Jerry Prince

Research output

Research output per year 1982 2000 2007 2009 2010 2011 2012 2013 2014 2015 2016 2017 2018 2019 2020 2021 2022 2023 2023

• 275 Article
• 250 Conference contribution
• 40 Conference article
• 24 Paper
• 33 More
  • 18 Chapter
  • 5 Editorial
  • 5 Review article
  • 2 Comment/debate
  • 1 Book
  • 1 Foreword/postscript
  • 1 Letter

Research output per year

Research output per year

Search results

• 2023

  A deep generative prior for high-resolution isotropic MR head slices

  Remedios, S. W., Dewey, B. E., Carass, A., Pham, D. & Prince, J. L., 2023, Medical Imaging 2023: Image Processing. Colliot, O. & Isgum, I. (eds.). SPIE, 124640I. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12464).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Magnetic Resonance 100%
  • Magnetic resonance 99%
  • magnetic resonance 87%
  • Magnetic Resonance Spectroscopy 80%
  • Head 70%

• A latent space for unsupervised MR image quality control via artifact assessment

  Zuo, L., Xue, Y., Dewey, B. E., Liu, Y., Prince, J. L. & Carass, A., 2023, Medical Imaging 2023: Image Processing. Colliot, O. & Isgum, I. (eds.). SPIE, 1246418. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12464).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • quality control 100%
  • Magnetic Resonance 93%
  • Magnetic resonance 92%
  • Quality Control 87%
  • Artifacts 86%

• Analysis of Tongue Muscle Strain During Speech From Multimodal Magnetic Resonance Imaging

  Shao, M., Xing, F., Carass, A., Liang, X., Zhuo, J., Stone, M., Woo, J. & Prince, J. L., Feb 2023, In: Journal of Speech, Language, and Hearing Research. 66, 2, p. 513-526 14 p.

  Research output: Contribution to journal › Article › peer-review

  • Magnetic Resonance Imaging 100%
  • Tongue 70%
  • Muscles 40%
  • Fiber 35%
  • Speech Production 30%

• Attentive continuous generative self-training for unsupervised domain adaptive medical image translation

  Liu, X., Prince, J. L., Xing, F., Zhuo, J., Reese, T., Stone, M., El Fakhri, G. & Woo, J., Aug 2023, In: Medical image analysis. 88, 102851.

  Research output: Contribution to journal › Article › peer-review

  • Magnetic resonance 100%
  • Labels 81%
  • Magnetic Resonance Spectroscopy 81%
  • Anisotropy 54%
  • Uncertainty 44%

• Automated Ventricle Parcellation and Evan's Ratio Computation in Pre- and Post-Surgical Ventriculomegaly

  Wang, Y., Feng, A., Xue, Y., Zuo, L., Liu, Y., Blitz, A. M., Luciano, M. G., Carass, A. & Prince, J. L., 2023, 2023 IEEE International Symposium on Biomedical Imaging, ISBI 2023. IEEE Computer Society, (Proceedings - International Symposium on Biomedical Imaging; vol. 2023-April).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  • Normal Pressure Hydrocephalus 100%
  • Magnetic resonance 98%
  • Magnetic Resonance Spectroscopy 79%
  • Surgery 71%
  • Artifacts 45%

• Deep learning in optical coherence tomography: Where are the gaps?

  Li, D., Ran, A. R., Cheung, C. Y. & Prince, J. L., Nov 2023, In: Clinical and Experimental Ophthalmology. 51, 8, p. 853-863 11 p.

  Research output: Contribution to journal › Review article › peer-review

  • Deep Learning 100%
  • Optical Coherence Tomography 72%
  • Eye Diseases 15%
  • Optic Disk 8%
  • Triage 8%

• DrDisco: Deep Registration for Distortion Correction of Diffusion MRI with single phase-encoding

  Bian, Z., Shao, M., Carass, A. & Prince, J. L., 2023, Medical Imaging 2023: Image Processing. Colliot, O. & Isgum, I. (eds.). SPIE, 124641A. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12464).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  • Diffusion Magnetic Resonance Imaging 100%
  • Magnetic resonance imaging 88%
  • coding 78%
  • Deep Learning 77%
  • Imaging techniques 64%

• Effect of Direction and Frequency of Skull Motion on Mechanical Vulnerability of the Human Brain

  Okamoto, R. J., Escarcega, J. D., Alshareef, A., Carass, A., Prince, J. L., Johnson, C. L. & Bayly, P. V., Oct 1 2023, In: Journal of Biomechanical Engineering. 145, 11, 111005.

