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  Prof. Jerry L. Prince gives a keynote talk, titled "No-atlas super-resolution for anisotropic voxels in medical imaging", which he delivered to the CVPR Workshop MCV 2020.

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  Jacob C. Reinhold participates in the first virtual ISBI presenting his work titled "Validating uncertainty in medical image translation". The presentation is available on YouTube.

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  Yufan He wins a MICCAI Young Scientist Award for his paper titled "Fully convolutional boundary regression for retina OCT segmentation".

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  IACL celebrates the PhD defense of Dr. Jeffrey Glaister.

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  Yihao Liu presenting his poster at ISBI 2019 in Venice, Italy.

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  Jacob Reinhold discussing his poster at SPIE-MI 2019 in San Diego.

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  Dr. A.D. Gomez giving a talk during the first ever split session at MICCAI 2018. He presented his work titled "Quantitative validation of MRI-based motion estimation for brain impact biomechanics".

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  Can Zhao presenting her poster titled "Self Super-Resolution for Magnetic Resonance Images Using Deep Networks" at ISBI 2018 in Washington DC.

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  Muhan Shao presenting her research at SPIE-MI 2018 in Houston, TX.

15 Most Recent IACL papers on PubMed

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: 2021;
[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]

Jiachen Zhuo, Li Jiang, Chandler Sours Rhodes, Steven Roys, Karthikamanthan Shanmuganathan, Hegang Chen, Jerry L Prince, Neeraj Badjatia, Rao P Gullapalli
Early Stage Longitudinal Subcortical Volumetric Changes following Mild Traumatic Brain Injury.
Brain Inj: 2021, 35(6);725-733
[PubMed:33822686] [DOI]

Xiao Liang, Pan Su, Sunil G Patil, Nahla M H Elsaid, Steven Roys, Maureen Stone, Rao P Gullapalli, Jerry L Prince, Jiachen Zhuo
Prospective motion detection and re-acquisition in diffusion MRI using a phase image-based method-Application to brain and tongue imaging.
Magn Reson Med: 2021, 86(2);725-737
[PubMed:33665929] [DOI]

Jeffrey Lambe, Kathryn C Fitzgerald, Olwen C Murphy, Angeliki G Filippatou, Elias S Sotirchos, Grigorios Kalaitzidis, Elena Vasileiou, Nicole Pellegrini, Esther Ogbuokiri, Brandon Toliver, Nicholas J Luciano, Simidele Davis, Nicholas Fioravante, Ohemaa Kwakyi, Hunter Risher, Ciprian M Crainiceanu, Jerry L Prince, Scott D Newsome, Ellen M Mowry, Shiv Saidha, Peter A Calabresi
Association of Spectral-Domain OCT With Long-term Disability Worsening in Multiple Sclerosis.
Neurology: 2021, 96(16);e2058-e2069
[PubMed:33653904] [DOI]

Also see our complete Publications list

Recent News Items

2020

December

• Yufan He's paper titled "Structured layer surface segmentation for retina OCT using fully convolutional regression networks" appears in the MICCAI Special Issue of Medical Image Analysis.  (doi).

October

• IACL members present papers at the 23^rd International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2020), Lima, Peru, October 4 - 8, 2020.
  • Yufan He presented "Self domain adapted network".  (doi)
  • Blake Dewey presented "A Disentangled Latent Space for Cross-Site MRI Harmonization".  (doi)

• IACL members had the following presentations at MICCAI 2020 Workshops:
  • Lianrui Zuo presented "Synthesize Realistic MR Images with Noise Control" at SASHIMI 2020.  (doi)
  • Shuo Han presented "Inhomogeneity Correction in Magnetic Resonance Images Using Deep Image Priors" at MLMI 2020.  (doi)
  • Muhan Shao presented "Direct reconstruction of crossing muscle fibers in the human tongue using a deep neural network" at CDMRI 2020.

August

• From our collaboration with Xi’an Jiaotong University, the paper "Unsupervised MR-to-CT Synthesis using Structure-Constrained CycleGAN" appears in IEEE Trans. on Medical Imaging.  (doi)

July

• Shuo Han's paper "Longitudinal analysis of regional cerebellum volumes during normal aging" appears in NeuroImage.  (doi)  (PubMed)

June

• Brain Biomechanics Imaging Resources releases more data.
  • Data is from University of Delaware and Washington University in St. Louis.
  • Includes five new subjects (Two from University of Delaware and three from Washington University in St. Louis).
  • The data is magnetic resonance elastography at multiple frequencies (20Hz through 90Hz).
• Christian Barillot passed away on June 14, he was a well known and liked researcher in the Medical Imaging Community. There is a memorial page for him at IRISA.

May

• The paper "Evaluating White Matter Lesion Segmentations with Refined Sørensen-Dice Analysis" appears in the journal Nature Scientific Reports.  (doi)  (PubMed)
• Shuo Han's paper "Automatic Cerebellum Anatomical Parcellation using U-Net with Locally Constrained Optimization" appears in NeuroImage.  (doi)

See all our old News