Publications

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Publications

2017

  • N. Gonzalez Caldito, B. Antony, Y. He, A. Lang, J. Nguyen, A. Rothman, E. Ogbuokiri, A. Avornu, L. Balcer, E. Frohman, T.C. Frohman, P. Bhargava, J. Prince, P.A Calabresi, and S. Saidha, "Analysis of Agreement of Retinal-Layer Thickness Measures Derived from the Segmentation of Horizontal and Vertical Spectralis OCT Macular Scans", Current eye research, 43(3):415-423, 2017. (doi)
  • D.L. Grimm, M. Stone, J. Woo, J. Lee, J.H. Hwang, G.E. Bedrosian, and J.L. Prince, "The Effects of Palate Features and Glossectomy Surgery on/s/Production", Journal of Speech, Language, and Hearing Research, 60(12):3417-3425, 2017.
  • A.D. Gomez, A. Knutsen, D.L. Pham, P.V. Bayly, and J.L. Prince, "Group Patterns of Acceleration-Induced Brain Deformation in Vivo", Computational Biomechanics for Medicine Workshop XII at the 20th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2017), Quebec, Canada, September 10 - 14, 2017.
  • I. Oguz, A. Carass, D.L. Pham, S. Roy, N. Subbana, P.A. Calabresi, P.A. Yushkevich, R.T. Shinohara, and J.L. Prince, "Dice overlap measures for multiple objects: Application to lesion segmentation", Brain Lesion Workshop, in conjunction with the 20th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2017), Quebec, Canada, September 10 - 14, 2017. (doi)
  • A. Carass, M. Shao, X. Li, B. Tran, B.E. Dewey, A.M. Blitz, S. Roy, J.L. Prince, and L.M. Ellingsen, "Automated Parcellation of the Ventricular System: Validation Study on Normal Pressure Hydrocephalus", 3rd International Workshop on Patch-based Techniques in Medical Imaging in conjunction with the 20th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2017), Quebec, Canada, September 10 - 14, 2017. (doi)
  • J. Glaister, A. Carass, D.L. Pham, J.A. Butman, and J.L. Prince, "Falx Cerebri Segmentation via Multiatlas Boundary Fusion", 20th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2017), Quebec, Canada, September 10 - 14, 2017. (doi)
  • Y. He, A. Carass, Y. Yun, C. Zhao, B.M. Jedynak, S.D. Solomon, S. Saidha, P.A. Calabresi, and J.L. Prince, "Towards topological correct segmentation of macular OCT from cascaded FCNs", 4th Ophthalmic Medical Image Analysis Workshop in conjunction with the 20th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2017), Quebec, Canada, September 10 - 14, 2017. (doi)
  • C. Zhao, A. Carass, J. Lee, Y. He, and J.L. Prince, "Whole brain segmentation and labeling from CT using synthetic MR images", Eighth International Workshop on Machine Learning in Medical Imaging (MLMI 2017), Quebec, Canada, September 10, 2017. (doi)
  • C. Zhao, A. Carass, A. Jog, J. Lee, and J.L. Prince, "A super-voxel based random forest synthesis framework for bidirectional MR/CT synthesis", Simulation and Synthesis in Medical Imaging (SASHIMI 2017) in conjunction with the 20th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2017), Quebec, Canada, September 10 - 14, 2017. (doi)
  • F. Xing, J. Woo, A.D. Gomez, D.L. Pham, P.V. Bayly, M. Stone, and J.L. Prince, "Phase Vector Incompressible Registration Algorithm for Motion Estimation From Tagged Magnetic Resonance Images", IEEE Trans. on Medical Imaging, 36(10):2116-2128, .
  • B.J. Antony, B.-J. Kim, A. Lang, A. Carass, J.L. Prince, and D.J. Zack, "Automated segmentation of mouse OCT volumes (ASiMOV): Validation & clinical study of a light damage model", PLoS ONE, 12(8);e0181059, 2017. (doi) (PubMed)
  • A.D. Gomez, A. Knutsen, D.L. Pham, P.V. Bayly, and J.L. Prince, "Full-Field 4D Measurements of Acceleration-Induced Deformation in the Living Human Brain", 14th US National Congress on Computational Mechanics (USNCCM), Montreal, Canada, July 2017..
