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15 Most Recent IACL papers on PubMed

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: 2020;1352458520971816
[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]

Yufan He, Aaron Carass, Yihao Liu, Bruno M Jedynak, Sharon D Solomon, Shiv Saidha, Peter A Calabresi, Jerry L Prince
Structured layer surface segmentation for retina OCT using fully convolutional regression networks.
Med Image Anal: 2021, 68;101856
[PubMed:33260113] [DOI]

Can Zhao, Blake E Dewey, Dzung L Pham, Peter A Calabresi, Daniel S Reich, Jerry L Prince
SMORE: A Self-supervised Anti-aliasing and Super-resolution Algorithm for MRI Using Deep Learning.
IEEE Trans Med Imaging: 2020, PP;
[PubMed:33170776] [DOI]

Heran Yang, Jian Sun, Aaron Carass, Can Zhao, Junghoon Lee, Jerry L Prince, Zongben Xu
Unsupervised MR-to-CT Synthesis Using Structure-Constrained CycleGAN.
IEEE Trans Med Imaging: 2020, 39(12);4249-4261
[PubMed:32780700] [DOI]

Shuo Han, Yang An, Aaron Carass, Jerry L Prince, Susan M Resnick
Longitudinal analysis of regional cerebellum volumes during normal aging.
Neuroimage: 2020, 220;117062
[PubMed:32592850] [DOI]

Jonghye Woo, Fangxu Xing, Jerry L Prince, Maureen Stone, Timothy G Reese, Van J Wedeen, Georges El Fakhri
Identifying the Common and Subject-specific Functional Units of Speech Movements via a Joint Sparse Non-negative Matrix Factorization Framework.
Proc SPIE Int Soc Opt Eng: 2020, 11313;
[PubMed:32454553]

Shuo Han, Aaron Carass, Yufan He, Jerry L Prince
Automatic cerebellum anatomical parcellation using U-Net with locally constrained optimization.
Neuroimage: 2020, 218;116819
[PubMed:32438049] [DOI]

Aaron Carass, Snehashis Roy, Adrian Gherman, Jacob C Reinhold, Andrew Jesson, Tal Arbel, Oskar Maier, Heinz Handels, Mohsen Ghafoorian, Bram Platel, Ariel Birenbaum, Hayit Greenspan, Dzung L Pham, Ciprian M Crainiceanu, Peter A Calabresi, Jerry L Prince, William R Gray Roncal, Russell T Shinohara, Ipek Oguz
Evaluating White Matter Lesion Segmentations with Refined Sørensen-Dice Analysis.
Sci Rep: 2020, 10(1);8242
[PubMed:32427874] [DOI]

Shuo Han, Aaron Carass, Jerry L Prince
Hierarchical Parcellation of the Cerebellum.
Med Image Comput Comput Assist Interv: 2019, 11766;484-491
[PubMed:32399521] [DOI]

Angeliki G Filippatou, Jeffrey Lambe, Elias S Sotirchos, Kathryn C Fitzgerald, Andrew Aston, Olwen C Murphy, Nicole Pellegrini, Nicholas Fioravante, Hunter Risher, Esther Ogbuokiri, Ohemaa Kwakyi, Brandon Toliver, Simidele Davis, Nicholas Luciano, Ciprian Crainiceanu, Jerry L Prince, Ellen M Mowry, Peter A Calabresi, Shiv Saidha
Association of body mass index with longitudinal rates of retinal atrophy in multiple sclerosis.
Mult Scler: 2020, 26(7);843-854
[PubMed:32297826] [DOI]

Elias S Sotirchos, Natalia Gonzalez Caldito, Angeliki Filippatou, Kathryn C Fitzgerald, Olwen C Murphy, Jeffrey Lambe, James Nguyen, Julia Button, Esther Ogbuokiri, Ciprian M Crainiceanu, Jerry L Prince, Peter A Calabresi, Shiv Saidha, International Multiple Sclerosis Visual System (IMSVISUAL) Consortium
Progressive Multiple Sclerosis Is Associated with Faster and Specific Retinal Layer Atrophy.
Ann Neurol: 2020, 87(6);885-896
[PubMed:32285484] [DOI]

Arnold D Gomez, Maureen L Stone, Jonghye Woo, Fangxu Xing, Jerry L Prince
Analysis of fiber strain in the human tongue during speech.
Comput Methods Biomech Biomed Engin: 2020, 23(8);312-322
[PubMed:32031425] [DOI]

Yufan He, Aaron Carass, Yihao Liu, Bruno M Jedynak, Sharon D Solomon, Shiv Saidha, Peter A Calabresi, Jerry L Prince
Fully Convolutional Boundary Regression for Retina OCT Segmentation.
Med Image Comput Comput Assist Interv: 2019, 11764;120-128
[PubMed:31853524] [DOI]


Also see our complete Publications list



Recent News Items


2021

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) Thalamus Segmentation Using Convolutional Neural Network
    • Mallika Singh presented "Accurate Estimation of Total Intracranial Volume in MRI using a Multi-tasked Image-to-Image Translation Network".  (doi) Accurate Estimation of Total Intracranial Volume in MRI using a Multi-tasked Image-to-Image Translation Network
    • Di Liu presented "Label super resolution for 3D Magnetic Resonance Images using Deformable U-net".  (doi) Label super resolution for 3D Magnetic Resonance Images using Deformable U-net
    • Muhan Shao presented "Reconstruction and refinement of crossing muscle fibers in the human tongue".  (doi) Deep network reconstruction of tongue crossing muscle fibers
    • Muhan Shao presented "Dynamic palatogram generation from Cine MRI for normalized speech assessment".  (doi) Dynamic palatogram generation from Cine MRI for normalized speech assessment


January

  • Jerry L. Prince presented the Medical Imaging keynote at NeurIPS "New Approaches for Magnetic Resonance Image Harmonization", the video is now on YouTube New Approaches for Magnetic Resonance Image Harmonization.




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) Self domain adapted network
    • Blake Dewey presented "A Disentangled Latent Space for Cross-Site MRI Harmonization".  (doi) A Disentangled Latent Space for Cross-Site MRI Harmonization
  • IACL members had the following presentations at MICCAI 2020 Workshops:
    • Lianrui Zuo presented "Synthesize Realistic MR Images with Noise Control" at SASHIMI 2020.  (doi) Synthesize Realistic MR Images with Noise Control
    • Shuo Han presented "Inhomogeneity Correction in Magnetic Resonance Images Using Deep Image Priors" at MLMI 2020.  (doi) Inhomogeneity Correction in Magnetic Resonance Images Using Deep Image Priors
    • 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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