  Research output: Contribution to journal › Article › peer-review

  • Skull 100%
  • Brain 83%
  • Direction compound 73%
  • Elasticity Imaging Techniques 70%
  • Strain energy 61%

• Effects of Ibudilast on Retinal Atrophy in Progressive Multiple Sclerosis Subtypes: Post Hoc Analyses of the SPRINT-MS Trial

  Ehrhardt, H., Lambe, J., Moussa, H., Vasileiou, E. S., Kalaitzidis, G., Murphy, O. C., Filippatou, A. G., Pellegrini, N., Douglas, M., Davis, S., Nagy, N., Quiroga, A., Hu, C., Zambriczki Lee, A., Duval, A., Fitzgerald, K. C., Prince, J. L., Calabresi, P. A., Sotirchos, E. S., Bermel, R., & 1 othersSaidha, S., Sep 5 2023, In: Neurology. 101, 10, p. E1014-E1024

  Research output: Contribution to journal › Article › peer-review

  • ibudilast 100%
  • Multiple Sclerosis 48%
  • Atrophy 47%
  • Optical Coherence Tomography 25%
  • Chronic Progressive Multiple Sclerosis 23%

• Erratum: Cerebellar Contributions to Motor and Cognitive Control in Multiple Sclerosis (Archives of Physical Medicine and Rehabilitation (2022) 103(8) (1592–1599), (S0003999321017731), (10.1016/j.apmr.2021.12.010))

  Fritz, N. E., Edwards, E. M., Ye, C., Prince, J., Yang, Z., Gressett, T., Keller, J., Myers, E., Calabresi, P. A. & Zackowski, K. M., May 2023, In: Archives of physical medicine and rehabilitation. 104, 5, p. 842 1 p.

  Research output: Contribution to journal › Comment/debate › peer-review

  Open Access

  • Physical and Rehabilitation Medicine 100%
  • Multiple Sclerosis 65%
  • Organized Financing 43%

• ESPRESO: An algorithm to estimate the slice profile of a single magnetic resonance image

  Han, S., Remedios, S. W., Schär, M., Carass, A. & Prince, J. L., May 2023, In: Magnetic Resonance Imaging. 98, p. 155-163 9 p.

  Research output: Contribution to journal › Article › peer-review

  • Magnetic resonance 100%
  • Magnetic Resonance Spectroscopy 81%
  • Direction compound 46%
  • Optical transfer function 20%
  • Discriminators 19%

• FastCod: Fast Brain Connectivity in Diffusion Imaging

  Bian, Z., Shao, M., Zhuo, J., Gullapalli, R. P., Carass, A. & Prince, J. L., 2023, Medical Imaging 2023: Image Processing. Colliot, O. & Isgum, I. (eds.). SPIE, 124640P. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12464).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  • Magnetic Resonance 100%
  • Magnetic resonance 99%
  • brain 91%
  • Magnetic Resonance Spectroscopy 80%
  • Brain 79%

• HACA3: A unified approach for multi-site MR image harmonization

  Zuo, L., Liu, Y., Xue, Y., Dewey, B. E., Remedios, S. W., Hays, S. P., Bilgel, M., Mowry, E. M., Newsome, S. D., Calabresi, P. A., Resnick, S. M., Prince, J. L. & Carass, A., Oct 2023, In: Computerized Medical Imaging and Graphics. 109, 102285.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Magnetic resonance 100%
  • Magnetic Resonance Spectroscopy 81%
  • Anatomy 39%
  • Artifacts 34%
  • Imaging techniques 24%

• Image filtering: enhancement and restoration

  Aja-Fernández, S., Curiale, A. H. & Prince, J. L., Jan 1 2023, Medical Image Analysis. Elsevier, p. 145-176 32 p.