  • J. Glaister, A. Carass, T. NessAiver, J.V. Stough, S. Saidha, P.A. Calabresi, and J.L. Prince, "Thalamus segmentation using multi-modal feature classification: Validation and pilot study of an age-matched cohort", NeuroImage, 158:430-440, 2017. (doi) (PubMed)
  • J. Lee, O.Y. Mian, Y. Le, H.J. Bae, E.C. Burdette, T.L. DeWeese, J.L. Prince, and D.Y. Song, "Intraoperative Registered Ultrasound and Fluoroscopy (iRUF) for dose calculation during prostate brachytherapy: Improved accuracy compared to standard ultrasound-based dosimetry", Radiother Oncol, 124(1):61-67, 2017. (doi) (PubMed)
  • A. Carass, S. Roy, A. Jog, J.L. Cuzzocreo, E. Magrath, A. Gherman, J. Button, J. Nguyen, P.-L. Bazin, P.A. Calabresi, C.M. Crainiceanu, L.M. Ellingsen, D.S. Reich, J.L. Prince, and D.L. Pham, "Longitudinal multiple sclerosis lesion segmentation data resource", Data in Brief, 12:346-350, 2017. (doi) (PubMed)
  • S. Ganpule, N.P. Daphalapurkar, K.T. Ramesh, A.K. Knutsen, D.L. Pham, P.V. Bayly, and J.L. Prince, "A Three-Dimensional Computational Human Head Model That Captures Live Human Brain Dynamics", J. Neurotrauma, 34(13):2154-2166, 2017. (doi) (PubMed)
  • L. Pereira, R.D. Airan, A. Fishman, J.J. Pillai, K. Kansal, C.U. Onyike, J.L. Prince, S.H. Ying, and H.I. Sair, "Resting-state functional connectivity and cognitive dysfunction correlations in spinocerebelellar ataxia type 6 (SCA6)", Human Brain Mapping, 38(6):3001-3010, 2017. (doi) (PubMed)
  • F. Xing, J.L. Prince, M.L. Stone, V.J. Wedeen, G. El Fakhri, and J. Woo, "A four-dimensional motion field atlas of the tongue from tagged and cine magnetic resonance imaging", Proceedings of SPIE Medical Imaging (SPIE-MI 2017), Orlando, FL, February 11 - 16, 2017. (doi)
  • B.E. Dewey, A. Carass, A.M. Blitz, and J.L. Prince, "Efficient Multi-Atlas Registration using an Intermediate Template Image", Proceedings of SPIE Medical Imaging (SPIE-MI 2017), Orlando, FL, February 11 - 16, 2017. (doi)
  • J.A. Ramsey, A.D. Gomez, and J.L. Prince, "Test-suite for image-based motion estimation of the brain and tongue", Proceedings of SPIE Medical Imaging (SPIE-MI 2017), Orlando, FL, February 11 - 16, 2017. (doi) (PubMed)
  • B.J. Antony, A. Carass, A. Lang, B.-J. Kim, D.J. Zack, and J.L. Prince, "Longitudinal Analysis of Mouse OCT Volumes", Proceedings of SPIE Medical Imaging (SPIE-MI 2017), Orlando, FL, February 11 - 16, 2017. (doi)
  • J. Glaister, A. Carass, D. L. Pham, and J.L. Prince, "Automatic falx cerebri and tentorium cerebelli segmentation from Magnetic Resonance Images", Proceedings of SPIE Medical Imaging (SPIE-MI 2017), Orlando, FL, February 11 - 16, 2017. (doi)
  • A. Lang, A. Carass, A.K. Bittner, H.S. Ying, and J.L. Prince, "Improving graph-based OCT segmentation for severe pathology in Retinitis Pigmentosa patients", Proceedings of SPIE Medical Imaging (SPIE-MI 2017), Orlando, FL, February 11 - 16, 2017. (doi) (PubMed)
  • J. Lee, A. Carass, A. Jog, C. Zhao, and J. L. Prince, "Multi-atlas-based CT synthesis from conventional MRI with patch-based refinement for MRI-based radiotherapy planning", Proceedings of SPIE Medical Imaging (SPIE-MI 2017), Orlando, FL, February 11 - 16, 2017. (doi)
