; John D. Van Horn; Guido Gerig (Comput. Vis. Image Underst., 2016)

Data-Driven Rank Aggregation with Application to Grand Challenges. - James Fishbaugh; Marcel Prastawa; Bo Wang 019; Patrick Reynolds; Stephen R. Aylward; Guido Gerig (MICCAI (2), 2017)

Geodesic shape regression with multiple geometries and sparse parameters. - James Fishbaugh; Stanley Durrleman; Marcel Prastawa; Guido Gerig (Medical Image Anal., 2017)

Ensemble Network for Region Identification in Breast Histopathology Slides. - Bahram Marami; Marcel Prastawa; Monica Chan; Michael J. Donovan; Gerardo Fernandez; Jack Zeineh (ICIAR, 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; et al. (CoRR, 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 001; András Jakab; Stefan Bauer; Markus Rempfler; Alessandro Crimi; Russell Takeshi Shinohara; Christoph Berger; Sung Min Ha; Martin Rozycki; Marcel Prastawa; Esther Alberts; 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; et al. (Medical Image Anal., 2019)