  Research output: Chapter in Book/Report/Conference proceeding › Chapter

  • Image reconstruction 100%
  • Image enhancement 54%

• Investigating the effect of cerebral atrophy on brain deformation using subject-specific models

  Hong, A., Carass, A., Zuo, L., Prince, J. L. & Alshareef, A., 2023, Medical Imaging 2023: Biomedical Applications in Molecular, Structural, and Functional Imaging. Gimi, B. S. & Krol, A. (eds.). SPIE, 1246815. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12468).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • atrophy 100%
  • brain damage 73%
  • brain 56%
  • Atrophy 52%
  • Brain 49%

• Investigation of probability maps in deep-learning-based brain ventricle parcellation

  Wang, Y., Feng, A., Xue, Y., Shao, M., Blitz, A. M., Luciano, M. G., Carass, A. & Prince, J. L., 2023, Medical Imaging 2023: Image Processing. Colliot, O. & Isgum, I. (eds.). SPIE, 124642G. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12464).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  • Deep Learning 100%
  • learning 78%
  • Normal Pressure Hydrocephalus 76%
  • Magnetic Resonance 75%
  • Magnetic resonance 75%

• Joint Synthesis of WMn MPRAGE and Parameter Maps Using Deep Learning and an Imaging Equation

  Tohidi, P., Han, S., Zuo, L., Zhuo, J., Roys, S. R., Carass, A., Gullapalli, R. P. & Prince, J. L., 2023, Medical Imaging 2023: Image Processing. Colliot, O. & Isgum, I. (eds.). SPIE, 124642F. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12464).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Deep Learning 100%
  • Thalamic Nuclei 94%
  • learning 78%
  • Magnetic Resonance 75%
  • Deep learning 64%

• Label Propagation Via Random Walk for Training Robust Thalamus Nuclei Parcellation Model from Noisy Annotations

  Feng, A., Xue, Y., Wang, Y., Yan, C., Bian, Z., Shao, M., Zhuo, J., Gullapalli, R. P., Carass, A. & Prince, J. L., 2023, 2023 IEEE International Symposium on Biomedical Imaging, ISBI 2023. IEEE Computer Society, (Proceedings - International Symposium on Biomedical Imaging; vol. 2023-April).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  • Thalamic Nuclei 100%
  • Thalamus 76%
  • Labels 65%
  • Brain Concussion 19%
  • Masks 16%

• Medical Image Analysis

  Frangi, A. F., Prince, J. L. & Sonka, M., Jan 1 2023, Elsevier. 658 p.

  Research output: Book/Report › Book

  • Clinical research 100%
  • Motion analysis 84%
  • Image enhancement 81%
  • Image analysis 68%
  • Machine learning 52%

• Motor control similarity between speakers saying “a souk” using inverse atlas tongue modeling

  Maity, U., Xing, F., Prince, J., Stone, M., Georges, E. F., Woo, J. & Fels, S., 2023, In: Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. 2023-August, p. 4189-4193 5 p.

  Research output: Contribution to journal › Conference article › peer-review

  Open Access

  • Motor Control 100%
  • Atlas 81%
  • Muscle 80%
  • Tongue 63%
  • Speech 60%

• New starting point registration method for tagged MRI tongue motion estimation

  Yu, J., Shao, M., Bian, Z., Liang, X., Zhuo, J., Stone, M. & Prince, J. L., 2023, Medical Imaging 2023: Image Processing. Colliot, O. & Isgum, I. (eds.). SPIE, 1246429. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12464).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  • tongue 100%
  • Motion estimation 79%
  • Magnetic resonance 77%
  • Tongue 69%
  • magnetic resonance 68%

• Preface

  Frangi, A. F., Prince, J. L. & Sonka, M., Jan 1 2023, Medical Image Analysis. Elsevier, p. xxxi-xxxv

  Research output: Chapter in Book/Report/Conference proceeding › Foreword/postscript

