View source for News/2020

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{{h2|2020}}
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{{h4|December}}
* 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}}.


{{h4|October}}
* IACL members present papers at the {{iacl-pub miccai2020}}
** [[Yufan|Yufan He]] presented '''"Self domain adapted network"'''. {{doi|10.1007/978-3-030-59710-8_43}} {{YouTube|NMiQfM3KUtM|Self domain adapted network}}
** [[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}}

* IACL members had the following presentations at [http://www.miccai2020.org/ MICCAI 2020] Workshops:
** [[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}}
** [[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}}
** [[Muhan|Muhan Shao]] presented '''"Direct reconstruction of crossing muscle fibers in the human tongue using a deep neural network"''' at CDMRI 2020.


{{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}}


{{h4|July}}
* [[shuo|Shuo Han's]] paper {{title|Longitudinal analysis of regional cerebellum volumes during normal aging}} appears in {{iacl-pub ni}}. {{ doi|10.1016/j.neuroimage.2020.117062}} {{PubMed|32592850}}


{{h4|June}}
* [https://www.nitrc.org/frs/?group_id=1390 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).
* [https://scholar.google.com/citations?user=e4e6mI8AAAAJ 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 [http://www.irisa.fr/Christian.Barillot IRISA].


{{h4|May}}
* The paper {{title|Evaluating White Matter Lesion Segmentations with Refined Sørensen-Dice Analysis}} appears in the journal ''Nature Scientific Reports''. {{doi|10.1038/s41598-020-64803-w}} {{PubMed|32427874}}
* [[shuo|Shuo Han's]] paper {{title|Automatic Cerebellum Anatomical Parcellation using U-Net with Locally Constrained Optimization}} appears in {{iacl-pub ni}}. {{doi|10.1016/j.neuroimage.2020.116819}}



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{{h4|April}}
* [https://www.nitrc.org/frs/?group_id=1390 Brain Biomechanics Imaging Resources] releases updated version of data on [https:///www.nitrc.org/ NITRC].
** This release includes MR tagged images of six subjects.
** Three subjects undergoing rotational motion.
** 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.]]
* [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}}.


{{-}}
{{h3|February}}
* IACL members present papers at the SPIE Medical Imaging (SPIE-MI 2020) meeting in Houston, TX, February 15 - 20, 2020.
** [[Prince|Prof. J.L. Prince]] presented work by [[Yufan|Yufan He]] '''"Adversarial domain adaptation for multi-device retinal OCT segmentation"'''.
** [http://jcreinhold.github.io Jacob Reinhold] presented '''"Finding novelty with uncertainty"'''.
** [[Yihao|Yihao Liu]] presented '''"Variational intensity cross channel encoder for unsupervised vessel segmentation on OCT angiography"'''.
** [[Shuo|Shuo Han]] presented '''"Reflection-equivariant convolutional neural networks improve segmentation over reflection augmentation"'''.
** [[Yihao|Yihao Liu]] presented work by [[Yufan|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"'''.


{| align="center" style="width:90%; border:2px #e99095 solid; background:#ffffff; text-align:left;"
|-
| colspan="5" align="center" | '''IACL at SPIE 2020'''
|-
| align="center" | [[File:2020-SPIE-SH-Poster-1.jpg|500px|link=https://iacl.ece.jhu.edu/images/3/39/2020-SPIE-SH-Poster-1.jpg]]
| align="center" | [[File:2020-SPIE-SH-Poster-2.jpg|500px|link=https://iacl.ece.jhu.edu/images/0/0d/2020-SPIE-SH-Poster-2.jpg]]
|-
| align="center" colspan="2" | [[Shuo|Shuo Han]] presenting his poster titled '''"Reflection-equivariant convolutional neural networks improve segmentation over reflection augmentation"'''.
|-
| &nbsp;
|-
| align="center" | [[File:2020-SPIE-JCR-Audience.jpg|250px|link=https://iacl.ece.jhu.edu/images/d/da/2020-SPIE-JCR-Audience.jpg]]
| align="center" | [[File:2020-SPIE-YL-Poster-1.jpg|250px|link=https://iacl.ece.jhu.edu/images/6/62/2020-SPIE-YL-Poster-1.jpg]]
|-
| align="center" | [http://jcreinhold.github.io Jacob Reinhold] enjoying a plenary talk.
| align="center" | [[Yihao|Yihao Liu]] presenting a poster.
|-
|}