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)

Ensemble Network for Region Identification in Breast Histopathology Slides - Bahram Marami; Marcel Prastawa; Monica Chan; Michael J. Donovan; Gerardo Fernandez; Jack Zeineh (Image Analysis and Recognition - 15th International Conference, ICIAR 2018, Póvoa de Varzim, Portugal, June 27-29, 2018, Proceedings, 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; 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)

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 (Medical Image Computing and Computer Assisted Intervention - MICCAI 2017 - 20th International Conference, Quebec City, QC, Canada, September 11-13, 2017, Proceedings, Part II, 2017)

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)

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)

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 (Medical Imaging 2015: Image Processing, Orlando, Florida, USA, February 24-26, 2015, 2015)

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)

Geodesic regression of image and shape data for improved modeling of 4D trajectories - James Fishbaugh; Marcel Prastawa; Guido Gerig; Stanley Durrleman (IEEE 11th International Symposium on Biomedical Imaging, ISBI 2014, April 29 - May 2, 2014, Beijing, Chin, Beijing, China, 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 (IEEE 11th International Symposium on Biomedical Imaging, ISBI 2014, April 29 - May 2, 2014, Beijing, Chin, Beijing, China, 2014)

A joint framework for 4D segmentation and estimation of smooth temporal appearance changes - Yang Gao; Marcel Prastawa; Martin Styner; Joseph Piven; Guido Gerig (IEEE 11th International Symposium on Biomedical Imaging, ISBI 2014, April 29 - May 2, 2014, Beijing, Chin, Beijing, China, 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 (Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014 - 17th International Conference, Boston, MA, USA, September 14-18, 2014, Proceedings, Part III, 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 (Spatio-temporal Image Analysis for Longitudinal and Time-Series Image Data - Third International Workshop, STIA 2014, Held in Conjunction with MICCAI 2014, Boston, MA, USA, September 18, 2014, Revised Selected Papers, 2014)

Characterizing growth patterns in longitudinal MRI using image contrast - Avantika Vardhan; Marcel Prastawa; Clement Vachet; Joseph Piven; Guido Gerig (Medical Imaging 2014: Image Processing, San Diego, California, USA, February 16-18, 2014, 2014)

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 Image Regression with a Sparse Parameterization of Diffeomorphisms - James Fishbaugh; Marcel Prastawa; Guido Gerig; Stanley Durrleman (Geometric Science of Information - First International Conference, GSI 2013, Paris, France, August 28-30, 2013. Proceedings, 2013)

Geodesic Shape Regression in the Framework of Currents - James Fishbaugh; Marcel Prastawa; Guido Gerig; Stanley Durrleman (Information Processing in Medical Imaging - 23rd International Conference, IPMI 2013, Asilomar, CA, USA, June 28-July 3, 2013. Proceedings, 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 (10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI 2013, 7-11 April, 2013, San Francisco, CA, USA, Proceedings, 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 (10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI 2013, 7-11 April, 2013, San Francisco, CA, USA, Proceedings, 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 (10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI 2013, 7-11 April, 2013, San Francisco, CA, USA, Proceedings, 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 (Multimodal Brain Image Analysis - Third International Workshop, MBIA 2013, Held in Conjunction with MICCAI 2013, Nagoya, Japan, September 22, 2013, Proceedings, 2013)

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 (9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI 2012, May 2-5, 2012, Barcelona, Spain, Proceedings, 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 (9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI 2012, May 2-5, 2012, Barcelona, Spain, Proceedings, 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 (9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI 2012, May 2-5, 2012, Barcelona, Spain, Proceedings, 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 (Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012 - 15th International Conference, Nice, France, October 1-5, 2012, Proceedings, Part III, 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 (Medical Computer Vision. Recognition Techniques and Applications in Medical Imaging - Second International MICCAI Workshop, MCV 2012, Nice, France, October 5, 2012, Revised Selected Papers, 2012)