• Rapid Brain Meninges Surface Reconstruction with Layer Topology Guarantee

  Duan, P., Xue, Y., Han, S., Zuo, L., Carass, A., Bernhard, C., Hays, S., Calabresi, P. A., Resnick, S. M., Duncan, J. S. & Prince, J. L., 2023, 2023 IEEE International Symposium on Biomedical Imaging, ISBI 2023. IEEE Computer Society, (Proceedings - International Symposium on Biomedical Imaging; vol. 2023-April).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  • Surface reconstruction 100%
  • Meninges 99%
  • Subarachnoid Space 64%
  • Brain 63%
  • Topology 52%

• Recurrent Self Fusion: Iterative Denoising for Consistent Retinal OCT Segmentation

  Wei, S., Liu, Y., Bian, Z., Wang, Y., Zuo, L., Calabresi, P. A., Saidha, S., Prince, J. L. & Carass, A., 2023, Ophthalmic Medical Image Analysis - 10th International Workshop, OMIA 2023, Held in Conjunction with MICCAI 2023, Proceedings. Antony, B., Chen, H., Fang, H., Fu, H., Lee, C. S. & Zheng, Y. (eds.). Springer Science and Business Media Deutschland GmbH, p. 42-51 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14096 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Optical Coherence Tomography 100%
  • Optical tomography 70%
  • Denoising 66%
  • Segmentation 61%
  • Fusion 55%

• Segmentation by deformable models

  Prince, J. L., Jan 1 2023, Medical Image Analysis. Elsevier, p. 227-246 20 p.

  Research output: Chapter in Book/Report/Conference proceeding › Chapter

  • Computational methods 100%

• Segmenting thalamic nuclei from manifold projections of multi-contrast MRI

  Yan, C., Shao, M., Bian, Z., Feng, A., Xue, Y., Zhuo, J., Gullapalli, R. P., Carass, A. & Prince, J. L., 2023, Medical Imaging 2023: Image Processing. Colliot, O. & Isgum, I. (eds.). SPIE, 1246434. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12464).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  • thalamus 100%
  • Thalamic Nuclei 82%
  • Magnetic resonance imaging 66%
  • Magnetic Resonance 65%
  • Magnetic resonance 65%

• Speech Audio Synthesis from Tagged MRI and Non-negative Matrix Factorization via Plastic Transformer

  Liu, X., Xing, F., Stone, M., Zhuo, J., Fels, S., Prince, J. L., El Fakhri, G. & Woo, J., 2023, Medical Image Computing and Computer Assisted Intervention – MICCAI 2023 - 26th International Conference, Proceedings. Greenspan, H., Greenspan, H., Madabhushi, A., Mousavi, P., Salcudean, S., Duncan, J., Syeda-Mahmood, T. & Taylor, R. (eds.). Springer Science and Business Media Deutschland GmbH, p. 435-445 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14226 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Transformer 100%
  • Speech 99%
  • Matrix Factorization 95%
  • Magnetic resonance imaging 79%
  • Weighting 76%

• Synthesizing Audio from Tongue Motion During Speech Using Tagged MRI Via Transformer

  Liu, X., Xing, F., Prince, J. L., Stone, M., Fakhri, G. E. & Woo, J., 2023, Medical Imaging 2023: Image Processing. Colliot, O. & Isgum, I. (eds.). SPIE, 1246410. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12464).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  • tongue 100%
  • transformers 78%
  • Magnetic resonance imaging 78%
  • Tongue 69%
  • Disorder 64%

• Trans-Synaptic Degeneration Following Acute Optic Neuritis in Multiple Sclerosis

  Murphy, O. C., Sotirchos, E. S., Kalaitzidis, G., Vasileiou, E., Ehrhardt, H., Lambe, J., Kwakyi, O., Nguyen, J., Zambriczki Lee, A., Button, J., Dewey, B. E., Newsome, S. D., Mowry, E. M., Fitzgerald, K. C., Prince, J. L., Calabresi, P. A. & Saidha, S., Jan 2023, In: Annals of neurology. 93, 1, p. 76-87 12 p.

