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
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;
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;
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
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
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
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
Arnold D Gomez, Philip V Bayly, John A Butman, Dzung L Pham, Jerry L Prince, Andrew K Knutsen
J R Soc Interface: 2021, 18(179);20210251
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;
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;
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;
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
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
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
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
Also see our complete Publications list
Recent News Items
- 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).
- 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.
- 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)
- Shuo Han's paper "Longitudinal analysis of regional cerebellum volumes during normal aging" appears in NeuroImage. (doi) (PubMed)
- 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.
- 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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