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Marcelinus Prastawa, Ph.D. - Publications

Affiliations: 
2007 University of North Carolina, Chapel Hill, Chapel Hill, NC 
Area:
Computer Science
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42 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2016 Wang B, Prastawa M, Irimia A, Saha A, Liu W, Goh SY, Vespa PM, Van Horn JD, Gerig G. Modeling 4D Pathological Changes by Leveraging Normative Models. Computer Vision and Image Understanding : Cviu. 151: 3-13. PMID 27818606 DOI: 10.1016/J.Cviu.2016.01.007  0.416
2015 Cherel M, Budin F, Prastawa M, Gerig G, Lee K, Buss C, Lyall A, Consing KZ, Styner M. Automatic Tissue Segmentation of Neonate Brain MR Images with Subject-specific Atlases. Proceedings of Spie--the International Society For Optical Engineering. 9413. PMID 26089584 DOI: 10.1117/12.2082209  0.645
2015 Cherel M, Budin F, Prastawa M, Gerig G, Lee K, Buss C, Lyall A, Zaldarriaga Consing K, Styner M. Automatic tissue segmentation of neonate brain MR Images with subject-specific atlases Progress in Biomedical Optics and Imaging - Proceedings of Spie. 9413. DOI: 10.1117/12.2082209  0.588
2015 Vardhan A, Prastawa M, Sadeghi N, Vachet C, Piven J, Gerig G. Joint longitudinal modeling of brain appearance in multimodal MRI for the characterization of early brain developmental processes Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 8682: 49-63. DOI: 10.1007/978-3-319-14905-9_5  0.578
2014 Gao Y, Prastawa M, Styner M, Piven J, Gerig G. A JOINT FRAMEWORK FOR 4D SEGMENTATION AND ESTIMATION OF SMOOTH TEMPORAL APPEARANCE CHANGES. Proceedings / Ieee International Symposium On Biomedical Imaging: From Nano to Macro. Ieee International Symposium On Biomedical Imaging. 2014: 1291-1294. PMID 25356196 DOI: 10.1109/ISBI.2014.6868113  0.607
2014 Fishbaugh J, Prastawa M, Gerig G, Durrleman S. GEODESIC REGRESSION OF IMAGE AND SHAPE DATA FOR IMPROVED MODELING OF 4D TRAJECTORIES. Proceedings / Ieee International Symposium On Biomedical Imaging: From Nano to Macro. Ieee International Symposium On Biomedical Imaging. 2014: 385-388. PMID 25356192 DOI: 10.1109/ISBI.2014.6867889  0.349
2014 Sadeghi N, Fletcher PT, Prastawa M, Gilmore JH, Gerig G. Subject-specific prediction using nonlinear population modeling: application to early brain maturation from DTI. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 17: 33-40. PMID 25320779 DOI: 10.1007/978-3-319-10443-0_5  0.547
2014 Vardhan A, Prastawa M, Vachet C, Piven J, Gerig G. Characterizing growth patterns in longitudinal MRI using image contrast. Proceedings of Spie--the International Society For Optical Engineering. 9034: 90340D. PMID 25309699 DOI: 10.1117/12.2043995  0.551
2013 Fishbaugh J, Prastawa M, Gerig G, Durrleman S. Geodesic image regression with a sparse parameterization of diffeomorphisms. Geometric Science of Information : First International Conference, Gsi 2013, Paris, France, August 28-30, 2013 : Proceedings / Frank Nielsen, Frederic Barbaresco (Eds.). Geometric Science of Information (1st : 2013 : Paris, France). 8085: 95-102. PMID 25664349 DOI: 10.1007/978-3-642-40020-9_9  0.345