  • Y. Yun, A. Carass, A. Lang, J.L. Prince, and B.J. Antony, "Collaborative SDOCT Segmentation and Analysis Software", Proceedings of SPIE Medical Imaging (SPIE-MI 2017), Orlando, FL, February 11 - 16, 2017. (doi)
  • A. Carass, S. Roy, A. Jog, J.L. Cuzzocreo, E. Magrath, A. Gherman, J. Button, J. Nguyen, F. Prados, C.H. Sudre, M.J. Cardoso, N. Cawley, O. Ciccarelli, C.A.M. Wheeler-Kingshott, S. Ourselin, L. Catanese, H. Deshpande, P. Maurel, O. Commowick, C. Barillot, X. Tomas-Fernandez, S.K. Warfield, S. Vaidya, A. Chunduru, R. Muthuganapathy, G. Krishnamurthi, A. Jesson, T. Arbel, O. Maier, H. Handels, L.O. Iheme, D. Unay, S. Jain, D.M. Sima, D. Smeets, M. Ghafoorian, B. Platel, A. Birenbaum, H. Greenspan, P.-L. Bazin, P.A. Calabresi, C.M. Crainiceanu, L.M. Ellingsen, D.S. Reich, J.L. Prince, and D.L. Pham, "Longitudinal Multiple Sclerosis Lesion Segmentation: Resource and Challenge", NeuroImage, 148(C):77-102, 2017. (doi) (PubMed)
  • K. Kansal, Z. Yang, A.M. Fishman, H.I. Sair, S.H. Ying, B.M. Jedynak, J.L. Prince, C.U. Onyike, "Structural cerebellar correlates of cognitive and motor dysfunctions in cerebellar degeneration", Brain, 140(3):707-720, 2017. (doi) (PubMed)
  • M. Chen, A. Carass, A. Jog, J. Lee, S. Roy, and J.L. Prince, "Cross contrast multi-channel image registration using image synthesis for MR brain images", Medical Image Analysis, 36(2):2-14, 2017. (doi) (PubMed)
  • C Ye and J.L. Prince, "Probabilistic tractography using Lasso bootstrap", Medical Image Analysis, 35:544-553, 2017. (doi) (PubMed)
  • A. Jog, A. Carass, S. Roy, D.L. Pham, and J.L. Prince, "Random Forest Regression for Magnetic Resonance Image Synthesis", Medical Image Analysis, 35:475-488, 2017. (doi) (PubMed)


2016

  • C. Ye and J.L. Prince, "A Bayesian approach to fiber orientation estimation guided by volumetric tract segmentation", Computerized Medical Imaging and Graphics, 54:35-47, 2016. (doi) (PubMed)
  • S. Reaungamornrat, T. De Silva, A. Uneri, S. Vogt, G. Kleinszig, A.J. Khanna, J.-P. Wolinsky, J.L. Prince, and J.H. Siewerdsen, "MIND Demons: Symmetric Diffeomorphic Deformable Registration of MR and CT for Image-Guided Spine Surgery", IEEE Trans. on Medical Imaging, 35(11):2413-2424, 2016. (doi) (PubMed)
  • S. Roy, Y.-Y. Chou, A. Jog, J. Butman, and D.L. Pham, "Patch Based Synthesis of Whole Head MR Images: Application to EPI Distortion Correction", SASHIMI: Simulation and Synthesis in Medical Imaging Workshop at the 19th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2016), Athens, Greece, October 17 - 21, 2016. (doi)
  • A. Jog, A. Carass, and J.L. Prince, "Self Super-resolution for Magnetic Resonance Images", 19th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2016), Athens, Greece, October 17 - 21, 2016. (doi)
  • A.D. Gomez, F. Xing, D. Chan, D.L. Pham, P. Bayly, and J.L. Prince, "Motion Estimation with Finite-Element Biomechanical Models and Tracking Constraints from Tagged MRI", Computational Biomechanics for Medicine XI Workshop at the 19th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2016), Athens, Greece, October 17 - 21, 2016.
