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<li>[[File:2020-CVPRWorkshop-Prince-Super-resolution.jpg|link=https://www.youtube.com/watch?v=SmyptDc8mwM|target="_blank"|[[Prince|Prof. Jerry L. Prince]] gives a keynote talk, titled '''"No-atlas super-resolution for anisotropic voxels in medical imaging"''', which he delivered to the CVPR Workshop MCV 2020.]]<p class="bss-caption text-center">Prof. Jerry L. Prince gives a keynote talk, titled '''"[https://www.youtube.com/watch?v=SmyptDc8mwM No-atlas super-resolution for anisotropic voxels in medical imaging]"''', which he delivered to the CVPR Workshop MCV 2020.</p></li><!--
 
  
  
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--><li>[[File:2020-ISBI-Reinhold-Presentation-Slide0-crop.png|link=https://www.youtube.com/watch?v=9Xu0w18JGW8|target="_blank"|Jacob C. Reinhold participates in the first virtual ISBI presenting his work titled '''"Validating uncertainty in medical image translation"'''.]]<p class="bss-caption text-center">[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].</p></li><!--
 
  
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--><li>[[File:2019-MICCAI-Yufan-01-Crop.jpg|link=http://iacl.ece.jhu.edu/images/a/a5/2019-MICCAI-Yufan-01-Crop.jpg|Yufan He wins a MICCAI Young Scientist Award for his paper titled '''"Fully convolutional boundary regression for retina OCT segmentation"'''.]]<p class="bss-caption text-center">Yufan He wins a MICCAI Young Scientist Award for his paper titled '''"Fully convolutional boundary regression for retina OCT segmentation"'''.</p></li><!--
 
  
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--><li>[[File:156_crop.png|link=http://iacl.ece.jhu.edu/images/7/73/156_crop.png|IACL celebrates the PhD defense of Dr. Jeffrey Glaister.]]<p class="bss-caption text-center">IACL celebrates the PhD defense of Dr. Jeffrey Glaister.</p></li><!--
 