2013 Wang B, Prastawa M, Saha A, Awate SP, Irimia A, Chambers MC, Vespa PM, Van Horn JD, Pascucci V, Gerig G. Modeling 4D Changes in Pathological Anatomy using Domain Adaptation: Analysis of TBI Imaging using a Tumor Database. Multimodal Brain Image Analysis : Third International Workshop, Mbia 2013, Held in Conjunction With Miccai 2013, Nagoya, Japan, September 22, 2013 : Proceedings / Li Shen, Tianming Liu, Pew-Thian Yap, Heng Huang, Dinggang Shen, Carl-Fre.... 8159: 31-39. PMID 25346953 DOI: 10.1007/978-3-319-02126-3_4  0.38
2013 Vardhan A, Prastawa M, Sharma A, Piven J, Gerig G. MODELING LONGITUDINAL MRI CHANGES IN POPULATIONS USING A LOCALIZED, INFORMATION-THEORETIC MEASURE OF CONTRAST. Proceedings / Ieee International Symposium On Biomedical Imaging: From Nano to Macro. Ieee International Symposium On Biomedical Imaging. 2013: 1396-1399. PMID 24443698 DOI: 10.1109/ISBI.2013.6556794  0.533
2013 Wang B, Prastawa M, Irimia A, Chambers MC, Sadeghi N, Vespa PM, van Horn JD, Gerig G. ANALYZING IMAGING BIOMARKERS FOR TRAUMATIC BRAIN INJURY USING 4D MODELING OF LONGITUDINAL MRI. Proceedings / Ieee International Symposium On Biomedical Imaging: From Nano to Macro. Ieee International Symposium On Biomedical Imaging. 2013: 1392-1395. PMID 24443697 DOI: 10.1109/ISBI.2013.6556793  0.607
2013 Sadeghi N, Prastawa M, Fletcher PT, Vachet C, Wang B, Gilmore J, Gerig G. MULTIVARIATE MODELING OF LONGITUDINAL MRI IN EARLY BRAIN DEVELOPMENT WITH CONFIDENCE MEASURES. Proceedings / Ieee International Symposium On Biomedical Imaging: From Nano to Macro. Ieee International Symposium On Biomedical Imaging. 1400-1403. PMID 23959506 DOI: 10.1109/ISBI.2013.6556795  0.667
2013 Sadeghi N, Prastawa M, Fletcher PT, Wolff J, Gilmore JH, Gerig G. Regional characterization of longitudinal DT-MRI to study white matter maturation of the early developing brain. Neuroimage. 68: 236-47. PMID 23235270 DOI: 10.1016/J.Neuroimage.2012.11.040  0.667
2012 Wang B, Prastawa M, Irimia A, Chambers MC, Vespa PM, Van Horn JD, Gerig G. A Patient-Specific Segmentation Framework for Longitudinal MR Images of Traumatic Brain Injury. Proceedings of Spie--the International Society For Optical Engineering. 8314: 831402. PMID 24465115 DOI: 10.1117/12.911043  0.418
2012 Irimia A, Wang B, Aylward SR, Prastawa MW, Pace DF, Gerig G, Hovda DA, Kikinis R, Vespa PM, Van Horn JD. Neuroimaging of structural pathology and connectomics in traumatic brain injury: Toward personalized outcome prediction. Neuroimage. Clinical. 1: 1-17. PMID 24179732 DOI: 10.1016/J.Nicl.2012.08.002  0.361
2012 Wang B, Prastawa M, Awate SP, Irimia A, Chambers MC, Vespa PM, van Horn JD, Gerig G. SEGMENTATION OF SERIAL MRI OF TBI PATIENTS USING PERSONALIZED ATLAS CONSTRUCTION AND TOPOLOGICAL CHANGE ESTIMATION. Proceedings / Ieee International Symposium On Biomedical Imaging: From Nano to Macro. Ieee International Symposium On Biomedical Imaging. 1152-1155. PMID 23999192 DOI: 10.1109/ISBI.2012.6235764  0.455
2012 Sadeghi N, Prastawa M, Fletcher PT, Gilmore JH, Lin W, Gerig G. STATISTICAL GROWTH MODELING OF LONGITUDINAL DT-MRI FOR REGIONAL CHARACTERIZATION OF EARLY BRAIN DEVELOPMENT. Proceedings / Ieee International Symposium On Biomedical Imaging: From Nano to Macro. Ieee International Symposium On Biomedical Imaging. 1507-1510. PMID 23999084 DOI: 10.1109/ISBI.2012.6235858  0.637