  • F. Xing, J. Woo, A.D. Gomez, D.L. Pham, P.V. Bayly, M. Stone, and J.L. Prince, "Incompressible Phase Registration for Motion Estimation from Tagged Magnetic Resonance Images", Reconstruction and Analysis of Moving Body Organs‎ (RAMBO 2016) Workshop at the 19th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2016), Athens, Greece, October 17 - 21, 2016. (doi)
  • S. Roy, A. Carass, J. Pacheco, M. Bilgel, S.M. Resnick, J.L. Prince, and D.L. Pham, "Temporal filtering of longitudinal brain magnetic resonance images for consistent segmentation", NeuroImage: Clinical, 11:264-275, 2016. (doi)
  • Y. Huo, A.J. Plassard, A. Carass, S.M. Resnick, D.L. Pham, J.L. Prince, and B.A. Landmann, "Consistent Cortical Reconstruction and Multi-atlas Brain Segmentation", NeuroImage, 138:197-210, 2016. (doi)
  • C. Ye, J. Zhuo, R.P. Gullapalli, and J.L. Prince, "Estimation of fiber orientations using neighborhood information", Medical Image Analysis, 32:243-256, 2016. (doi)
  • M. Bilgel, J.L. Prince, D.F. Wong, S.M. Resnick, and B.M. Jedynak, "A multivariate nonlinear mixed effects model for longitudinal image analysis: Application to amyloid imaging", NeuroImage, 134:658-670, 2016. (doi)
  • F. Xing, J.L. Prince, and B.A. Landman, "Investigation of Bias in Continuous Medical Image Label Fusion", PloS One, 11(6):e0155862, 2016. (doi)
  • F. Xing, J. Woo, J. Lee, E.Z. Murano, M. Stone, and J.L. Prince, "Analysis of 3-D Tongue Motion From Tagged and Cine Magnetic Resonance Images", Jrnl. of Speech, Language, and Hearing Research, 59(3):468-479, 2016. (doi)
  • Z. Yang, C. Ye, J.A. Bogovic, A. Carass, B.M. Jedynak, S.H. Ying, and J.L. Prince, "Automated Cerebellar Lobule Segmentation with Application to Cerebellar Structural Analysis in Cerebellar Disease", NeuroImage, 127:435-444, 2016. (doi)
  • E. Dehghan, Y. Le, J. Lee, D. Song, G. Fichtinger, and J.L. Prince, "CT and MRI Fusion for Postimplant Prostate Brachytherapy Evaluation", 13th IEEE International Symposium on Biomedical Imaging (ISBI 2016), Prague, Czech Republic, April 13 - 16, 2016. (doi)
  • A. Lang, A. Carass, B.M. Jedynak, S.D. Solomon, P.A. Calabresi, and J.L. Prince, "Intensity Inhomogeneity Correction of Macular OCT Using N3 and Retinal Flatspace", 13th IEEE International Symposium on Biomedical Imaging (ISBI 2016), Prague, Czech Republic, April 13 - 16, 2016. (doi) (PubMed) (PMCID 5042207)
  • D. Coon, L. Chen, E.M. Boctor, J.L. Prince, and B. Bojovic, "Proof-of-Concept Studies for Marker-Based Ultrasound Doppler Analysis of Microvascular Anastomoses in a Modified Large Animal Model", Jrnl. of Reconstructive Microsurgery, 32(04):251-255, 2016. (doi)
  • M. Bilgel, Y. An, Y. Zhou, D.F. Wong, J.L. Prince, L. Ferrucci, and S.M. Resnick, "Individual estimates of age at detectable amyloid onset for risk factor assessment", Alzheimer's & Dementia, 12(4):373-379, 2016. (doi) (PubMed) (PMCID 4841700)
  • J. Woo, F. Xing, J. Lee, M. Stone, and J.L. Prince, "A spatio-temporal atlas and statistical model of the tongue during speech from cine-MRI", Computer Methods in Biomechanics and Biomedical Engineering: Imaging & Visualization, 1-12, 2016. (doi)
  • M. Stone, J. Woo, J. Lee, T. Poole, A. Seagraves, M. Chung, E. Kim, E.Z Murano, J.L. Prince, and S.S. Blemker, "Structure and variability in human tongue muscle anatomy", Computer Methods in Biomechanics and Biomedical Engineering: Imaging & Visualization, 1-9, 2016. (doi)
  • L. Liu, J. Glaister, X. Sun, A. Carass, T.D. Tran, and J.L. Prince, "Segmentation of Thalamus from MR images via Task-Driven Dictionary Learning", Proceedings of SPIE Medical Imaging (SPIE-MI 2016), San Diego, CA, February 27 - March 3, 2016. (PDF) (doi) (PubMed)