  Research output: Contribution to journal › Article › peer-review

  • Retrograde Degeneration 100%
  • Optic Neuritis 83%
  • Multiple Sclerosis 58%
  • Gray Matter 51%
  • Atrophy 25%

• Unsupervised Quality Assurance for Brain MR Image Rigid Registration using Latent Shape Representation

  Xue, Y., Zuo, L., Remedios, S. W., Dewey, B. E., Duan, P., Liu, Y., Zhang, R., Newsome, S. D., Mowry, E. M., Carass, A. & Prince, J. L., 2023, Medical Imaging 2023: Image Processing. Colliot, O. & Isgum, I. (eds.). SPIE, 124641G. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12464).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • assurance 100%
  • Quality assurance 92%
  • Magnetic Resonance 90%
  • Magnetic resonance 90%
  • brain 82%
• 2022

  Association of Serum Neurofilament Light Chain with Inner Retinal Layer Thinning in Multiple Sclerosis

  Sotirchos, E. S., Vasileiou, E. S., Filippatou, A. G., Fitzgerald, K. C., Smith, M. D., Lord, H. N., Kalaitzidis, G., Lambe, J., Duval, A., Prince, J. L., Mowry, E. M., Saidha, S. & Calabresi, P. A., Aug 16 2022, In: Neurology. 99, 7, p. E688-E697

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Intermediate Filaments 100%
  • Multiple Sclerosis 80%
  • Light 64%
  • Optic Neuritis 51%
  • Serum 41%

• A Standardized Pipeline for Examining Human Cerebellar Grey Matter Morphometry using Structural Magnetic Resonance Imaging

  Kerestes, R., Han, S., Balachander, S., Hernandez-Castillo, C., Prince, J. L., Diedrichsen, J. & Harding, I. H., Feb 2022, In: Journal of Visualized Experiments. 180, e63340.

  Research output: Contribution to journal › Article › peer-review

  • Pipeline 100%
  • Magnetic Resonance Imaging 97%
  • Gray Matter 87%
  • Cerebellum 79%
  • Pipelines 65%

• Bi-directional Synthesis of Pre- and Post-contrast MRI via Guided Feature Disentanglement

  Xue, Y., Dewey, B. E., Zuo, L., Han, S., Carass, A., Duan, P., Remedios, S. W., Pham, D. L., Saidha, S., Calabresi, P. A. & Prince, J. L., 2022, Simulation and Synthesis in Medical Imaging - 7th International Workshop, SASHIMI 2022, Held in Conjunction with MICCAI 2022, Proceedings. Zhao, C., Svoboda, D., Wolterink, J. M. & Escobar, M. (eds.). Springer Science and Business Media Deutschland GmbH, p. 55-65 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13570 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  • Magnetic Resonance Imaging 100%
  • Magnetic resonance imaging 71%
  • Contrast Enhancement 63%
  • Synthesis 61%
  • Gadolinium 36%

• Cerebellar Contributions to Motor and Cognitive Control in Multiple Sclerosis^✰✰✰

  Fritz, N. E., Edwards, E. M., Ye, C., Prince, J., Yang, Z., Gressett, T., Keller, J., Myers, E., Calabresi, P. A. & Zackowski, K. M., Aug 2022, In: Archives of physical medicine and rehabilitation. 103, 8, p. 1592-1599 8 p.

  Research output: Contribution to journal › Article › peer-review

  • Multiple Sclerosis 100%
  • Cerebellum 51%
  • Cognition 44%
  • Cerebellar Diseases 18%
  • Diffusion Magnetic Resonance Imaging 16%

• CMRI2SPEC: CINE MRI SEQUENCE TO SPECTROGRAM SYNTHESIS VIA A PAIRWISE HETEROGENEOUS TRANSLATOR

  Liu, X., Xing, F., Stone, M., Prince, J. L., Kim, J., El Fakhri, G. & Woo, J., 2022, 2022 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2022 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1481-1485 5 p. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2022-May).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Magnetic resonance 100%
  • Imaging techniques 73%
  • Acoustics 52%
  • Convolution 31%