Analysis of Longitudinal Shape Variability via Subject Specific Growth Modeling - James Fishbaugh; Marcel Prastawa; Stanley Durrleman; Joseph Piven; Guido Gerig (Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012 - 15th International Conference, Nice, France, October 1-5, 2012, Proceedings, Part I, 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 (Medical Imaging 2012: Image Processing, San Diego, California, USA, February 4, 2012, 2012)

Building spatiotemporal anatomical models using joint 4-D segmentation, registration, and subject-specific atlas estimation - Marcel Prastawa; Suyash P. Awate; Guido Gerig (2012 IEEE Workshop on Mathematical Methods in Biomedical Image Analysis, MMBIA 2012, Breckenridge, CO, USA, January 9-10, 2012, 2012)

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 (Information Processing in Medical Imaging - 22nd International Conference, IPMI 2011, Kloster Irsee, Germany, July 3-8, 2011. Proceedings, 2011)

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, Rotterdam, The Netherlands, 14-17 April, 2010, 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 (Medical Image Computing and Computer-Assisted Intervention - MICCAI 2010, 13th International Conference, Beijing, China, September 20-24, 2010, Proceedings, Part II, 2010)

Towards analysis of growth trajectory through multimodal longitudinal MR imaging - Neda Sadeghi; Marcel Prastawa; John H. Gilmore; Weili Lin; Guido Gerig (Medical Imaging 2010: Image Processing, San Diego, California, USA, February 14-16, 2010, 2010)

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 (Medical Image Computing and Computer-Assisted Intervention - MICCAI 2009, 12th International Conference, London, UK, September 20-24, 2009, Proceedings, Part I, 2009)

Brain Lesion Segmentation through Physical Model Estimation - Marcel Prastawa; Guido Gerig (Advances in Visual Computing, 4th International Symposium, ISVC 2008, Las Vegas, NV, USA, December 1-3, 2008. Proceedings, Part I, 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 (Advances in Visual Computing, 4th International Symposium, ISVC 2008, Las Vegas, NV, USA, December 1-3, 2008. Proceedings, Part I, 2008)

Assessment of Reliability of Multi-site Neuroimaging Via Traveling Phantom Study - Sylvain Gouttard; Martin Styner; Marcel Prastawa; Joseph Piven; Guido Gerig (Medical Image Computing and Computer-Assisted Intervention - MICCAI 2008, 11th International Conference, New York, NY, USA, September 6-10, 2008, Proceedings, Part II, 2008)

An MRI Segmentation Framework for Brains with Anatomical Deviations - Marcel Prastawa (University of North Carolina, Chapel Hill, USA, 2007)

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)

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 (Medical Image Computing and Computer-Assisted Intervention - MICCAI 2005, 8th International Conference, Palm Springs, CA, USA, October 26-29, 2005, Proceedings, Part I, 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 (Medical Image Computing and Computer-Assisted Intervention - MICCAI 2005, 8th International Conference, Palm Springs, CA, USA, October 26-29, 2005, Proceedings, Part I, 2005)

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 (Medical Image Computing and Computer-Assisted Intervention – MICCAI 2004, 7th International Conference Saint-Malo, France, September 26-29, 2004, Proceedings, Part I, 2004)

Robust Estimation for Brain Tumor Segmentation - Marcel Prastawa; Elizabeth Bullitt; Sean Ho; Guido Gerig (Medical Image Computing and Computer-Assisted Intervention - MICCAI 2003, 6th International Conference, Montréal, Canada, November 15-18, 2003, Proceedings, Part II, 2003)

Assessing Early Brain Development in Neonates by Segmentation of High-Resolution 3T MRI - Guido Gerig; Marcel Prastawa; Weili Lin; John H. Gilmore (Medical Image Computing and Computer-Assisted Intervention - MICCAI 2003, 6th International Conference, Montréal, Canada, November 15-18, 2003, Proceedings, Part II, 2003)