  
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<div style="max-width: 100%; width: auto; align=center;">[[File:2025-SPIE-Zuo-Oral-crop.jpg|style="width:70%;"|link=https://iacl.ece.jhu.edu/images/1/1b/2025-SPIE-Zuo-Oral-crop.jpg|target="_blank"|Dr. Lianrui Zuo of Vanderbilt University presenting our collaboration '''"Counterfactual brain amyloid pathology image synthesis"''' at {{iacl-pub spie2025}}]]<p style="background-color: #5072a7; color: white; padding: 5pt; border-radius: 0pt 0pt 8pt 8pt;">Dr. Lianrui Zuo of Vanderbilt University presenting our collaboration '''"Counterfactual brain amyloid pathology image synthesis"''' at {{iacl-pub spie2025}}</p></div>
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<div style="max-width: 100%; width: auto; align=center;">[[File:2025-SPIE-Group-02-crop.jpg|style="width:70%;"|link=https://iacl.ece.jhu.edu/images/b/b8/2025-SPIE-Group-02-crop.jpg|target="_blank"|Prof. J.L. Prince with Shimeng Wang, Carlos Rivas, and Dr. Jinwei Zhang at {{iacl-pub spie2025}}]]<p style="background-color: #5072a7; color: white; padding: 5pt; border-radius: 0pt 0pt 8pt 8pt;">Prof. J.L. Prince with Shimeng Wang, Carlos Rivas, and Dr. Jinwei Zhang at {{iacl-pub spie2025}}</p></div>
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<div style="max-width: 100%; width: auto; align=center;">[[File:2024-U01-Meeting_50_65.jpg|style="width:70%;"|link=https://iacl.ece.jhu.edu/images/c/cc/2024-U01-Meeting_50_65.jpg|target="_blank"|Meeting at the Henry Jackson Foundation for the team behind the Brain Biomechanics Imaging Resources on NITRC, made possible by the NIH through U01 NS112120&nbsp;(PI: P.V. Bayly).]]<p style="background-color: #5072a7; color: white; padding: 5pt; border-radius: 0pt 0pt 8pt 8pt;">Meeting at the Henry Jackson Foundation for the team behind the Brain Biomechanics Imaging Resources on NITRC, made possible by the NIH through U01 NS112120&nbsp;(PI: P.V. Bayly).</p></div>
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<div style="max-width: 100%; width: auto; align=center;">[[File:2024-Graduation-02.png|style="width:70%;"|link=https://iacl.ece.jhu.edu/images/6/6d/2024-Graduation-02.png|target="_blank"|Drs. Yihao Liu and Lianrui Zuo after their hooding by Prof. J.L. Prince.]]<p style="background-color: #5072a7; color: white; padding: 5pt; border-radius: 0pt 0pt 8pt 8pt;">Drs. Yihao Liu and Lianrui Zuo after their hooding by [[Prince|Prof. J.L. Prince.]]</p></div>
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<div style="max-width: 100%; width: auto; align=center;">[[File:2024-ACTRIMS-Group-01.png|style="width:70%;"|link=https://iacl.ece.jhu.edu/images/e/e5/2024-ACTRIMS-Group-01.png|target="_blank"|IACL at the ACTRIMS Young Scientist Meeting. From left to right, Dr. Blake Dewey, Dr. Jinwei Zhang, Savannah Hays, Dr. Shuwen Wei, & Shimeng Wang.]]<p style="background-color: #5072a7; color: white; padding: 5pt; border-radius: 0pt 0pt 8pt 8pt;">IACL at the ACTRIMS Young Scientist Meeting. From left to right, Dr. Blake Dewey, Dr. Jinwei Zhang, Savannah Hays, Dr. Shuwen Wei, & Shimeng Wang.</p></div>
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<div style="max-width: 100%; width: auto; align=center;">[[File:2024-SPIE-Group-crop.png|style="width:70%;"|link=https://iacl.ece.jhu.edu/images/a/ae/2024-SPIE-Group.png|target="_blank"|IACL Group Photo from the {{iacl-pub spie2024}}]]<p style="background-color: #5072a7; color: white; padding: 5pt; border-radius: 0pt 0pt 8pt 8pt;">IACL Group Photo from the {{iacl-pub spie2024}}</p></div>
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<div style="max-width: 100%; width: auto; align=center;">[[File:2024-SPIE-Bian-Oral-crop.jpg|style="width:70%;"|link=https://iacl.ece.jhu.edu/images/a/a5/2024-SPIE-Bian-Oral-crop.jpg|target="_blank"|Zhangxing Bian presenting his award winning paper '''"Is Registering Raw Tagged-MR Enough for Strain Estimation in the Era of Deep Learning?"''' at the {{iacl-pub spie2024}}]]<p style="background-color: #5072a7; color: white; padding: 5pt; border-radius: 0pt 0pt 8pt 8pt;">Zhangxing Bian presenting his award winning paper '''"Is Registering Raw Tagged-MR Enough for Strain Estimation in the Era of Deep Learning?"''' at the {{iacl-pub spie2024}}</p></div>
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<div style="max-width: 100%; width: auto; align=center;">[[File:2023-MICCAI-Bian-Momenta-Morph.jpg|style="width:70%;"|link=https://iacl.ece.jhu.edu/images/1/12/2023-MICCAI-Bian-Momenta-Morph.jpg|target="_blank"|Zhangxing Bian presenting '''"MomentaMorph: Unsupervised Spatial-Temporal Registration with Momenta, Shooting, and Correction"''' at the {{iacl-pub mtsail2023}}]]<p style="background-color: #5072a7; color: white; padding: 5pt; border-radius: 0pt 0pt 8pt 8pt;">Zhangxing Bian presenting '''"MomentaMorph: Unsupervised Spatial-Temporal Registration with Momenta, Shooting, and Correction"''' at the {{iacl-pub mtsail2023}}</p></div>
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<div style="max-width: 100%; width: auto; align=center;">[[File:2023-CMSC-Group-crop.jpg|style="width:70%;"|link=https://iacl.ece.jhu.edu/images/b/bb/2023-CMSC-Group.jpg|target="_blank"|IACL Lab members at CMSC 2023 in Aurora, Colorado.]]<p style="background-color: #5072a7; color: white; padding: 5pt; border-radius: 0pt 0pt 8pt 8pt;">IACL Lab members at CMSC 2023 in Aurora, Colorado.</p></div>
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<div style="max-width: 100%; width: auto; align=center;">[[File:2023-JHU-Shao-1.jpg|style="width:70%;"|link=https://iacl.ece.jhu.edu/images/1/17/2023-JHU-Shao-1.jpg|target="_blank"|Dr. Muhan Shao being hooded by Prof. Jerry L. Prince.]]<p style="background-color: #5072a7; color: white; padding: 5pt; border-radius: 0pt 0pt 8pt 8pt;">Dr. Muhan Shao being hooded by Prof. Jerry L. Prince.</p></div>
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<div style="max-width: 100%; width: auto; align=center;">[[File:20220805_094037-SS.jpg|style="width:70%;"|link=https://iacl.ece.jhu.edu/images/1/1a/20220805_094037.jpg|target="_blank"|Allen Hong giving a presentation capping off his REU Summer in IACL working with Dr. Ahmed Alshareef.]]<p style="background-color: #5072a7; color: white; padding: 5pt; border-radius: 0pt 0pt 8pt 8pt;">Allen Hong giving a presentation capping off his REU Summer in IACL working with Dr. Ahmed Alshareef.</p></div>
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<div style="max-width: 100%; width: auto; align=center;">[[File:P1010061-SS.jpg|style="width:70%;"|link=https://iacl.ece.jhu.edu/images/7/7a/P1010061.jpg|target="_blank"|Lab members Lianrui Zuo and Yihao Liu with Dr. Yufan He after his graduation in May 2022.]]<p style="background-color: #5072a7; color: white; padding: 5pt; border-radius: 0pt 0pt 8pt 8pt;">Lab members Lianrui Zuo and Yihao Liu with Dr. Yufan He after his graduation in May 2022.</p></div>
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{{h3|15 Most Recent IACL papers on PubMed}}
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<center>'''Also see our complete [[Publications]] list'''</center>
  