• Coordinate Translator for Learning Deformable Medical Image Registration

  Liu, Y., Zuo, L., Han, S., Xue, Y., Prince, J. L. & Carass, A., 2022, Multiscale Multimodal Medical Imaging - 3rd International Workshop, MMMI 2022, Held in Conjunction with MICCAI 2022, Proceedings. Li, X., Li, Q., Lv, J., Huo, Y., Dong, B. & Leahy, R. M. (eds.). Springer Science and Business Media Deutschland GmbH, p. 98-109 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13594 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Image Registration 100%
  • Medical Image 99%
  • Image registration 75%
  • Neural Networks 63%
  • Convolutional neural networks 61%

• Cranial Meninges Reconstruction Based on Convolutional Networks and Deformable Models: Applications to Longitudinal Study of Normal Aging

  Duan, P., Han, S., Zuo, L., An, Y., Liu, Y., Alshareef, A., Lee, J., Carass, A., Resnick, S. M. & Prince, J. L., 2022, Medical Imaging 2022: Image Processing. Colliot, O., Isgum, I., Landman, B. A. & Loew, M. H. (eds.). SPIE, 1203215. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12032).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  • Meninges 100%
  • Subarachnoid Space 96%
  • Magnetic Resonance Spectroscopy 65%
  • Longitudinal Studies 64%
  • Aging of materials 61%

• Deep Filter Bank Regression for Super-Resolution of Anisotropic MR Brain Images

  Remedios, S. W., Han, S., Xue, Y., Carass, A., Tran, T. D., Pham, D. L. & Prince, J. L., 2022, Medical Image Computing and Computer Assisted Intervention – MICCAI 2022 - 25th International Conference, Proceedings. Wang, L., Dou, Q., Fletcher, P. T., Speidel, S. & Li, S. (eds.). Springer Science and Business Media Deutschland GmbH, p. 613-622 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13436 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  • Magnetic Resonance 100%
  • Super-resolution 96%
  • Filter Banks 84%
  • Filter banks 70%
  • Brain 69%

• Development and validation of subject-specific 3D human head models based on a nonlinear visco-hyperelastic constitutive framework

  Upadhyay, K., Alshareef, A., Knutsen, A. K., Johnson, C. L., Carass, A., Bayly, P. V., Pham, D., Prince, J. L. & Ramesh, K. T., Oct 12 2022, In: Journal of the Royal Society Interface. 19, 195, 20220561.

  Research output: Contribution to journal › Article › peer-review

  • Head 100%
  • Brain 96%
  • Strain 95%
  • Magnetic resonance 81%
  • Tissue 49%

• Disentangled Representation Learning for OCTA Vessel Segmentation With Limited Training Data

  Liu, Y., Carass, A., Zuo, L., He, Y., Han, S., Gregori, L., Murray, S., Mishra, R., Lei, J., Calabresi, P. A., Saidha, S. & Prince, J. L., Dec 1 2022, In: IEEE transactions on medical imaging. 41, 12, p. 3686-3698 13 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Optical tomography 100%
  • Angiography 95%
  • Optical Coherence Tomography 73%
  • Learning 53%
  • Deep Learning 40%

• Disentangling a Single MR Modality

  Zuo, L., Liu, Y., Xue, Y., Han, S., Bilgel, M., Resnick, S. M., Prince, J. L. & Carass, A., 2022, Data Augmentation, Labelling, and Imperfections - 2nd MICCAI Workshop, DALI 2022, Held in Conjunction with MICCAI 2022, Proceedings. Nguyen, H. V., Huang, S. X. & Xue, Y. (eds.). Springer Science and Business Media Deutschland GmbH, p. 54-63 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13567 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Modality 100%
  • Magnetic resonance 88%
  • Image analysis 81%
  • Labels 72%
  • Costs 32%

• Effects of Defacing Whole Head MRI on Neuroanalysis

  Gao, C., Jin, L., Prince, J. L. & Carass, A., 2022, Medical Imaging 2022: Image Processing. Colliot, O., Isgum, I., Landman, B. A. & Loew, M. H. (eds.). SPIE, 120323W. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12032).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Magnetic resonance imaging 100%
  • Magnetic Resonance 99%
  • Magnetic resonance 99%
  • Pipeline 88%
  • magnetic resonance 87%