  • S.M. Abulnaga, Z. Yang, A. Carass, K. Kansal, B.M. Jedynak, C.U. Onyike, S.H. Ying, and J.L. Prince, "A toolbox to visually explore cerebellar sub-structure shape changes in cerebellar ataxia", Proceedings of SPIE Medical Imaging (SPIE-MI 2016), San Diego, CA, February 27 - March 3, 2016. (doi)
  • Z. Yang, S.M. Abulnaga, A. Carass, K. Kansal, B.M. Jedynak, C. Onyike, S.H. Ying, and J.L. Prince, "Landmark Based Shape Analysis for Cerebellar Ataxia Classification and Structural Change Pattern Visualization", Proceedings of SPIE Medical Imaging (SPIE-MI 2016), San Diego, CA, February 27 - March 3, 2016. (PDF) (doi) (PubMed)
  • J. Glaister, A. Carass, J.V. Stough, P.A. Calabresi, and J.L. Prince, "Thalamus parcellation using multi-modal feature classification and thalamic nuclei priors", Proceedings of SPIE Medical Imaging (SPIE-MI 2016), San Diego, CA, February 27 - March 3, 2016. (PDF) (doi) (PubMed)
  • Y. Huo, A. Carass, S.M. Resnick, D.L. Pham, J.L. Prince, and B.A. Landman, "Combining Multi-atlas Segmentation with Brain Surface Estimation", Proceedings of SPIE Medical Imaging (SPIE-MI 2016), San Diego, CA, February 27 - March 3, 2016. (doi)
  • L.M. Ellingsen, S. Roy, A. Carass, D.L. Pham, A.M. Blitz, and J.L. Prince, "Segmentation and labeling of the ventricular system in normal pressure hydrocephalus using patch-based tissue classification and multi-atlas labeling", Proceedings of SPIE Medical Imaging (SPIE-MI 2016), San Diego, CA, February 27 - March 3, 2016. (PDF) (doi)
  • A.J. Plassard, Z. Yang, S. Rane, J.L. Prince, D.O. Claassen, and B.A. Landman, "Improving cerebellar segmentation with statistical fusion", Proceedings of SPIE Medical Imaging (SPIE-MI 2016), San Diego, CA, February 27 - March 3, 2016. (doi)
  • K. Li, C. Ye, Z. Yang, A. Carass, S.H. Ying, and J.L. Prince, "Quality Assurance using Outlier Detection on an Automatic Segmentation Method for the Cerebellar Peduncles", Proceedings of SPIE Medical Imaging (SPIE-MI 2016), San Diego, CA, February 27 - March 3, 2016. (PDF) (doi) (PubMed)
  • C. Zhao, A. Carass, A. Jog, and J.L. Prince, "Effects of Spatial Resolution on Image Registration", Proceedings of SPIE Medical Imaging (SPIE-MI 2016), San Diego, CA, February 27 - March 3, 2016. (doi) (PubMed)
  • S. Reaungamornrat, T. De Silva, A. Uneri, J.-P. Wolinsky, A.J. Khanna, G. Klienszig, S. Vogt, J.L. Prince, and J.H. Siewerdsen, "MIND Demons for MR-to-CT deformable image registration in image-guided spine surgery", Proceedings of SPIE Medical Imaging (SPIE-MI 2016), San Diego, CA, February 27 - March 3, 2016. (doi)
  • A. Lang, A. Carass, O. Al-Louzi, P. Bhargava, S.D. Solomon, P.A. Calabresi, and J.L. Prince, "Combined registration and motion correction of longitudinal retinal OCT data", Proceedings of SPIE Medical Imaging (SPIE-MI 2016), San Diego, CA, February 27 - March 3, 2016. (PDF) (doi)
  • B.J. Antony, M. Chen, A. Carass, B.M. Jedynak, O. Al-Louzi, S.D. Solomon, S. Saidha, P.A. Calabresi, and J.L. Prince, "Voxel Based Morphometry in Optical Coherence Tomography: Validation & Core Findings", Proceedings of SPIE Medical Imaging (SPIE-MI 2016), San Diego, CA, February 27 - March 3, 2016. (PDF) (doi)
  • B.J. Antony, A. Lang, E.K. Swingle, O. Al-Louzi, A. Carass, S.D. Solomon, P.A. Calabresi, S. Saidha, and J.L. Prince, "Simultaneous Segmentation of Retinal Surfaces and Microcystic Macular Edema in SDOCT Volumes", Proceedings of SPIE Medical Imaging (SPIE-MI 2016), San Diego, CA, February 27 - March 3, 2016. (PDF) (doi)


2015

  • B. Ibragimov, J.L. Prince, E.Z. Murano, J. Woo, M. Stone, B. Likar, F. Pernuš, and T. Vrtovec, "Segmentation of tongue muscles from super-resolution magnetic resonance images", Medical Image Analysis, 20(1):198-207, 2015. (doi) (PubMed)