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--><li>[[File:2018-MICCAI-ADG-Talk_crop.png|link=http://iacl.ece.jhu.edu/images/c/c2/2018-MICCAI-ADG-Talk_crop.png|Dr. A.D. Gomez giving a talk during the first ever split session at MICCAI 2018. He presented his work titled '''"Quantitative validation of MRI-based motion estimation for brain impact biomechanics"'''.]]<p class="bss-caption text-center">Dr. A.D. Gomez giving a talk during the first ever split session at MICCAI 2018. He presented his work titled '''"Quantitative validation of MRI-based motion estimation for brain impact biomechanics"'''.</p></li><!--
 
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<li>[[File:ACC_8294_crop.jpg|center]]<p class="bss-caption text-center">[[Prince|Dr. Prince]] celebrating the graduation of Yeyi Yun.</p></li>
 
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<li>[[File:2017-DLC-Prince.JPG|center]]<p class="bss-caption text-center">[[Prince|Dr. Prince]] receiving an [http://web.jhu.edu/dlc/our_events/diversity_awards/ award] recognizing his promotion of diversity in the Johns Hopkins community.</p></li>
 
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<li>[[File:IMG_20170509_122333_crop.jpg|center]]<p class="bss-caption text-center">IACL mourns the departure of [https://asjog.github.io/ Dr. Jog]. He is leaving to work for the [https://www.nmr.mgh.harvard.edu/ MGH/HST Martinos Center] in Boston, MA.</p></li>
 
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<li>[[File:Mmexport1486685895738.jpg|center]]<p class="bss-caption text-center">IACL celebrates the departure of Dr. Antony. She is leaving to work for IBM Research in Melbourne, Australia.</p></li>
 
  
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<li>[[File:2016-NI-Yang.jpg|link=http://dx.doi.org/10.1016/j.neuroimage.2015.09.032|center]]<p class="bss-caption text-center">Z. Yang, C. Ye, J.A. Bogovic, A. Carass, B.M. Jedynak, S.H. Ying, and J.L. Prince,<span> </span><b>"Automated Cerebellar Lobule Segmentation with Application to Cerebellar Structural Analysis in Cerebellar Disease"</b>,<span> </span><i>NeuroImage</i>,<span> </span>127:435-444,<span> </span>2016.<span> </span>[http://dx.doi.org/10.1016/j.neuroimage.2015.09.032 (doi)]</p></li>
 
  
  
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<li>[[File:2016-NIC-Roy.png|link=http://dx.doi.org/doi:10.1016/j.nicl.2016.02.005|center]]<p class="bss-caption text-center">S. Roy, A. Carass, J. Pacheco, M. Bilgel, S.M. Resnick, J.L. Prince, and D.L. Pham,<span> </span><b>"Temporal filtering of longitudinal brain magnetic resonance images for consistent segmentation"</b>,<span> </span><i>NeuroImage: Clinical</i>,<span> </span>11:264-275, 2016,<span> </span>[http://dx.doi.org/doi:10.1016/j.nicl.2016.02.005 (doi)]</p></li>
 
  
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<li>[[File:IMG_20160517_120218495_25.jpg|link=News|center]]<p class="bss-caption text-center">Drs. Yang, Xing, and Jog celebrate receiving their PhDs with Jerry L. Prince.</p></li>
 
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<li>[[File:Andrew_Lang_ARVO2015.jpg|link=News|center]]<p class="bss-caption text-center">Dr. Andrew Lang presented his poster "Automated segmentation of macular SD-OCT scans of retinitis pigmentosa patients shows regional patterns of foveal inner retinal thickening that correlate with visual function" at ARVO 2015 in Denver, Colorado.</p></li>
 
 
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Latest revision as of 23:35, 20 February 2025



Dr. Lianrui Zuo of Vanderbilt University presenting our collaboration "Counterfactual brain amyloid pathology image synthesis" at Proceedings of SPIE Medical Imaging (SPIE-MI 2025), San Diego, CA, February 16–20, 2025.

