15 Most Recent IACL papers on PubMed
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;
[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]
Olwen C Murphy, Grigorios Kalaitzidis, Eleni Vasileiou, Angeliki G Filippatou, Jeffrey Lambe, Henrik Ehrhardt, Nicole Pellegrini, Elias S Sotirchos, Nicholas J Luciano, Yihao Liu, Kathryn C Fitzgerald, Jerry L Prince, Peter A Calabresi, Shiv Saidha
Optical Coherence Tomography and Optical Coherence Tomography Angiography Findings After Optic Neuritis in Multiple Sclerosis.
Front Neurol: 2020, 11;618879
[PubMed:33384660]
[DOI]
Angeliki G Filippatou, Mohammed Moniruzzaman, Elias S Sotirchos, Kathryn C Fitzgerald, Grigorios Kalaitzidis, Jeffrey Lambe, Eleni Vasileiou, Shiv Saidha, Jerry L Prince, Norman Haughey, Peter A Calabresi, Pavan Bhargava
Serum ceramide levels are altered in multiple sclerosis.
Mult Scler: 2021, 27(10);1506-1519
[PubMed:33307993]
[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
Evidence of subclinical quantitative retinal layer abnormalities in AQP4-IgG seropositive NMOSD.
Mult Scler: 2020;1352458520977771
[PubMed:33307967]
[DOI]
Also see our complete Publications list
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Recent News Items
2021
September
- Lianrui Zuo's paper titled "Unsupervised MR harmonization by learning disentangled representations using information bottleneck theory" appears in NeuroImage. (doi)
August
- Yufan He successfully defends his thesis titled "Retinal OCT Image Analysis Using Deep Learning".
July
- A paper on our Brain Biomechanics project titled "MR imaging of human brain mechanics in vivo: new measurements to facilitate the development of computational models of brain injury" appears in Annals of Biomedical Engineering. (doi)
June
- Yufan He's paper titled "Autoencoder Based Self-Supervised Test-Time Adaptation for Medical Image Analysis" appears in Medical Image Analysis. (doi)
- Congratulations to Lianrui Zuo on winning the Best Poster Award at the 27th Conference on Information Processing in Medical Imaging (IPMI 2021), Virtually in Bornholm, Denmark, June 28 - July 2, 2021.
- IACL papers at the 27th Conference on Information Processing in Medical Imaging (IPMI 2021), Virtually in Bornholm, Denmark, June 28 - July 2, 2021.
- Lianrui Zuo presents his poster teaser for "Information-based Disentangled Representation Learning for Unsupervised MR Harmonization".
- Shuo Han presents his poster teaser for "MR Slice Profile Estimation by Learning to Match Internal Patch Distributions".
April
- IACL papers at the 18th IEEE International Symposium on Biomedical Imaging (ISBI 2021), Nice, France, April 13-16, 2021.
- Shuo Han presented "Slice profile estimation from 2D MRI acquisition using generative adversarial networks".
- Our collaborator, Xiaofeng Liu at Massachusetts General Hospital, presented "Dual-Cycle constrained bijective VAE-GAN for Tagged-to-Cine magnetic resonance image synthesis".
March
- Can Zhao's paper titled "SMORE: A Self-supervised Anti-aliasing and Super-resolution Algorithm for MRI Using Deep Learning" appears in IEEE Trans. on Medical Imaging. (doi)
February
- IACL members papers from the Proceedings of SPIE Medical Imaging (SPIE-MI 2021), San Diego, CA, February 14–18, 2021.
- ShangXian Wang presented "Thalamus Segmentation Using Convolutional Neural Network". (doi)
- Mallika Singh presented "Accurate Estimation of Total Intracranial Volume in MRI using a Multi-tasked Image-to-Image Translation Network". (doi)
- Di Liu presented "Label super resolution for 3D Magnetic Resonance Images using Deformable U-net". (doi)
- Muhan Shao presented "Reconstruction and refinement of crossing muscle fibers in the human tongue". (doi)
- Muhan Shao presented "Dynamic palatogram generation from Cine MRI for normalized speech assessment". (doi)
January
- Jerry L. Prince presented the Medical Imaging keynote at NeurIPS "New Approaches for Magnetic Resonance Image Harmonization", the video is now on YouTube .
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 23rd 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)
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