Difference between revisions of "News/2020"

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{{h2|2020}}
 
{{h2|2020}}
 
__NOTOC__
 
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{{h4|December}}
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* Yufan He's paper titled {{title|Structured layer surface segmentation for retina OCT using fully convolutional regression networks}} appears in the MICCAI Special Issue of {{iacl-pub media}}. {{doi|10.1016/j.media.2020.101856}}.
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{{h4|October}}
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* IACL members present papers at the {{iacl-pub miccai2020}}
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** [[Yufan|Yufan He]] presented '''"Self domain adapted network"'''. {{doi|10.1007/978-3-030-59710-8_43}} {{YouTube|NMiQfM3KUtM|Self domain adapted network}}
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** [[Blake Dewey]] presented '''"A Disentangled Latent Space for Cross-Site MRI Harmonization"'''. {{doi|10.1007/978-3-030-59728-3_70}} {{YouTube|zVWIX75rYZM|A Disentangled Latent Space for Cross-Site MRI Harmonization}}
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* IACL members had the following presentations at [http://www.miccai2020.org/ MICCAI 2020] Workshops:
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** [[Lianrui|Lianrui Zuo]] presented '''"Synthesize Realistic MR Images with Noise Control"''' at SASHIMI 2020. {{doi|10.1007/978-3-030-59520-3_3}} {{YouTube|JM56ltw9m50|Synthesize Realistic MR Images with Noise Control}}
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** [[Shuo|Shuo Han]] presented '''"Inhomogeneity Correction in Magnetic Resonance Images Using Deep Image Priors"''' at MLMI 2020. {{doi|10.1007/978-3-030-59861-7_41}} {{YouTube|D2fEr_DJ8ig|Inhomogeneity Correction in Magnetic Resonance Images Using Deep Image Priors}}
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** [[Muhan|Muhan Shao]] presented '''"Direct reconstruction of crossing muscle fibers in the human tongue using a deep neural network"''' at CDMRI 2020.
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{{h4|August}}
 
{{h4|August}}
 
* From our collaboration with Xi’an Jiaotong University, the paper {{title|Unsupervised MR-to-CT Synthesis using Structure-Constrained CycleGAN}} appears in {{iacl-pub tmi}}. {{doi|10.1109/TMI.2020.3015379}}
 
* From our collaboration with Xi’an Jiaotong University, the paper {{title|Unsupervised MR-to-CT Synthesis using Structure-Constrained CycleGAN}} appears in {{iacl-pub tmi}}. {{doi|10.1109/TMI.2020.3015379}}
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** Three subjects undergoing head drop.
 
** Three subjects undergoing head drop.
 
[[File:2020-ISBI-Reinhold-Presentation-Slide0.png|thumb|250px|link=https://www.youtube.com/watch?v=9Xu0w18JGW8|Jacob Reinhold's presentation from ISBI 2020.]]
 
[[File:2020-ISBI-Reinhold-Presentation-Slide0.png|thumb|250px|link=https://www.youtube.com/watch?v=9Xu0w18JGW8|Jacob Reinhold's presentation from ISBI 2020.]]
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* [http://jcreinhold.github.io Jacob C. Reinhold] participates in the first virtual [https://biomedicalimaging.org/2020/ ISBI] presenting his work titled '''"Validating uncertainty in medical image translation"'''. The presentation is available on [https://www.youtube.com/watch?v=9Xu0w18JGW8 YouTube].
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* [http://jcreinhold.github.io Jacob C. Reinhold] participates in the first virtual [https://biomedicalimaging.org/2020/ ISBI] presenting his work titled '''"Validating uncertainty in medical image translation"''' {{YouTube|9Xu0w18JGW8|Validating uncertainty in medical image translation}}.
  
  
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Latest revision as of 19:55, 21 February 2022


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)


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" Validating uncertainty in medical image translation.



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.
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