Dr. Lianrui Zuo of Vanderbilt University presenting our collaboration "Counterfactual brain amyloid pathology image synthesis" at Proceedings of SPIE Medical Imaging (SPIE-MI 2025), San Diego, CA, February 16–20, 2025.

Prof. J.L. Prince with Shimeng Wang, Carlos Rivas, and Dr. Jinwei Zhang at Proceedings of SPIE Medical Imaging (SPIE-MI 2025), San Diego, CA, February 16–20, 2025.

Prof. J.L. Prince with Shimeng Wang, Carlos Rivas, and Dr. Jinwei Zhang at Proceedings of SPIE Medical Imaging (SPIE-MI 2025), San Diego, CA, February 16–20, 2025.

Meeting at the Henry Jackson Foundation for the team behind the Brain Biomechanics Imaging Resources on NITRC, made possible by the NIH through U01 NS112120 (PI: P.V. Bayly).

Meeting at the Henry Jackson Foundation for the team behind the Brain Biomechanics Imaging Resources on NITRC, made possible by the NIH through U01 NS112120 (PI: P.V. Bayly).

Drs. Yihao Liu and Lianrui Zuo after their hooding by Prof. J.L. Prince.

Drs. Yihao Liu and Lianrui Zuo after their hooding by Prof. J.L. Prince.

IACL at the ACTRIMS Young Scientist Meeting. From left to right, Dr. Blake Dewey, Dr. Jinwei Zhang, Savannah Hays, Dr. Shuwen Wei, & Shimeng Wang.

IACL at the ACTRIMS Young Scientist Meeting. From left to right, Dr. Blake Dewey, Dr. Jinwei Zhang, Savannah Hays, Dr. Shuwen Wei, & Shimeng Wang.

IACL Group Photo from the Proceedings of SPIE Medical Imaging (SPIE-MI 2024), San Diego, CA, February 18–22, 2024.

IACL Group Photo from the Proceedings of SPIE Medical Imaging (SPIE-MI 2024), San Diego, CA, February 18–22, 2024.

Zhangxing Bian presenting his award winning paper "Is Registering Raw Tagged-MR Enough for Strain Estimation in the Era of Deep Learning?" at the Proceedings of SPIE Medical Imaging (SPIE-MI 2024), San Diego, CA, February 18–22, 2024.

Zhangxing Bian presenting his award winning paper "Is Registering Raw Tagged-MR Enough for Strain Estimation in the Era of Deep Learning?" at the Proceedings of SPIE Medical Imaging (SPIE-MI 2024), San Diego, CA, February 18–22, 2024.

Zhangxing Bian presenting "MomentaMorph: Unsupervised Spatial-Temporal Registration with Momenta, Shooting, and Correction" at the MICCAI Workshop on Time-Series Data Analytics and Learning (MTSAIL 2023) in conjunction with the 26th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2023), Vancouver, Canada, October 8–12, 2023.

Zhangxing Bian presenting "MomentaMorph: Unsupervised Spatial-Temporal Registration with Momenta, Shooting, and Correction" at the MICCAI Workshop on Time-Series Data Analytics and Learning (MTSAIL 2023) in conjunction with the 26th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2023), Vancouver, Canada, October 8–12, 2023.

IACL Lab members at CMSC 2023 in Aurora, Colorado.

IACL Lab members at CMSC 2023 in Aurora, Colorado.

Dr. Muhan Shao being hooded by Prof. Jerry L. Prince.

Dr. Muhan Shao being hooded by Prof. Jerry L. Prince.

Allen Hong giving a presentation capping off his REU Summer in IACL working with Dr. Ahmed Alshareef.

Allen Hong giving a presentation capping off his REU Summer in IACL working with Dr. Ahmed Alshareef.

Lab members Lianrui Zuo and Yihao Liu with Dr. Yufan He after his graduation in May 2022.

Lab members Lianrui Zuo and Yihao Liu with Dr. Yufan He after his graduation in May 2022.



