News/2021

2021

October

• Jerry L. Prince delivered a keynote at the DALI MICCAI Workshop.

September

• Samuel W. Remedios presented "Joint Image and Label Self-Super-Resolution" at Simulation and Synthesis in Medical Imaging (SASHIMI 2021) in conjunction with the 24^th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2021), Strasbourg, France, September 27 – October 1, 2021.  (doi)
• Lianrui Zuo's paper titled "Unsupervised MR harmonization by learning disentangled representations using information bottleneck theory" appears in NeuroImage.  (doi)

August

• Yufan He successfully defends his thesis titled "Retinal OCT Image Analysis Using Deep Learning".

July

• A paper on our Brain Biomechanics project titled "MR imaging of human brain mechanics in vivo: new measurements to facilitate the development of computational models of brain injury" appears in Annals of Biomedical Engineering.  (doi)

June

• Yufan He's paper titled "Autoencoder Based Self-Supervised Test-Time Adaptation for Medical Image Analysis" appears in Medical Image Analysis.  (doi)
• Congratulations to Lianrui Zuo on winning the Best Poster Award at the 27^th Conference on Information Processing in Medical Imaging (IPMI 2021), Virtually in Bornholm, Denmark, June 28 - July 2, 2021.
• IACL papers at the 27^th Conference on Information Processing in Medical Imaging (IPMI 2021), Virtually in Bornholm, Denmark, June 28 - July 2, 2021.
  • Lianrui Zuo presents his poster teaser for "Information-based Disentangled Representation Learning for Unsupervised MR Harmonization".
  • Shuo Han presents his poster teaser for "MR Slice Profile Estimation by Learning to Match Internal Patch Distributions".

April

• IACL papers at the 18^th IEEE International Symposium on Biomedical Imaging (ISBI 2021), Nice, France, April 13-16, 2021.
  • Shuo Han presented "Slice profile estimation from 2D MRI acquisition using generative adversarial networks".
  • Our collaborator, Xiaofeng Liu at Massachusetts General Hospital, presented "Dual-Cycle constrained bijective VAE-GAN for Tagged-to-Cine magnetic resonance image synthesis".

March

• Can Zhao's paper titled "SMORE: A Self-supervised Anti-aliasing and Super-resolution Algorithm for MRI Using Deep Learning" appears in IEEE Trans. on Medical Imaging.  (doi)
  • The related software can be downloaded from our page about SMORE.

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

January

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