2012 Vardhan A, Prastawa M, Gouttard S, Piven J, Gerig G. QUANTIFYING REGIONAL GROWTH PATTERNS THROUGH LONGITUDINAL ANALYSIS OF DISTANCES BETWEEN MULTIMODAL MR INTENSITY DISTRIBUTIONS. Proceedings / Ieee International Symposium On Biomedical Imaging: From Nano to Macro. Ieee International Symposium On Biomedical Imaging. 1156-1159. PMID 23958630 DOI: 10.1109/ISBI.2012.6235765  0.519
2012 Prastawa M, Awate SP, Gerig G. Building Spatiotemporal Anatomical Models using Joint 4-D Segmentation, Registration, and Subject-Specific Atlas Estimation. Proceedings / Sponsored by Ieee Computer Society Technical Committee On Pattern Analysis and Machine Intelligence. Workshop On Mathematical Methods in Biomedical Image Analysis. 49-56. PMID 23568185 DOI: 10.1109/MMBIA.2012.6164740  0.498
2012 Fishbaugh J, Prastawa M, Durrleman S, Piven J, Gerig G. Analysis of longitudinal shape variability via subject specific growth modeling. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 15: 731-8. PMID 23285617  0.408
2011 Irimia A, Chambers MC, Alger JR, Filippou M, Prastawa MW, Wang B, Hovda DA, Gerig G, Toga AW, Kikinis R, Vespa PM, Van Horn JD. Comparison of acute and chronic traumatic brain injury using semi-automatic multimodal segmentation of MR volumes. Journal of Neurotrauma. 28: 2287-306. PMID 21787171 DOI: 10.1089/Neu.2011.1920  0.384
2010 Sadeghi N, Prastawa M, Gilmore JH, Lin W, Gerig G. Spatio-Temporal Analysis of Early Brain Development. Conference Record / Asilomar Conference On Signals, Systems & Computers. Asilomar Conference On Signals, Systems & Computers. 2010: 777-781. PMID 25328368 DOI: 10.1109/ACSSC.2010.5757670  0.615
2010 Sadeghi N, Prastawa M, Gilmore JH, Lin W, Gerig G. Towards Analysis of Growth Trajectory through Multi-modal Longitudinal MR Imaging. Proceedings of Spie--the International Society For Optical Engineering. 7623. PMID 24353376 DOI: 10.1117/12.844526  0.656
2010 Prastawa M, Sadeghi N, Gilmore JH, Lin W, Gerig G. A NEW FRAMEWORK FOR ANALYZING WHITE MATTER MATURATION IN EARLY BRAIN DEVELOPMENT. Proceedings / Ieee International Symposium On Biomedical Imaging: From Nano to Macro. Ieee International Symposium On Biomedical Imaging. 97-100. PMID 23959442 DOI: 10.1109/ISBI.2010.5490404  0.642
2010 Ha L, Prastawa M, Gerig G, Gilmore JH, Silva CT, Joshi S. Image registration driven by combined probabilistic and geometric descriptors. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 13: 602-9. PMID 20879365 DOI: 10.1007/978-3-642-15745-5_74  0.53
2010 Blauer JJE, Cates J, McGann CJ, Kholmovski EG, Alexander A, Prastawa MW, Joshi S, Marrouche NF, MacLeod RS. MRI based injury characterization immediately following ablation of atrial fibrillation Computing in Cardiology. 37: 165-168.  0.31
2009 Gouttard S, Prastawa M, Bullitt E, Lin W, Goodlett C, Gerig G. Constrained data decomposition and regression for analyzing healthy aging from fiber tract diffusion properties. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 12: 321-8. PMID 20426003 DOI: 10.1007/978-3-642-04268-3_40  0.338
