News/2020

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 23^rd 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.

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" .

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
Shuo Han presenting his poster titled "Reflection-equivariant convolutional neural networks improve segmentation over reflection augmentation".
Jacob Reinhold enjoying a plenary talk.	Yihao Liu presenting a poster.