• Evaluating the Impact of MR Image Contrast on Whole Brain Segmentation

  Hays, S. P., Zuo, L., Carass, A. & Prince, J. L., 2022, Medical Imaging 2022: Image Processing. Colliot, O., Isgum, I., Landman, B. A. & Loew, M. H. (eds.). SPIE, 120320I. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12032).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • image contrast 100%
  • Magnetic Resonance 92%
  • Magnetic resonance 92%
  • brain 84%
  • magnetic resonance 81%

• Evaluating the impact of MR image harmonization on thalamus deep network segmentation

  Shao, M., Zuo, L., Carass, A., Zhuo, J., Gullapalli, R. P. & Prince, J. L., 2022, Medical Imaging 2022: Image Processing. Colliot, O., Isgum, I., Landman, B. A. & Loew, M. H. (eds.). SPIE, 120320H. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12032).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • thalamus 100%
  • Thalamus 62%
  • Label 55%
  • Labels 53%
  • Datasets 50%

• Investigating the Effect of Ventricle Size on Brain Deformation using Computational Models

  Alshareef, A., Carass, A., Knutsen, A. K., Upadhyay, K., Peters, M. E., Ramesh, K. T. & Prince, J. L., 2022, Medical Imaging 2022: Biomedical Applications in Molecular, Structural, and Functional Imaging. Gimi, B. S. & Krol, A. (eds.). SPIE, 120360U. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12036).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • brain 100%
  • Brain 86%
  • Strain 73%
  • cranium 40%
  • brain damage 38%

• Local Linearity Analysis of Deep Learning CT Denoising Algorithms

  Li, J., Wang, W., Tivnan, M., Sulam, J., Prince, J. L., McNitt-Gray, M., Stayman, J. W. & Gang, J., 2022, 7th International Conference on Image Formation in X-Ray Computed Tomography. Stayman, J. W. (ed.). SPIE, 123040T. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 12304).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  • Denoising 100%
  • learning 84%
  • lesions 84%
  • Linearity 82%
  • Decomposition Temperature 77%

• Measuring Strain in Diffusion-Weighted Data Using Tagged Magnetic Resonance Imaging

  Xing, F., Liu, X., Reese, T. G., Stone, M., Wedeen, V. J., Prince, J. L., El Fakhri, G. & Woo, J., 2022, Medical Imaging 2022: Image Processing. Colliot, O., Isgum, I., Landman, B. A. & Loew, M. H. (eds.). SPIE, 1203205. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12032).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  • Magnetic Resonance Imaging 100%
  • Magnetic Resonance 91%
  • Magnetic resonance 91%
  • magnetic resonance 80%
  • Magnetic Resonance Spectroscopy 74%

• Medical image harmonization through synthesis

  Dewey, B. E., He, Y., Liu, Y., Zuo, L. & Prince, J. L., Jan 1 2022, Biomedical Image Synthesis and Simulation: Methods and Applications. Elsevier, p. 217-232 16 p.

  Research output: Chapter in Book/Report/Conference proceeding › Chapter

  • Optical tomography 100%
  • Magnetic resonance 76%
  • Image analysis 69%
  • Deep learning 65%
  • Imaging techniques 55%

• Medical image super-resolution with deep networks

  Zhao, C., Remedios, S. W., Han, S., Li, B. & Prince, J. L., Jan 1 2022, Biomedical Image Synthesis and Simulation: Methods and Applications. Elsevier, p. 233-253 21 p.

  Research output: Chapter in Book/Report/Conference proceeding › Chapter

  • Medical imaging 100%
  • Image resolution 37%
  • Imaging techniques 26%
  • History 20%
  • Magnetic resonance 18%

• Multiple Sclerosis Brain Lesion Segmentation with Different Architecture Ensembles

  Tohidi, P., Remedios, S. W., Greenman, D. L., Shao, M., Han, S., Dewey, B. E., Reinhold, J. C., Chou, Y. Y., Pham, D., Prince, J. L. & Carass, A., 2022, Medical Imaging 2022: Biomedical Applications in Molecular, Structural, and Functional Imaging. Gimi, B. S. & Krol, A. (eds.). SPIE, 1203625. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12036).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Deep Learning 100%
  • learning 78%
  • lesions 78%
  • Statistical Ensemble 72%
  • brain 68%