2009 Prastawa M, Bullitt E, Gerig G. Simulation of brain tumors in MR images for evaluation of segmentation efficacy. Medical Image Analysis. 13: 297-311. PMID 19119055 DOI: 10.1016/J.Media.2008.11.002  0.442
2008 Gouttard S, Styner M, Prastawa M, Piven J, Gerig G. Assessment of reliability of multi-site neuroimaging via traveling phantom study. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 11: 263-70. PMID 18982614 DOI: 10.1007/978-3-540-85990-1-32  0.489
2008 Fedorov A, Billet E, Prastawa M, Gerig G, Radmanesh A, Warfield SK, Kikinis R, Chrisochoides N. Evaluation of brain MRI alignment with the robust hausdorff distance measures Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 5358: 594-603. DOI: 10.1007/978-3-540-89639-5_57  0.348
2008 Prastawa M, Gerig G. Brain lesion segmentation through physical model estimation Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 5358: 562-571. DOI: 10.1007/978-3-540-89639-5_54  0.407
2007 Gilmore JH, Lin W, Prastawa MW, Looney CB, Vetsa YS, Knickmeyer RC, Evans DD, Smith JK, Hamer RM, Lieberman JA, Gerig G. Regional gray matter growth, sexual dimorphism, and cerebral asymmetry in the neonatal brain. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 27: 1255-60. PMID 17287499 DOI: 10.1523/Jneurosci.3339-06.2007  0.384
2006 Lorenzen P, Prastawa M, Davis B, Gerig G, Bullitt E, Joshi S. Multi-modal image set registration and atlas formation. Medical Image Analysis. 10: 440-51. PMID 15919231 DOI: 10.1016/J.Media.2005.03.002  0.421
2005 Mortamet B, Zeng D, Gerig G, Prastawa M, Bullitt E. Effects of healthy aging measured by intracranial compartment volumes using a designed MR brain database. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 8: 383-91. PMID 16685869 DOI: 10.1007/11566465_48  0.309
2005 Prastawa M, Bullitt E, Gerig G. Synthetic ground truth for validation of brain tumor MRI segmentation. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 8: 26-33. PMID 16685825 DOI: 10.1007/11566465_4  0.431
2005 Prastawa M, Gilmore JH, Lin W, Gerig G. Automatic segmentation of MR images of the developing newborn brain. Medical Image Analysis. 9: 457-66. PMID 16019252 DOI: 10.1016/J.Media.2005.05.007  0.489
2004 Prastawa M, Bullitt E, Ho S, Gerig G. A brain tumor segmentation framework based on outlier detection. Medical Image Analysis. 8: 275-83. PMID 15450222 DOI: 10.1016/J.Media.2004.06.007  0.61
2004 Prastawa M, Gilmore J, Lin W, Gerig G. Automatic segmentation of neonatal brain MRI Lecture Notes in Computer Science. 3216: 10-17.  0.461
2003 Prastawa M, Bullitt E, Moon N, Van Leemput K, Gerig G. Automatic brain tumor segmentation by subject specific modification of atlas priors. Academic Radiology. 10: 1341-8. PMID 14697002 DOI: 10.1016/S1076-6332(03)00506-3  0.404
2003 Gerig G, Prastawa M, Lin W, Gilmore J. Assessing early brain development in neonates by segmentation of high-resolution 3T MRI Lecture Notes in Computer Science. 2879: 979-980.  0.506
2003 Prastawa M, Bullitt E, Ho S, Gerig G. Robust estimation for brain tumor segmentation Lecture Notes in Computer Science. 2879: 530-537.  0.418
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