Recent News Items


2025

February

Carlos Rivas' award for best poster titled "Unique MS lesion identification from MRI" at the Proceedings of SPIE Medical Imaging (SPIE-MI 2025), San Diego, CA, February 16–20, 2025.
  • Congratulations to Carlos Rivas on winning a Best Poster Award at the Proceedings of SPIE Medical Imaging (SPIE-MI 2025), San Diego, CA, February 16–20, 2025.
  • IACL papers at the Proceedings of SPIE Medical Imaging (SPIE-MI 2025), San Diego, CA, February 16–20, 2025.
    • Carlos Rivas presented "Unique MS lesion identification from MRI".
    • Shimeng Wang presented "Longitudinal analysis of cerebellum volume changes in a multiple sclerosis cohort".
    • Dr. Jinwei Zhang presented "Bi-directional MS lesion filling and synthesis using denoising diffusion implicit model-based lesion repainting".
    • Xiaojian Chen's paper titled "Correlation ratio for unsupervised learning of multi-modal deformable registration", was presented by Dr. Jinwei Zhang.
  • Other accepted papers at SPIE-MI 2025 coming from collaborations with IACL.
    • Dr. Lianrui Zuo from Vanderbilt University, presented "Counterfactual brain amyloid pathology image synthesis".


IACL at SPIE-MI 2025
2025-SPIE-Rivas-Poster.jpg     2025-SPIE-Wang-Poster.jpg
Carlos Rivas presenting his award winning poster titled "Unique MS lesion identification from MRI".     Shimeng Wang presenting his poster "Longitudinal analysis of cerebellum volume changes in a multiple sclerosis cohort".
 
  2025-SPIE-Zhang-Oral.jpg  
  Dr. Jinwei Zhang presenting his SPIE-MI Deep Dive titled "Bi-directional MS lesion filling and synthesis using denoising diffusion implicit model-based lesion repainting".  
 
2025-SPIE-Group-01.jpg     2025-SPIE-Group-02.jpg
Prof. J.L. Prince with current lab members and special guests (Dr. Muhan Shao and Dr. Lianrui Zuo).     Prof. J.L. Prince with current lab members.
 





January

  • The latest version of our super-resolution software is now available with pip install eclare. The related publication is:
S.W. Remedios, S. Han, L. Zuo, A. Carass, D.L. Pham, J.L. Prince, and B.E. Dewey, "Self-Supervised Super-Resolution for Slice Gap MRI", Simulation and Synthesis in Medical Imaging (SASHIMI 2023) in conjunction with the 26th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2023), Vancouver, Canada, October 8–12, 2023. (doi) Self-Supervised Super-Resolution for Slice Gap MRI
  • Our paper titled "A survey on deep learning in medical image registration: New technologies, uncertainty, evaluation metrics, and beyond" with Dr. Junyu Chen has appeared in Medical Image Analysis.  (doi) arXiv: 2307.15615 "{{{2}}}"




2024

November

  • Dr. Yihao Liu of Vanderbilt University has co-authored a paper with us titled "Vector Field Attention for Deformable Image Registration" that has appeared in the Journal of Medical Imaging.  (doi) arXiv:2407.10209 "{{{2}}}"


October

  • Dr. Kshitiz Upadhyay at Louisiana State University has co-authored a paper with us titled "Effect of Human Head Shape on the Risk of Traumatic Brain Injury: A Gaussian Process Regression-Based Machine Learning Approach" that has appeared in the journal Military Medicine.  (doi)
  • IACL papers at the 27th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2024), Marrakesh, Morocco, October 6–10, 2024.
    • Savannah P. Hays presented 'Beyond MR Image Harmonization: Resolution Matters Too.  (doi) arXiv:2408.16562 "{{{2}}}"
    • Samuel W. Remedios presented TS-SR3: Time-strided denoising diffusion probabilistic model for MR super-resolution on behalf of Zejun Wu.  (doi)
    • Dr. B.E. Dewey presented RATNUS: Rapid, Automatic Thalamic Nuclei Segmentation using Multimodal MRI inputs on behalf of Anqi Feng. arXiv:2409.06897 "{{{2}}}"



IACL at MICCAI 2024
2024-MICCAI-Hays-Poster-01-crop.jpg   2024-MICCAI-Remedios-Poster-02-crop.jpg
Savannah Hays presenting her poster Beyond MR Image Harmonization: Resolution Matters Too.   Sam Remedios presenting the poster TS-SR3: Time-strided denoising diffusion probabilistic model for MR super-resolution.





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