  • J. Woo, J. Lee, E.Z. Murano, F. Xing, M. Al-Talib, M. Stone, and J.L. Prince, "A high-resolution atlas and statistical model of the vocal tract from structural MRI", Computer Methods in Biomechanics and Biomedical Engineering: Imaging & Visualization, 3(1):1-14, 2015. (doi) (PubMed)
  • M. Bilgel, A. Carass, S.M. Resnick, D.F. Wong, and J.L. Prince, "Deformation field correction for spatial normalization of PET images", NeuroImage, 119:152-163, 2015. (doi) (PubMed)
  • S. Roy, Q. He, E. Sweeney, A. Carass, D.S. Reich, J.L. Prince, and D.L. Pham, "Subject Specific Sparse Dictionary Learning for Atlas Based Brain MRI Segmentation", IEEE Journal of Biomedical and Health Informatics, 19(5):1598-1609, 2015. (doi) (PubMed)
  • C. Ye, Z. Yang, S.H. Ying, and J.L. Prince, "Segmentation of the Cerebellar Peduncles Using a Random Forest Classifier and a Multi-object Geometric Deformable Model: Application to Spinocerebellar Ataxia Type 6", Neuroinformatics, 13(3):367-381, 2015. (doi) (PubMed)
  • J. Oh, E.S. Sotirchos, S. Saidha, A. Whetstone, M. Chen, S.D. Newsome, K. Zackowski, L.J. Balcer, E. Frohman, J.L. Prince, M. Diener-West, D.S. Reich, and P.A. Calabresi, "Relationships between quantitative spinal cord MRI and retinal layers in multiple sclerosis", Neurology, 84(7): 720-728, 2015. (doi) (PubMed)
  • S. Roy, A. Carass, J.L. Prince, and D.L. Pham, "Longitudinal Patch-Based Segmentation of Multiple Sclerosis White Matter Lesions", Sixth International Workshop on Machine Learning in Medical Imaging (MLMI 2015), Munich, Germany, October 5, 2015. (doi) (PubMed)
  • M. Bilgel, B. Jedynak, D.F. Wong, S.M. Resnick, and J.L. Prince, "Temporal Trajectory and Progression Score Estimation from Voxelwise Longitudinal Imaging Measures: Application to Amyloid Imaging", 24th Conference on Information Processing in Medical Imaging (IPMI 2015), Isle of Skye, Scotland, June 28 - July 3, 2015. (doi) (PubMed)
  • J. Woo, F. Xing, J. Lee, M. Stone, and J.L. Prince, "Construction of An Unbiased Spatio-Temporal Atlas of the Tongue During Speech", 24th Conference on Information Processing in Medical Imaging (IPMI 2015), Isle of Skye, Scotland, June 28 - July 3, 2015. (doi) (PubMed)
  • A. Jog, A. Carass, D.L. Pham, and J.L. Prince, "Tree-Encoded Conditional Random Fields for Image Synthesis", 24th Conference on Information Processing in Medical Imaging (IPMI 2015), Isle of Skye, Scotland, June 28 - July 3, 2015. (doi) (PubMed)
  • B.M. Jedynak, B. Liu, A. Lang, Y. Gel, and J.L. Prince, "A computational method for computing an Alzheimer's Disease Progression Score; experiments and validation with the ADNI dataset", Neurobiology of Aging, 36(S1):S178-S184, 2015. (doi) (PubMed)
  • J. Woo, M. Stone, and J.L. Prince, "Multimodal Registration via Mutual Information Incorporating Geometric and Spatial Context", IEEE Trans. on Image Processing, 24(2):757-769, 2015. (doi) (PubMed)
  • P. Bhargava, A. Lang, O. Al-Louzi, A. Carass, J.L. Prince, P.A. Calabresi, and S. Saidha, "Applying an open-source segmentation algorithm to different OCT devices in Multiple Sclerosis patients and healthy controls: implications for clinical trials", Multiple Sclerosis International, Article ID 136295, 2015. (doi) (PubMed)
  • G.A. Sigurdsson, Z. Yang, T.D. Tran, J.L. Prince, "Interpretable exemplar-based shape classification using constrained sparse linear models", Proceedings of SPIE Medical Imaging (SPIE-MI 2015), Orlando, FL, February 21-26, 2015. (doi)
  • F. Xing, C. Ye, J. Woo, M.L. Stone, and J.L. Prince, "Relating speech production to tongue muscle compressions using tagged and high-resolution magnetic resonance imaging", Proceedings of SPIE Medical Imaging (SPIE-MI 2015), Orlando, FL, February 21-26, 2015. (doi) (PubMed)
