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15 Most Recent IACL papers on PubMed

Muhan Shao, Lianrui Zuo, Aaron Carass, Jiachen Zhuo, Rao P Gullapalli, Jerry L Prince
Evaluating the impact of MR image harmonization on thalamus deep network segmentation.
Proc SPIE Int Soc Opt Eng: 2022, 12032;
[PubMed:35514535] [DOI]

Samuel W Remedios, Shuo Han, Blake E Dewey, Dzung L Pham, Jerry L Prince, Aaron Carass
Joint Image and Label Self-Super-Resolution.
Simul Synth Med Imaging: 2021, 12965;14-23
[PubMed:35291392] [DOI]

Rebecca Kerestes, Shuo Han, Srinivas Balachander, Carlos Hernandez-Castillo, Jerry L Prince, Jörn Diedrichsen, Ian H Harding
A Standardized Pipeline for Examining Human Cerebellar Grey Matter Morphometry using Structural Magnetic Resonance Imaging.
J Vis Exp: 2022, (180);
[PubMed:35188124] [DOI]

Xiaofeng Liu, Fangxu Xing, Maureen Stone, Jiachen Zhuo, Timothy Reese, Jerry L Prince, Georges El Fakhri, Jonghye Woo
Generative Self-training for Cross-domain Unsupervised Tagged-to-Cine MRI Synthesis.
Med Image Comput Comput Assist Interv: 2021, 12903;138-148
[PubMed:34734217] [DOI]

Xiaofeng Liu, Fangxu Xing, Jerry L Prince, Aaron Carass, Maureen Stone, Georges El Fakhri, Jonghye Woo
DUAL-CYCLE CONSTRAINED BIJECTIVE VAE-GAN FOR TAGGED-TO-CINE MAGNETIC RESONANCE IMAGE SYNTHESIS.
Proc IEEE Int Symp Biomed Imaging: 2021, 2021;
[PubMed:34707796] [DOI]

Mallika Singh, Eleanor Pahl, Shangxian Wang, Aaron Carass, Junghoon Lee, Jerry L Prince
Accurate Estimation of Total Intracranial Volume in MRI using a Multi-tasked Image-to-Image Translation Network.
Proc SPIE Int Soc Opt Eng: 2021, 11596;
[PubMed:34548736] [DOI]

Lianrui Zuo, Blake E Dewey, Yihao Liu, Yufan He, Scott D Newsome, Ellen M Mowry, Susan M Resnick, Jerry L Prince, Aaron Carass
Unsupervised MR harmonization by learning disentangled representations using information bottleneck theory.
Neuroimage: 2021, 243;118569
[PubMed:34506916] [DOI]

Yufan He, Aaron Carass, Lianrui Zuo, Blake E Dewey, Jerry L Prince
Autoencoder based self-supervised test-time adaptation for medical image analysis.
Med Image Anal: 2021, 72;102136
[PubMed:34246070] [DOI]

Philip V Bayly, Ahmed Alshareef, Andrew K Knutsen, Kshitiz Upadhyay, Ruth J Okamoto, Aaron Carass, John A Butman, Dzung L Pham, Jerry L Prince, K T Ramesh, Curtis L Johnson
MR Imaging of Human Brain Mechanics In Vivo: New Measurements to Facilitate the Development of Computational Models of Brain Injury.
Ann Biomed Eng: 2021, 49(10);2677-2692
[PubMed:34212235] [DOI]

Jonghye Woo, Fangxu Xing, Jerry L Prince, Maureen Stone, Arnold D Gomez, Timothy G Reese, Van J Wedeen, Georges El Fakhri
A deep joint sparse non-negative matrix factorization framework for identifying the common and subject-specific functional units of tongue motion during speech.
Med Image Anal: 2021, 72;102131
[PubMed:34174748] [DOI]

Arnold D Gomez, Philip V Bayly, John A Butman, Dzung L Pham, Jerry L Prince, Andrew K Knutsen
##Title##
J R Soc Interface: 2021, 18(179);20210251
[PubMed:34157896] [DOI]

Angeliki G Filippatou, Eleni S Vasileiou, Yufan He, Kathryn C Fitzgerald, Grigorios Kalaitzidis, Jeffrey Lambe, Maureen A Mealy, Michael Levy, Yihao Liu, Jerry L Prince, Ellen M Mowry, Shiv Saidha, Peter A Calabresi, Elias S Sotirchos
Optic Neuritis-Independent Retinal Atrophy in Neuromyelitis Optica Spectrum Disorder.
J Neuroophthalmol: 2022, 42(1);e40-e47
[PubMed:34108402] [DOI]

Fangxu Xing, Maureen Stone, Jerry L Prince, Xiaofeng Liu, Georges El Fakhri, Jonghye Woo
Floor-of-the-Mouth Muscle Function Analysis Using Dynamic Magnetic Resonance Imaging.
Proc SPIE Int Soc Opt Eng: 2021, 11596;
[PubMed:34012189] [DOI]

Andrew K Knutsen, Arnold D Gomez, Mihika Gangolli, Wen-Tung Wang, Deva Chan, Yuan-Chiao Lu, Eftychios Christoforou, Jerry L Prince, Philip V Bayly, John A Butman, Dzung L Pham
In vivo estimates of axonal stretch and 3D brain deformation during mild head impact.
Brain Multiphys: 2020, 1;
[PubMed:33870238] [DOI]

