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15 Most Recent IACL papers on PubMed

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, PP;
[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]

Yufan He, Aaron Carass, Yihao Liu, Bruno M Jedynak, Sharon D Solomon, Shiv Saidha, Peter A Calabresi, Jerry L Prince
Deep learning based topology guaranteed surface and MME segmentation of multiple sclerosis subjects from retinal OCT.
Biomed Opt Express: 2019, 10(10);5042-5058
[PubMed:31646029] [DOI]

Jacob C Reinhold, Blake E Dewey, Aaron Carass, Jerry L Prince
Evaluating the Impact of Intensity Normalization on MR Image Synthesis.
Proc SPIE Int Soc Opt Eng: 2019, 10949;
[PubMed:31551645] [DOI]

Maureen Stone, Arnold D Gomez, Jiachen Zhuo, Ange Lydie Tchouaga, Jerry L Prince
Quantifying Tongue Tip Shape in Apical and Laminal /s/: Contributions of Palate Shape.
J Speech Lang Hear Res: 2019, 62(9);3149-3159
[PubMed:31469967] [DOI]

Elias S Sotirchos, Angeliki Filippatou, Kathryn C Fitzgerald, Sara Salama, Santiago Pardo, Jiangxia Wang, Esther Ogbuokiri, Norah J Cowley, Nicole Pellegrini, Olwen C Murphy, Maureen A Mealy, Jerry L Prince, Michael Levy, Peter A Calabresi, Shiv Saidha
Aquaporin-4 IgG seropositivity is associated with worse visual outcomes after optic neuritis than MOG-IgG seropositivity and multiple sclerosis, independent of macular ganglion cell layer thinning.
Mult Scler: 2020, 26(11);1360-1371
[PubMed:31364464] [DOI]

Jonghye Woo, Fangxu Xing, Maureen Stone, Jordan Green, Timothy G Reese, Thomas J Brady, Van J Wedeen, Jerry L Prince, Georges El Fakhri
Speech Map: A Statistical Multimodal Atlas of 4D Tongue Motion During Speech from Tagged and Cine MR Images.
Comput Methods Biomech Biomed Eng Imaging Vis: 2019, 7(4);361-373
[PubMed:31328049] [DOI]


Also see our complete Publications list



Recent News Items


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)


April

  • Brain Biomechanics Imaging Resources releases updated version of data on NITRC.
    • This release includes MR tagged images of six subjects.
    • Three subjects undergoing rotational motion.
    • Three subjects undergoing head drop.
Jacob Reinhold's presentation from ISBI 2020.
  • 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.



February

  • IACL members present papers at the SPIE Medical Imaging (SPIE-MI 2020) meeting in Houston, TX, February 15 - 20, 2020.
    • Prof. J.L. Prince presented work by Yufan He "Adversarial domain adaptation for multi-device retinal OCT segmentation".
    • Jacob Reinhold presented "Finding novelty with uncertainty".
    • Yihao Liu presented "Variational intensity cross channel encoder for unsupervised vessel segmentation on OCT angiography".
    • Shuo Han presented "Reflection-equivariant convolutional neural networks improve segmentation over reflection augmentation".
    • Yihao Liu presented work by Yufan He "Segmenting retinal OCT images with inter-B-scan and longitudinal information".
  • Other accepted papers at SPIE-MI 2020 coming from collaborations with IACL.
    • With Jonghye Woo from Harvard Medical School "Identifying the common and subject-specific functional units of speech movements via a joint sparse non-negative matrix factorization framework".


IACL at SPIE 2020
2020-SPIE-SH-Poster-1.jpg 2020-SPIE-SH-Poster-2.jpg
Shuo Han presenting his poster titled "Reflection-equivariant convolutional neural networks improve segmentation over reflection augmentation".
 
2020-SPIE-JCR-Audience.jpg 2020-SPIE-YL-Poster-1.jpg
Jacob Reinhold enjoying a plenary talk. Yihao Liu presenting a poster.




2019

December

  • Can Zhao's paper titled "Applications of a deep learning method for anti-aliasing and super-resolution in MRI" appears in Magnetic Resonance in Medicine  (doi)  (PubMed)
  • Blake Dewey's paper titled "DeepHarmony: A deep learning approach to contrast harmonization across scanner changes" also appears in the same special issue of Magnetic Resonance in Medicine  (doi)  (PubMed)


November

IACL wins the 2019 ECE Pumpkin Carving Contest!!
  • IACL members win the 2019 ECE Pumpkin Carving Contest!!
    This is our second consecutive Pumpkin Carving Contest win, and our third win in five years.




See all our old News