  • A. Jog, A. Carass, D.L. Pham, and J.L. Prince, "Multi-output decision trees for lesion segmentation in multiple sclerosis", Proceedings of SPIE Medical Imaging (SPIE-MI 2015), Orlando, FL, February 21-26, 2015. (doi) (PubMed)
  • M. Chen, A. Jog, A. Carass, and J.L. Prince, "Using image synthesis for multi-channel registration of different image modalities", Proceedings of SPIE Medical Imaging (SPIE-MI 2015), Orlando, FL, February 21-26, 2015. (doi) (PubMed)
  • E.K. Swingle, A. Lang, A. Carass, O. Al-Louzi, J.L. Prince, and P.A. Calabresi, "Segmentation of microcystic macular edema in Cirrus OCT scans with an exploratory longitudinal study", Proceedings of SPIE Medical Imaging (SPIE-MI 2015), Orlando, FL, February 21-26, 2015. (doi) (PubMed)
  • A. Lang, A. Carass, O. Al-Louzi, P. Bhargava, S. Saidha, H.S. Ying, P.A. Calabresi, and J.L. Prince, "Longitudinal graph-based segmentation of macular OCT using fundus alignment", Proceedings of SPIE Medical Imaging (SPIE-MI 2015), Orlando, FL, February 21-26, 2015. (doi) (PubMed)
  • A. Lang, A. Carass, E.K. Swingle, O. Al-Louzi, P. Bhargava, S. Saidha, H.S. Ying, P.A. Calabresi, and J.L. Prince, "Automatic segmentation of microcystic macular edema in OCT", Biomedical Optics Express, 6(1):155-169, 2015. (doi) (PubMed)


2014

  • C. Ye, A. Carass, E. Murano, M. Stone, and J.L. Prince, "A Bayesian Approach to Distinguishing Interdigitated Muscles in the Tongue from Limited Diffusion Weighted Imaging", MICCAI Workshop on Bayesian and Graphical Models for Biomedical Imaging (BAMBI 2014), Boston, MA, September 18, 2014. (doi)
  • J. Woo, F. Xing, J. Lee, M. Stone, and J.L. Prince, "Determining Functional Units of Tongue Motion via Graph-regularized Sparse Non-negative Matrix Factorization", 17th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2014), Boston, MA, September 14-18, 2014. (doi)
  • J.V. Stough, J. Glaister, C. Ye, S.H. Ying, J.L. Prince, and A. Carass, "Automatic method for thalamus parcellation using multi-modal feature classification", 17th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2014), Boston, MA, September 14-18, 2014. (PDF) (doi)
  • Z. Yang, S. Zhong, A. Carass, S. Ying, and J.L. Prince, "Deep Learning for Cerebellar Ataxia Classification and Functional Score Regression", Fifth International Workshop on Machine Learning in Medical Imaging (MLMI 2014), Boston, MA, September 14, 2014. (doi)
  • S. Roy, A. Carass, J.L. Prince, and D.L. Pham, "Subject Specific Sparse Dictionary Learning for Atlas Based Brain MRI Segmentation", Fifth International Workshop on Machine Learning in Medical Imaging (MLMI 2014), Boston, MA, September 14, 2014. (doi)
  • M. Bilgel, A. Carass, S.M. Resnick, D.F. Wong, J.L. Prince, "Deformation Field Correction for Spatial Normalization of PET Images Using a Population-Derived Partial Least Squares Model", Fifth International Workshop on Machine Learning in Medical Imaging (MLMI 2014), Boston, MA, September 14, 2014. (doi) (PubMed)
  • J. Lee, J. Woo, F. Xing, E. Murano, M. Stone, and J.L. Prince, "Semi-automatic segmentation for 3D motion analysis of the tongue with dynamic MRI", Computerized Medical Imaging and Graphics, 38(8):714-724, 2014. (doi)
  • J. Woo, M. Stone, Y. Suo, E.Z. Murano, and J.L. Prince, "Tissue-Point Motion Tracking in the Tongue From Cine MRI and Tagged MRI", Journal of Speech, Language, and Hearing Research, 57(2):S626-S636, 2014. (doi)
  • S. Roy, W.-T. Wang, A. Carass, J.L. Prince, J.A. Butman, and D.L. Pham, "PET Attenuation Correction Using Synthetic CT from Ultrashort Echo-Time MR Imaging", Jrnl. of Nuclear Medicine, 55:1-7, 2014. (doi)
  • M. Bilgel, Y. An, A. Lang, J. Prince, L. Ferrucci, B. Jedynak, and S.M. Resnick, "Trajectories of Alzheimer disease-related cognitive measures in a longitudinal sample", Alzheimer’s & Dementia, 10(6):735–742, 2014. (doi)
