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ORCIDMartin Styner
Martin A. Styner – Martin Andreas Styner
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- affiliation: University of North Carolina at Chapel Hill, Department of Computer Science
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2020 – today
- 2024
[j63]Ahsan Mahmood, Junier Oliva, Martin Andreas Styner:
Anomaly detection via Gumbel Noise Score Matching. Frontiers Artif. Intell. 7 (2024)- [c162]Chiyuen Chow, Tingting Dan, Martin Styner, Guorong Wu:
Understanding Brain Dynamics Through Neural Koopman Operator with Structure-Function Coupling. MICCAI (2) 2024: 509-518 - [i11]Ahsan Mahmood, Junier Oliva, Martin Styner:
Localizing Anomalies via Multiscale Score Matching Analysis. CoRR abs/2407.00148 (2024) - 2023
- [j62]Zhiyuan Liu
, Jörn Schulz, Mohsen Taheri, Martin Styner, James N. Damon, Stephen M. Pizer, J. S. Marron:
Analysis of Joint Shape Variation from Multi-Object Complexes. J. Math. Imaging Vis. 65(3): 542-562 (2023) - [j61]Samuel Gerber, Marc Niethammer, Ebrahim Ebrahim, Joseph Piven, Stephen R. Dager, Martin Styner, Stephen R. Aylward, Andinet Enquobahrie:
Optimal transport features for morphometric population analysis. Medical Image Anal. 84: 102696 (2023) - [c161]Mathieu Leclercq, Antonio C. Ruellas, Marcela Gurgel, Marilia Yatabe, Jonas Bianchi, Lucia H. S. Cevidanes, Martin Styner, Beatriz Paniagua, Juan Carlos Prieto:
Dentalmodelseg: Fully Automated Segmentation of Upper and Lower 3D Intra-Oral Surfaces. ISBI 2023: 1-5 - [c160]T. Osika, Ebrahim Ebrahim, Martin Styner, Marc Niethammer, T. Sawyer, Andinet Enquobahrie:
Harmonization Benchmarking Tool for Neuroimaging Datasets. ISBI 2023: 1-5 - [c159]Jared Vicory, Ye Han, Juan Carlos Prieto, David Allemang, Mathieu Leclercq, Connor Bowley, Harald Scheirich, Jean-Christophe Fillion-Robin, Stephen M. Pizer, James Fishbaugh, Guido Gerig, Martin Styner, Beatriz Paniagua:
SlicerSALT: From Medical Images to Quantitative Insights of Anatomy. ShapeMI@MICCAI 2023: 201-210 - [c158]Ugo Rodriguez, Juan-Carlos Prieto, Martin Styner:
IcoConv: Explainable Brain Cortical Surface Analysis for ASD Classification. ShapeMI@MICCAI 2023: 248-258 - [c157]Md Asadullah Turja, Martin Styner, Guorong Wu:
DeepGraphDMD: Interpretable Spatio-Temporal Decomposition of Non-linear Functional Brain Network Dynamics. MICCAI (8) 2023: 358-368 - [c156]Johanna Dubos, Sang Kyoon Park, Roza M. Vlasova, Juan Prieto, Martin Styner:
Dmriprep: open-source diffusion MRI quality control framework with graphical user interface. Image Processing 2023 - [e6]Ipek Oguz, Jack H. Noble, Xiaoxiao Li, Martin Styner, Christian Baumgartner, Mirabela Rusu, Tobias Heimann, Despina Kontos, Bennett A. Landman, Benoit M. Dawant:
Medical Imaging with Deep Learning, MIDL 2023, 10-12 July 2023, Nashville, TN, USA. Proceedings of Machine Learning Research 227, PMLR 2023 [contents] - [i10]Ahsan Mahmood, Junier Oliva, Martin Styner:
Anomaly Detection via Gumbel Noise Score Matching. CoRR abs/2304.03220 (2023) - [i9]Md Asadullah Turja, Martin Styner, Guorong Wu:
DeepGraphDMD: Interpretable Spatio-Temporal Decomposition of Non-linear Functional Brain Network Dynamics. CoRR abs/2306.03088 (2023) - 2022
- [j60]Jiazhou Chen, Hongmin Cai, Defu Yang, Martin Styner, Guorong Wu, Alzheimer's Disease Neuroimaging Initiative:
Characterizing the propagation pathway of neuropathological events of Alzheimer's disease using harmonic wavelet analysis. Medical Image Anal. 79: 102446 (2022) - [j59]Defu Yang, Jiazhou Chen, Chenggang Yan, Minjeong Kim, Paul J. Laurienti, Martin Styner, Guorong Wu:
Group-Wise Hub Identification by Learning Common Graph Embeddings on Grassmannian Manifold. IEEE Trans. Pattern Anal. Mach. Intell. 44(11): 8249-8260 (2022) - [c155]Tahya Deddah, Martin Styner, Juan Prieto:
Local extraction of extra-axial CSF from structural MRI. Biomedical Applications in Molecular, Structural, and Functional Imaging 2022 - [c154]Elodie Piot, Maria Bagonis, Guorong Wu, Juan Prieto, Martin Styner:
CONTINUITY: CONnectivity Tool with INtegration of sUbcortical regions, regIstration and visualization of TractographY. Biomedical Applications in Molecular, Structural, and Functional Imaging 2022 - [c153]Ziyao Shang, Md Asadullah Turja, Eric Feczko, Audrey Houghton, Amanda Rueter, Lucille A Moore, Kathy Snider, Timothy Hendrickson, Paul Reiners, Sally Stoyell, Omid Kardan, Monica Rosenberg, Jed T. Elison, Damien A. Fair, Martin A. Styner:
Learning Strategies for Contrast-agnostic Segmentation via SynthSeg for Infant MRI data. MIDL 2022: 1075-1084 - [c152]Mengwei Ren, Neel Dey, Martin Styner, Kelly N. Botteron, Guido Gerig:
Local Spatiotemporal Representation Learning for Longitudinally-consistent Neuroimage Analysis. NeurIPS 2022 - [i8]Mengwei Ren, Neel Dey, Martin A. Styner, Kelly N. Botteron, Guido Gerig:
Local Spatiotemporal Representation Learning for Longitudinally-consistent Neuroimage Analysis. CoRR abs/2206.04281 (2022) - [i7]Mathieu Leclercq, Martin Styner, Juan Carlos Prieto:
Multi-view Attention for gestational age at birth prediction. CoRR abs/2207.04130 (2022) - [i6]Samuel Gerber, Marc Niethammer, Ebrahim Ebrahim, Joseph Piven, Stephen R. Dager, Martin Styner, Stephen R. Aylward, Andinet Enquobahrie:
Optimal Transport Features for Morphometric Population Analysis. CoRR abs/2208.05891 (2022) - 2021
- [j58]Defu Yang, Xiaofeng Zhu, Chenggang Yan, Zi-Wen Peng, Maria Bagonis, Paul J. Laurienti, Martin Styner, Guorong Wu:
Joint hub identification for brain networks by multivariate graph inference. Medical Image Anal. 73: 102162 (2021) - [j57]Jiazhou Chen, Guoqiang Han, Hongmin Cai, Defu Yang, Paul J. Laurienti, Martin Styner, Guorong Wu:
Learning Common Harmonic Waves on Stiefel Manifold - A New Mathematical Approach for Brain Network Analyses. IEEE Trans. Medical Imaging 40(1): 419-430 (2021) - [c151]Romain Deleat-Besson, Celia Le, Najla Al Turkestani, Winston Zhang, Maxime Dumont, Serge Brosset, Juan Carlos Prieto, Lucia H. S. Cevidanes, Jonas Bianchi, Antonio C. Ruellas, Marcela Gurgel, Camila Massaro, Aron Aliaga Del Castillo, Marcos Ioshida, Marilia Yatabe, Erika Benavides, Hector Rios, Fabiana Soki, Gisele Neiva, Juan Fernando Aristizabal, Diego Rey, Maria Antonia Alvarez, Kayvan Najarian, Jonathan Gryak, Martin Styner, Jean-Christophe Fillion-Robin, Beatriz Paniagua, Reza Soroushmehr:
Automatic Segmentation of Dental Root Canal and Merging with Crown Shape. EMBC 2021: 2948-2951 - [c150]Celia Le, Romain Deleat-Besson, Juan Carlos Prieto, Serge Brosset, Maxime Dumont, Winston Zhang, Lucia H. S. Cevidanes, Jonas Bianchi, Antonio C. Ruellas, Liliane R. Gomes, Marcela Gurgel, Camila Massaro, Aron Aliaga Del Castillo, Marilia Yatabe, Erika Benavides, Fabiana Soki, Najla Al Turkestani, Karine Evangelista, João Roberto Gonçalves, Jose Valladares-Neto, Maria Alves Garcia Silva, Cauby Maia Chaves Junior, Fábio Costa, Daniela Gamba Garib, Heesoo Oh, Jonathan Gryak, Martin Styner, Jean-Christophe Fillion-Robin, Beatriz Paniagua, Kayvan Najarian, Reza Soroushmehr:
Automatic Segmentation of Mandibular Ramus and Condyles. EMBC 2021: 2952-2955 - [c149]Ahsan Mahmood, Junier Oliva, Martin Andreas Styner:
Multiscale Score Matching for Out-of-Distribution Detection. ICLR 2021 - [c148]Jiazhou Chen, Defu Yang, Hongmin Cai, Martin Styner, Guorong Wu:
Discovering Spreading Pathways of Neuropathological Events in Alzheimer's Disease Using Harmonic Wavelets. IPMI 2021: 228-240 - [c147]Serge Brosset, Maxime Dumont, Lucia H. S. Cevidanes, Reza Soroushmehr, Jonas Bianchi, Marcela Lima Gurgel, Romain Deleat-Besson, Celia Le, Antonio C. Ruellas, Marilia Yatabe, Liliane R. Gomes, João Roberto Gonçalves, Kayvan Najarian, Jonathan Gryak, Beatriz Paniagua, Martin Styner, Juan Carlos Prieto:
Web infrastructure for data management, storage and computation. Biomedical Applications in Molecular, Structural, and Functional Imaging 2021 - [c146]Jash Mirani, Nathaniel Fulmer, Md Asadullah Turja, Guorong Wu, Martin Styner:
Extra axial cerebrospinal fluid volume and a diagnosis of Alzheimer's disease. Biomedical Applications in Molecular, Structural, and Functional Imaging 2021 - [c145]Romain Deleat-Besson, Celia Le, Winston Zhang, Najla Al Turkestani, Lucia H. S. Cevidanes, Jonas Bianchi, Antonio C. Ruellas, Marcela Gurgel, Camila Massaro, Aron Aliaga Del Castillo, Marcos Ioshida, Marilia Yatabe, Erika Benavides, Hector Rios, Fabiana Soki, Gisele Neiva, Kayvan Najarian, Jonathan Gryak, Martin Styner, Juan Fernando Aristizabal, Diego Rey, Maria Antonia Alvarez, Loris Bert, Reza Soroushmehr, Juan Prieto:
Merging and Annotating Teeth and Roots from Automated Segmentation of Multimodal Images. ML-CDS@MICCAI 2021: 81-92 - [c144]Md Asadullah Turja, Guorong Wu, Defu Yang, Martin Andreas Styner:
Learning the Latent Heat Diffusion Process through Structural Brain Network from Longitudinal β-Amyloid Data. MIDL 2021: 761-773 - [c143]Louis Boubolo, Maxime Dumont, Serge Brosset, Jonas Bianchi, Antonio C. Ruellas, Marcela Gurgel, Camila Massaro, Aron Aliaga Del Castillo, Marcos Ioshida, Marilia Yatabe, Erika Benavides, Hector Rios, Fabiana Soki, Gisele Neiva, Beatriz Paniagua, Lucia H. S. Cevidanes, Martin Styner, Juan Carlos Prieto:
FlyBy CNN: a 3D surface segmentation framework. Image Processing 2021 - [i5]Zhiyuan Liu, Jörn Schulz, Mohsen Taheri, Martin Styner, James N. Damon, Stephen M. Pizer, J. S. Marron:
Non-Euclidean Analysis of Joint Variations in Multi-Object Shapes. CoRR abs/2109.02230 (2021) - 2020
- [j56]Astrid Schmied, Takahiro Soda, Guido Gerig, Martin Styner, Meghan R. Swanson, Jed T. Elison, Mark D. Shen, Robert C. McKinstry, John R. Pruett Jr., Kelly N. Botteron, Annette M. Estes, Stephen R. Dager, Heather Cody Hazlett, Robert T. Schultz, Joseph Piven, Jason J. Wolff:
Sex differences associated with corpus callosum development in human infants: A longitudinal multimodal imaging study. NeuroImage 215: 116821 (2020) - [j55]Brent C. Munsell, Ezequiel Gleichgerrcht, Eric Hofesmann, John Delgaizo, Carrie R. McDonald, Barbara Marebwa, Martin A. Styner, Julius Fridriksson, Christopher Rorden, Niels K. Focke, John H. Gilmore, Leonardo Bonilha:
Personalized connectome fingerprints: Their importance in cognition from childhood to adult years. NeuroImage 221: 117122 (2020) - [c142]Yueting Wang, Defu Yang, Quefeng Li, Daniel Kaufer, Martin Styner, Guorong Wu:
Characterizing the Propagation Pattern of Neurodegeneration in Alzheimer's Disease by Longitudinal Network Analysis. ISBI 2020: 292-295 - [c141]Arthur Le Maout, Han Bit Yoon, Sun Hyung Kim, Mahmoud Mostapha, Mark D. Shen, Juan-Carlos Prieto, Martin Styner:
Automatic measurement of extra-axial CSF from infant MRI data. Biomedical Applications in Molecular, Structural, and Functional Imaging 2020: 113171I - [c140]Jonas Bianchi, Beatriz Paniagua, Antonio Carlos Ruellas, Jean-Christophe Fillion-Robin, Juan C. Prietro, João Roberto Gonçalves, James Hoctor, Marilia Yatabe, Martin Styner, Tengfei Li, Marcela Lima Gurgel, Cauby Maia Chaves Junior, Camila Massaro, Daniela Gamba Garib, Lorena Vilanova, Jose Fernando Castanha Henriques, Aron Aliaga Del Castillo, Guilherme Janson, Laura R. Iwasaki, Jeffrey C. Nickel, Karine Evangelista, Lucia H. S. Cevidanes:
3D Slicer Craniomaxillofacial Modules Support Patient-Specific Decision-Making for Personalized Healthcare in Dental Research. ML-CDS/CLIP@MICCAI 2020: 44-53 - [c139]Maxime Dumont, Juan-Carlos Prieto, Serge Brosset, Lucia H. S. Cevidanes, Jonas Bianchi, Antonio C. Ruellas, Marcela Gurgel, Camila Massaro, Aron Aliaga Del Castillo, Marcos Ioshida, Marilia Yatabe, Erika Benavides, Hector Rios, Fabiana Soki, Gisele Neiva, Juan Fernando Aristizabal, Diego Rey, Maria Antonia Alvarez, Kayvan Najarian, Jonathan Gryak, Martin Styner, Jean-Christophe Fillion-Robin, Beatriz Paniagua, Reza Soroushmehr:
Patient Specific Classification of Dental Root Canal and Crown Shape. ShapeMI@MICCAI 2020: 145-153 - [c138]Liying Peng, Lanfen Lin, Yusen Lin, Yue Zhang, Roza M. Vlasova, Juan Prieto, Yen-Wei Chen, Guido Gerig, Martin Styner:
Multi-modal Perceptual Adversarial Learning for Longitudinal Prediction of Infant MR Images. ASMUS/PIPPI@MICCAI 2020: 284-294 - [c137]Heejong Kim, Sungmin Hong, Martin Styner, Joseph Piven, Kelly N. Botteron, Guido Gerig:
Hierarchical Geodesic Modeling on the Diffusion Orientation Distribution Function for Longitudinal DW-MRI Analysis. MICCAI (7) 2020: 311-321 - [i4]Jiazhou Chen, Guoqiang Han, Hongmin Cai, Defu Yang, Paul J. Laurienti, Martin Styner, Guorong Wu:
Learning Common Harmonic Waves on Stiefel Manifold - A New Mathematical Approach for Brain Network Analyses. CoRR abs/2007.13533 (2020) - [i3]Ahsan Mahmood, Junier Oliva, Martin Styner:
Multiscale Score Matching for Out-of-Distribution Detection. CoRR abs/2010.13132 (2020)
2010 – 2019
- 2019
- [j54]Ilwoo Lyu, Hakmook Kang, Neil D. Woodward, Martin A. Styner, Bennett A. Landman:
Hierarchical spherical deformation for cortical surface registration. Medical Image Anal. 57: 72-88 (2019) - [j53]Jerod Rasmussen, Alice M. Graham, Sonja Entringer, John H. Gilmore, Martin Styner, Damien A. Fair, Pathik D. Wadhwa, Claudia Buss:
Maternal Interleukin-6 concentration during pregnancy is associated with variation in frontolimbic white matter and cognitive development in early life. NeuroImage 185: 825-835 (2019) - [j52]Brittany R. Howell, Martin A. Styner, Wei Gao, Pew-Thian Yap, Li Wang, Kristine Baluyot, Essa Yacoub, Geng Chen, Taylor Potts, Andrew P. Salzwedel, Gang Li, John H. Gilmore, Joseph Piven, J. Keith Smith, Dinggang Shen, Kâmil Ugurbil, Hongtu Zhu, Weili Lin, Jed T. Elison:
The UNC/UMN Baby Connectome Project (BCP): An overview of the study design and protocol development. NeuroImage 185: 891-905 (2019) - [j51]Jessica B. Girault, Brent C. Munsell, Danaële Puechmaille, Barbara Davis Goldman, Juan-Carlos Prieto, Martin Styner, John H. Gilmore:
White matter connectomes at birth accurately predict cognitive abilities at age 2. NeuroImage 192: 145-155 (2019) - [j50]Brittany R. Howell, Mihye Ahn, Yundi Shi, Jodi R. Godfrey, Xiaoping Hu, Hongtu Zhu, Martin Styner, Mar Sanchez:
Disentangling the effects of early caregiving experience and heritable factors on brain white matter development in rhesus monkeys. NeuroImage 197: 625-642 (2019) - [c136]Loic Michoud, Chao Huang, Marilia Yatabe, Antonio Carlos Ruellas, Marcos Ioshida, Beatriz Paniagua, Martin Styner, João Roberto Gonçalves, Jonas Bianchi, Lucia H. S. Cevidanes, Juan-Carlos Prieto:
A web-based system for statistical shape analysis in temporomandibular joint osteoarthritis. Biomedical Applications in Molecular, Structural, and Functional Imaging 2019: 109530T - [c135]Kevin Pham, Xiao Yang, Marc Niethammer, Juan-Carlos Prieto, Martin Styner:
Multiseg pipeline: automatic tissue segmentation of brain MR images with subject-specific atlases. Biomedical Applications in Molecular, Structural, and Functional Imaging 2019: 109530K - [c134]Zhengyang Fang, Mahmoud Mostapha, Juan Prieto, Martin Styner:
Conformal initialization for shape analysis applications in SlicerSALT. Biomedical Applications in Molecular, Structural, and Functional Imaging 2019: 1095326 - [c133]Nina Tubau Ribera, Priscille de Dumast, Marilia Yatabe, Antonio C. Ruellas, Marcos Ioshida, Beatriz Paniagua, Martin Styner, João Roberto Gonçalves, Jonas Bianchi, Lucia H. S. Cevidanes, Juan-Carlos Prieto:
Shape variation analyzer: a classifier for temporomandibular joint damaged by osteoarthritis. Computer-Aided Diagnosis 2019: 1095021 - [c132]Sungmin Hong, James Fishbaugh, Jason J. Wolff, Martin A. Styner, Guido Gerig:
Hierarchical Multi-geodesic Model for Longitudinal Analysis of Temporal Trajectories of Anatomical Shape and Covariates. MICCAI (4) 2019: 57-65 - [c131]Yilin Liu, Gregory R. Kirk, Brendon M. Nacewicz, Martin A. Styner, Mingren Shen, Dong Nie, Nagesh Adluru, Benjamin Yeske, Peter A. Ferrazzano, Andrew L. Alexander:
Harmonization and Targeted Feature Dropout for Generalized Segmentation: Application to Multi-site Traumatic Brain Injury Images. DART/MIL3ID@MICCAI 2019: 81-89 - [c130]Mahmoud Mostapha, Juan Prieto, Veronica Murphy, Jessica B. Girault, Mark Foster, Ashley Rumple, Joseph Blocher, Weili Lin, Jed T. Elison, John H. Gilmore, Steven M. Pizer, Martin Styner:
Semi-supervised VAE-GAN for Out-of-Sample Detection Applied to MRI Quality Control. MICCAI (3) 2019: 127-136 - [c129]James Fishbaugh, Martin Styner, Karen Grewen, John H. Gilmore, Guido Gerig:
Spatiotemporal Modeling for Image Time Series with Appearance Change: Application to Early Brain Development. MBIA/MFCA@MICCAI 2019: 174-185 - [c128]Defu Yang, Chenggang Yan, Feiping Nie, Xiaofeng Zhu, Md Asadullah Turja, Leo Charles Peek Zsembik, Martin Styner, Guorong Wu:
Joint Identification of Network Hub Nodes by Multivariate Graph Inference. MICCAI (3) 2019: 590-598 - [c127]Md Asadullah Turja, Leo Charles Peek Zsembik, Guorong Wu, Martin Styner:
Constructing Consistent Longitudinal Brain Networks by Group-Wise Graph Learning. MICCAI (3) 2019: 654-662 - [c126]James Fishbaugh, Beatriz Paniagua, Mahmoud Mostapha, Martin Styner, Veronica Murphy, John H. Gilmore, Guido Gerig:
Model selection for spatiotemporal modeling of early childhood sub-cortical development. Image Processing 2019: 109490L - [i2]Yilin Liu, Gengyan Zhao, Brendon M. Nacewicz, Nagesh Adluru, Gregory R. Kirk, Peter A. Ferrazzano, Martin Styner, Andrew L. Alexander:
Accurate Automatic Segmentation of Amygdala Subnuclei and Modeling of Uncertainty via Bayesian Fully Convolutional Neural Network. CoRR abs/1902.07289 (2019) - 2018
- [j49]Priscille de Dumast, Clément Mirabel, Lucia H. S. Cevidanes, Antonio C. Ruellas, Marilia Yatabe, Marcos Ioshida, Nina Tubau Ribera, Loic Michoud, Liliane R. Gomes, Chao Huang, Hongtu Zhu, Luciana Muniz, Brandon Shoukri, Beatriz Paniagua, Martin Styner, Steve Pieper, François Budin, Jean-Baptiste Vimort, Juan-Carlos Prieto:
A web-based system for neural network based classification in temporomandibular joint osteoarthritis. Comput. Medical Imaging Graph. 67: 45-54 (2018) - [j48]Ilwoo Lyu, Sun Hyung Kim, Jessica B. Girault, John H. Gilmore, Martin A. Styner:
A cortical shape-adaptive approach to local gyrification index. Medical Image Anal. 48: 244-258 (2018) - [j47]Liyun Tu, Martin Styner, Jared Vicory, Shireen Y. Elhabian, Rui Wang, Jun-Pyo Hong, Beatriz Paniagua, Juan-Carlos Prieto, Dan Yang, Ross T. Whitaker, Stephen M. Pizer:
Skeletal Shape Correspondence Through Entropy. IEEE Trans. Medical Imaging 37(1): 1-11 (2018) - [j46]Ilwoo Lyu, Sun Hyung Kim, Neil D. Woodward, Martin A. Styner, Bennett A. Landman:
TRACE: A Topological Graph Representation for Automatic Sulcal Curve Extraction. IEEE Trans. Medical Imaging 37(7): 1653-1663 (2018) - [c125]Mahmoud Mostapha, Sun Hyung Kim, Guorong Wu, Leo Zsembik, Stephen M. Pizer, Martin Styner:
Non-Euclidean, convolutional learning on cortical brain surfaces. ISBI 2018: 527-530 - [c124]Priscille de Dumast, Clément Mirabel, Beatriz Paniagua, Marilia Yatabe, Antonio C. Ruellas, Nina Tubau, Martin Styner, Lucia H. S. Cevidanes, Juan-Carlos Prieto:
SVA: shape variation analyzer. Biomedical Applications in Molecular, Structural, and Functional Imaging 2018: 105782H - [c123]Jared Vicory, Laura Pascal, Pablo Hernandez, James Fishbaugh, Juan-Carlos Prieto, Mahmoud Mostapha, Chao Huang, Hina Shah, Jun-Pyo Hong, Zhiyuan Liu, Loic Michoud, Jean-Christophe Fillion-Robin, Guido Gerig, Hongtu Zhu, Stephen M. Pizer, Martin Styner, Beatriz Paniagua:
SlicerSALT: Shape AnaLysis Toolbox. ShapeMI@MICCAI 2018: 65-72 - [c122]Samuel Gerber, Marc Niethammer, Martin Styner, Stephen R. Aylward:
Exploratory Population Analysis with Unbalanced Optimal Transport. MICCAI (3) 2018: 464-472 - [c121]Ilwoo Lyu, Martin A. Styner, Bennett A. Landman:
Hierarchical Spherical Deformation for Shape Correspondence. MICCAI (1) 2018: 853-861 - [c120]Mahmoud Mostapha, Mark D. Shen, Sun Hyung Kim, Meghan R. Swanson, D. Louis Collins, Vladimir S. Fonov, Guido Gerig, Joseph Piven, Martin A. Styner:
A novel framework for the local extraction of extra-axial cerebrospinal fluid from MR brain images. Image Processing 2018: 105740V - [c119]Ilwoo Lyu, Jonathan Perdomo, Gabriel S. Yapuncich, Beatriz Paniagua, Doug M. Boyer, Martin A. Styner:
Group-wise shape correspondence of variable and complex objects. Image Processing 2018: 105742T - [c118]Prince D. Ngattai Lam, Gaetan Belhomme, Jessica Ferrall, Billie Patterson, Martin Styner, Juan-Carlos Prieto:
TRAFIC: fiber tract classification using deep learning. Image Processing 2018: 1057412 - 2017
- [j45]Xiao Yang, Roland Kwitt, Martin Styner, Marc Niethammer:
Quicksilver: Fast predictive image registration - A deep learning approach. NeuroImage 158: 378-396 (2017) - [c117]Yi Hong, Xiao Yang, Roland Kwitt, Martin Styner, Marc Niethammer:
Regression Uncertainty on the Grassmannian. AISTATS 2017: 785-793 - [c116]Wenliang Pan, Xueqin Wang, Canhong Wen, Martin Styner, Hongtu Zhu:
Conditional Local Distance Correlation for Manifold-Valued Data. IPMI 2017: 41-52 - [c115]Jingwen Zhang, Chao Huang, Joseph G. Ibrahim, Shaili Jha, Rebecca C. Knickmeyer, John H. Gilmore, Martin Styner, Hongtu Zhu:
HFPRM: Hierarchical Functional Principal Regression Model for Diffusion Tensor Image Bundle Statistics. IPMI 2017: 478-489 - [c114]Xiao Yang, Roland Kwitt, Martin Styner, Marc Niethammer:
Fast predictive multimodal image registration. ISBI 2017: 858-862 - [c113]Beatriz Paniagua, Sung Hyung Kim, Mahmoud Moustapha, Martin Styner, Heather Cody Hazlett, Rachel Gimple-Smith, Ashley Rumple, Joseph Piven, John H. Gilmore, Gary Skolnick, Kamlesh Patel:
Brain structure in sagittal craniosynostosis. Biomedical Applications in Molecular, Structural, and Functional Imaging 2017: 101370O - [c112]Danaële Puechmaille, Martin Styner, Juan-Carlos Prieto:
CIVILITY: cloud based interactive visualization of tractography brain connectome. Biomedical Applications in Molecular, Structural, and Functional Imaging 2017: 101370R - [c111]Beatriz Paniagua, Laura Pascal, Juan Prieto, Jean-Baptiste Vimort, Liliane R. Gomes, Marilia Yatabe, Antonio Carlos Ruellas, François Budin, Steve Pieper, Martin Styner, Erika Benavides, Lucia H. S. Cevidanes:
Diagnostic index: an open-source tool to classify TMJ OA condyles. Biomedical Applications in Molecular, Structural, and Functional Imaging 2017: 101372H - [c110]Juan-Carlos Prieto, Beatriz Paniagua, Marilia S. Yatabe, Antonio C. O. Ruellas, Liana Fattori, Luciana Muniz, Martin Styner, Lucia H. S. Cevidanes:
Federating heterogeneous datasets to enhance data sharing and experiment reproducibility. Biomedical Applications in Molecular, Structural, and Functional Imaging 2017: 101372J - [c109]Jean Noel, Juan-Carlos Prieto, Martin Styner:
FADTTSter: accelerating hypothesis testing with functional analysis of diffusion tensor tract statistics. Biomedical Applications in Molecular, Structural, and Functional Imaging 2017: 1013727 - [c108]Ilwoo Lyu, Sun Hyung Kim, Jessica Bullins, John H. Gilmore, Martin A. Styner:
Novel Local Shape-Adaptive Gyrification Index with Application to Brain Development. MICCAI (1) 2017: 31-39 - [c107]Brent C. Munsell, Eric Hofesmann, John Delgaizo, Martin Styner, Leonardo Bonilha:
Identifying Subnetwork Fingerprints in Structural Connectomes: A Data-Driven Approach. CNI@MICCAI 2017: 79-88 - [c106]Haiwei Chen, François Budin, Jean Noel, Juan-Carlos Prieto, John H. Gilmore, Jerod Rasmussen, Pathik D. Wadhwa, Sonja Entringer, Claudia Buss, Martin Styner:
White matter fiber-based analysis of T1w/T2w ratio map. Image Processing 2017: 101330P - [c105]Juan-Carlos Prieto, Michele Cavallari, Miklos Palotai, Alfredo Morales Pinzón, Svetlana Egorova, Martin Styner, Charles R. G. Guttmann:
Large deep neural networks for MS lesion segmentation. Image Processing 2017: 101330F - [c104]Mahmoud Mostapha, Jared Vicory, Martin Styner, Stephen M. Pizer:
A segmentation editing framework based on shape change statistics. Image Processing 2017: 101331E - [e5]Marc Niethammer, Martin Styner, Stephen R. Aylward, Hongtu Zhu, Ipek Oguz, Pew-Thian Yap, Dinggang Shen:
Information Processing in Medical Imaging - 25th International Conference, IPMI 2017, Boone, NC, USA, June 25-30, 2017, Proceedings. Lecture Notes in Computer Science 10265, Springer 2017, ISBN 978-3-319-59049-3 [contents] - [e4]Martin A. Styner, Elsa D. Angelini:
Medical Imaging 2017: Image Processing, Orlando, Florida, United States, 11-16 February 2017. SPIE Proceedings 10133, SPIE 2017, ISBN 9781510607118 [contents] - [i1]Xiao Yang, Roland Kwitt, Martin Styner, Marc Niethammer:
Fast Predictive Multimodal Image Registration. CoRR abs/1703.10902 (2017) - 2016
- [j44]Ipek Oguz, Joshua E. Cates, Manasi Datar, Beatriz Paniagua, P. Thomas Fletcher, Clement Vachet, Martin Styner, Ross T. Whitaker:
Entropy-based particle correspondence for shape populations. Int. J. Comput. Assist. Radiol. Surg. 11(7): 1221-1232 (2016) - [j43]Liyun Tu, Jared Vicory, Shireen Y. Elhabian, Beatriz Paniagua, Juan-Carlos Prieto, James N. Damon, Ross T. Whitaker, Martin Styner, Stephen M. Pizer:
Entropy-based correspondence improvement of interpolated skeletal models. Comput. Vis. Image Underst. 151: 72-79 (2016) - [j42]Jun-Pyo Hong, Jared Vicory, Jörn Schulz, Martin Styner, J. S. Marron, Stephen M. Pizer:
Non-Euclidean classification of medically imaged objects via s-reps. Medical Image Anal. 31: 37-45 (2016) - [j41]Jung Won Hyun, Yimei Li, Chao Huang, Martin Styner, Weili Lin, Hongtu Zhu:
STGP: Spatio-temporal Gaussian process models for longitudinal neuroimaging data. NeuroImage 134: 550-562 (2016) - [j40]Sun Hyung Kim, Ilwoo Lyu, Vladimir S. Fonov, Clement Vachet, Heather Cody Hazlett, Rachel Gimpel Smith, Joseph Piven, Stephen Dager, Robert C. McKinstry, John R. Pruett Jr., Alan C. Evans, D. Louis Collins, Kelly N. Botteron, Robert T. Schultz, Guido Gerig, Martin A. Styner:
Development of cortical shape in the human brain from 6 to 24 months of age via a novel measure of shape complexity. NeuroImage 135: 163-176 (2016) - [c103]Istvan Csapo, Yundi Shi, Mar Sanchez, Martin Styner, Marc Niethammer:
Registration of Developmental Image Sequences with Missing Data. CVPR Workshops 2016: 558-565 - [c102]Ilwoo Lyu, Sun Hyung Kim, Martin Andreas Styner:
Cortical surface shape assessment via sulcal/gyral curve-based gyrification index. ISBI 2016: 221-224 - [c101]Shireen Y. Elhabian, Clement Vachet, Joseph Piven, Martin Styner, Guido Gerig:
Compressive sensing based Q-space resampling for handling fast bulk motion in hardi acquisitions. ISBI 2016: 907-910 - [c100]Matthew Leming, Rachel J. Steiner, Martin Styner:
A framework for incorporating DTI Atlas Builder registration into tract-based spatial statistics and a simulated comparison to standard TBSS. Biomedical Applications in Molecular, Structural, and Functional Imaging 2016: 97882S - [c99]