Jeffrey Lambe, Hunter Risher, Angeliki G Filippatou, Olwen C Murphy, Elias S Sotirchos, Henrik Ehrhardt, Esther Ogbuokiri, Nicole Pellegrini, Brandon Toliver, Nicholas J Luciano, Simidele Davis, Nicholas Fioravante, Ohemaa Kwakyi, Jerry L Prince, Peter A Calabresi, Kathryn C Fitzgerald, Shiv Saidha
Modulation of Retinal Atrophy With Rituximab in Multiple Sclerosis.
Neurology: 2021, 96(20);e2525-e2533
[PubMed:33827962] [DOI]


Also see our complete Publications list



Recent News Items


2022

February

  • Congratulations to Pouria Tohidi on winning a Best Poster Award at the Proceedings of SPIE Medical Imaging (SPIE-MI 2022), San Diego, CA, February 20–124, 2022.
  • IACL papers at the Proceedings of SPIE Medical Imaging (SPIE-MI 2022), San Diego, CA, February 20–124, 2022.
    • Muhan Shao presented "Evaluating the impact of MR image harmonization on thalamus deep network segmentation".
    • Savannah Hays presented "Evaluating the Impact of MR Image Contrast on Whole Brain Segmentation".
    • Peiyu "Camille" Duan presented "Cranial Meninges Reconstruction Based on Convolutional Networks and Deformable Models: Applications to Longitudinal Study of Normal Aging".
    • Ahmed Alshareef presented "Investigating the Effect of Ventricle Size on Brain Deformation using Computational Models" and "Correlation of Cerebral Vasculature to Brain Stiffness Using MRE".
    • Chenyu Gao presented "Effects of Defacing Whole Head MRI on Neuroanalysis".
    • Pouria Tohidi presented "Multiple Sclerosis Brain Lesion Segmentation with Different Architecture Ensembles".


IACL at SPIE 2022
2022-SPIE-IACL-Lab.jpg
IACL Lab members (and friend) at SPIE 2022 in San Diego.
 
2022-SPIE-Ahmed-Oral-3.jpg
Ahmed Alshareef presenting his talk titled "Investigating the Effect of Ventricle Size on Brain Deformation using Computational Models".
 
2022-SPIE-Camille-Oral-2.jpg
Peiyu "Camille" Duan presented "Cranial Meninges Reconstruction Based on Convolutional Networks and Deformable Models: Applications to Longitudinal Study of Normal Aging".
 
2022-SPIE-Savannah-Oral-1.jpg
Savannah Hays preparing for her presentation titled "Evaluating the Impact of MR Image Contrast on Whole Brain Segmentation".
 
2022-SPIE-Chenyu-Poster-1.jpg 2022-SPIE-Pouria-Poster-2.jpg
IACL lab members presenting posters (and winning awards!!).



2021

October

  • Brain Biomechanics Imaging Resources now has 30 datasets available for download.
    • 10 subjects from the Henry Jackson Foundation, imaged with tagged magnetic resonance.
    • 10 subjects from the University of Delaware, imaged with high resolution magnetic resonance elastography at multiple frequencies (30Hz, 50Hz, 70Hz).
    • 10 subjects from Washington University in St. Louis, imaged with magnetic resonance elastography at multiple frequencies (20Hz, 30Hz, 50Hz, 70Hz, 90Hz).
    • All data includes structural magnetic resonance images (T1-w, T2-w) and diffusion weighted images.
    • The structural images have been processed with SLANT-MACRUISE. The diffusion images with TORTOISE.
    • Individual subjects can be downloaded or complete site sets.
    • Site information and subject details can be found in the available BBIR documents.
    • Additional information is available in our related publications:
      • "Integrating Linear Viscoelastic Material Properties Derived from Magnetic Resonance Elastography into Subject-Specific Brain Models"  (doi)
      • "MR imaging of human brain mechanics in vivo: new measurements to facilitate the development of computational models of brain injury"  (doi)


  • Ahmed Alshareef's paper titled "Integrating Linear Viscoelastic Material Properties Derived from Magnetic Resonance Elastography into Subject-Specific Brain Models" appears in Brain Multiphysics.  (doi)
  • Ahmed Alshareef presented "Integrating Linear Viscoelastic Material Properties Derived from Magnetic Resonance Elastography into Subject-Specific Finite Element Brain Models" at the Biomedical Engineering Society (BMES) Annual Meeting, Orlando, FL, October 6-9, 2021. Integrating Linear Viscoelastic Material Properties Derived from Magnetic Resonance Elastography into Subject-Specific Finite Element Brain Models
  • Jerry L. Prince delivered a keynote at the DALI MICCAI Workshop. Jerry L. Prince delivers the keynote at DALI MICCAI Workshop


September

  • Samuel W. Remedios presented "Joint Image and Label Self-Super-Resolution" at the Simulation and Synthesis in Medical Imaging (SASHIMI 2021) in conjunction with the 24th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2021), Strasbourg, France, September 27 – October 1, 2021.  (doi) Joint Image and Label Self-Super-Resolution
  • Jacob C. Reinhold presented "A Structural Causal Model for MR Images of Multiple Sclerosis" at the 24th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2021), Strasbourg, France, September 27 – October 1, 2021.  (doi) A Structural Causal Model for MR Images of Multiple Sclerosis
  • Lianrui Zuo's paper titled "Unsupervised MR harmonization by learning disentangled representations using information bottleneck theory" appears in NeuroImage.  (doi)





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