  • J. Oh, M. Seigo, S. Saidha, E. Sotirchos, K. Zackowski, M. Chen, J.L. Prince, M. Diener-West, P.A. Calabresi, and D.S. Reich, "Spinal Cord Normalization in Multiple Sclerosis", Journal of NeuroImaging, 24(6):577-584, 2014. (doi)
  • N.Shiee, P.-L. Bazin, J.L. Cuzzocreo, C. Ye, B. Kishore, A. Carass, P.A. Calabresi, D.S. Reich, J.L. Prince, and D.L. Pham, "Robust Reconstruction of the Human Brain Cortex in the Presence of the WM Lesions: Method and Validation", Human Brain Mapping, 35(7):3385-3401, 2014. (doi)
  • M.E. Ranta, M. Chen, D. Crocetti, J.L. Prince, K. Subramaniam, B. Fischl, W.E. Kaufmann, and S.H. Mostofsky, "Automated MRI parcellation of the frontal lobe", Human Brain Mapping, 35(5):2009-2026, 2014. (doi)
  • P.A. Nyquist, M.S. Bilgel, R. Gottesman, L.R. Yanek, T.F. Moy, L.C. Becker, J. Cuzzocreo, J. Prince, D.M. Yousem, D.M. Becker, B.G. Kral, and D. Vaidya, "Extreme Deep White Matter Hyperintensity Volumes Are Associated with African American Race", Cerebrovascular Diseases, 37(4):244-250, 2014. (doi)
  • N. Kuo, E. Dehghan, A. Deguet, E. C. Burdette, G. Fichtinger, J. L. Prince, D. Y. Song, and J. Lee, "An image-guidance system for dynamic dosimetry in prostate brachytherapy using ultrasound and fluoroscopy", Medical Physics, 41(9):091712, 2014. (doi)
  • M.A.L. Bell, N.P. Kuo, D.Y. Song, J. Kang, and E.M. Boctor, "In vivo photoacoustic imaging of prostate brachytherapy seeds", Proceedings of SPIE Medical Imaging (SPIE-MI 2014), San Diego, CA, February 15-20, 2014. (doi)
  • M.A.L. Bell, N. Kuo, D.Y. Song, and E.M. Boctor, "Short-lag spatial coherence beamforming of photoacoustic images for enhanced visualization of prostate brachytherapy seeds", Biomedical Optics Express, 4(10):1964-1977, 2014. (doi)
  • M. Chen, A. Lang, H.S. Ying, P.A. Calabresi, J.L. Prince, and A. Carass, "Analysis of macular OCT images using deformable registration", Biomedical Optics Express, 5(7):2196-2214, 2014. (PDF) (doi)
  • A. Carass, A. Lang, M. Hauser, P.A. Calabresi, H.S. Ying, and J.L. Prince, "Multiple-object geometric deformable model for segmentation of macular OCT", Biomedical Optics Express, 5(4):1062-1074, 2014. (PDF) (doi)
  • A. Jog, A. Carass, D.L. Pham, and J.L. Prince, "Random Forest FLAIR reconstruction from T1, T2, and PD-weighted MRI", 11th IEEE International Symposium on Biomedical Imaging (ISBI 2014), Beijing, China, April 28 - May 2, 2014. (doi)
  • A. Jog, A. Carass, and J.L. Prince, "Improving Magnetic Resonance Resolution with Supervised Learning", 11th IEEE International Symposium on Biomedical Imaging (ISBI 2014), Beijing, China, April 28 - May 2, 2014. (doi)
  • S. Roy, Q. He, A. Jog, A. Carass, J.L. Prince, and D.L. Pham, "Example based lesion segmentation", Proceedings of SPIE Medical Imaging (SPIE-MI 2014), San Diego, CA, February 15-20, 2014. (doi)
  • S. Roy, A. Carass, A. Jog, J.L. Prince, and J. Lee, "MR to CT registration of brains using image synthesis", Proceedings of SPIE Medical Imaging (SPIE-MI 2014), San Diego, CA, February 15-20, 2014. (doi)
  • G.A. Sigurdsson and J.L. Prince, "Smoothing fields of weighted collections with applications to diffusion MRI processing", Proceedings of SPIE Medical Imaging (SPIE-MI 2014), San Diego, CA, February 15-20, 2014. (doi)
  • A. Lang, A. Carass, P.A. Calabresi, H.S. Ying, and J.L. Prince, "An adaptive grid for graph-based segmentation in macular cube OCT", Proceedings of SPIE Medical Imaging (SPIE-MI 2014), San Diego, CA, February 15-20, 2014. (doi)
  • E.K. Swingle, A. Carass, A. Lang, P.A. Calabresi, H.S. Ying, and J.L. Prince, "Microcystic macular edema detection in retina OCT images", Proceedings of SPIE Medical Imaging (SPIE-MI 2014), San Diego, CA, February 15-20, 2014. (doi)


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