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3D Segmentation of Subcortical Brain Structure with Few Labeled Data using 2D Diffusion Models

Author:Jihoon Cho  Hyungjoon Bae  Xiaofeng Liu  Fangxu Xing  Kyungeun Lee  Georges El Fakhri  Van Wedeen  Jinah Park  Jonghye Woo  

Session Type:Oral  

Session Date:Thursday, 09 May 2024  

Session Name:Translation of AI into the Clinic  

Program Number:1397  

Room Session:Summit 2  

Institution:Daegu Gyeongbuk Institute of Science and Technology  Korea Advanced Institute of Science and Technology  Massachusetts General Hospital and Harvard Medical School  Yale School of Medicine  

Automatic segmentation of spinal cord multiple sclerosis lesions across multiple sites, contrasts and vendors

Author:Pierre-Louis Benveniste  Jan Valošek  Michelle Chen  Nathan Molinier  Lisa Eunyoung Lee  Alexandre Prat  Zachary Vavasour  Roger Tam  Anthony Traboulsee  Shannon Kolind  Jiwon Oh  Julien Cohen-Adad  

Session Type:Oral  

Session Date:Thursday, 09 May 2024  

Session Name:Translation of AI into the Clinic  

Program Number:1395  

Room Session:Summit 2  

Institution:Department of Medicine (Neurology), University of Toronto  Department of neuroscience, Université de Montréal  Departments of Medicine (Neurology), Physics, Radiology, University of British Columbia,  NeuroPoly Lab, Institute of Biomedical Engineering, Po  

Cerebral microbleed detection on susceptibility weighted imaging using solely artificial training data

Author:Jonathan Disselhorst  Caroline Hall  Punith B Venkategowda  Alessandra Griffa  Vincent Dunet  Tobias Kober  Gilles Allali  Bénédicte Maréchal  

Session Type:Oral  

Session Date:Thursday, 09 May 2024  

Session Name:Translation of AI into the Clinic  

Program Number:1394  

Room Session:Summit 2  

Institution:Lausanne University Hospital and University of Lausanne  Siemens Healthcare Pvt. Ltd.  Siemens Healthineers International AG  École Polytechnique Fédérale de Lausanne (EPFL)  

Detection and Quantification of Acute Ischemic Lesions using Deep Learning-Based Super-resolution Portable Low-Field-Strength MRI

Author:Yueyan Bian  Long Wang  Jin Li  Xiaoxu Yang  Erling Wang  Yingying Li  Chen Zhang  Lei Xiang  Qi Yang  

Session Type:Oral  

Session Date:Thursday, 09 May 2024  

Session Name:Translation of AI into the Clinic  

Program Number:1396  

Room Session:Summit 2  

Institution:Beijing Chaoyang Hospital  Siemens Healthineers  Subtle Medical  Capital Medical University  

Enhancing Deep Learning-Based Liver Vessel Segmentation on MRI with Image Translation Techniques

Author:Yanbo Zhang  Ali Bilgin  Sevgi Kafali  Brian Toner  Timo Delgado  Eze Ahanonu  Deniz Karakay  Wenqi Zhou  Sabina Mollus  Stephan Kannengiesser  Vibhas Deshpande  Sasa Grbic  Maria Altbach  Holden Wu  

Session Type:Oral  

Session Date:Thursday, 09 May 2024  

Session Name:Translation of AI into the Clinic  

Program Number:1398  

Room Session:Summit 2  

Institution:Siemens Healthineers  University of Arizona  University of California Los Angeles  

Improved ex-vivo cerebral microbleed detection using self-supervised learning with fuzzy segmentation

Author:Grant Nikseresht  Arnold Evia  David Bennett  Julie Schneider  Gady Agam  Konstantinos Arfanakis  

Session Type:Oral  

Session Date:Thursday, 09 May 2024  

Session Name:Translation of AI into the Clinic  

Program Number:1393  

Room Session:Summit 2  

Institution:Illinois Institute of Technology  Rush University Medical Center  

Learning to synthesize MR contrasts using a self-supervised constrained contrastive learning approach

Author:Lavanya Umapathy  Li Feng  Daniel Sodickson  

Session Type:Oral  

Session Date:Thursday, 09 May 2024  

Session Name:Translation of AI into the Clinic  

Program Number:1402  

Room Session:Summit 2  

Institution:New York University Grossman School of Medicine  

MRI-based Biological Age Estimation for Multiple Organs in the UK Biobank Cohort

Author:Veronika Ecker  Marcel Früh  Bin Yang  Sergios Gatidis  Thomas Küstner  

Session Type:Oral  

Session Date:Thursday, 09 May 2024  

Session Name:Translation of AI into the Clinic  

Program Number:1401  

Room Session:Summit 2  

Institution:University Hospital of Tübingen  University of Stuttgart  

Multimodal Approach for CDR : Vision-Language Integration for Enhanced Clinical Dementia Rating Classification in Alzheimer’s Disease

Author:Joonhyeok Yoon  Minjun Kim  Sooyeon Ji  Chungseok Oh  Hwihun Jeong  Kyeongseon Min  Jonghyo Youn  Taechang Kim  Hongjun An  Juhyung Park  Jongho Lee  

Session Type:Oral  

Session Date:Thursday, 09 May 2024  

Session Name:Translation of AI into the Clinic  

Program Number:1399  

Room Session:Summit 2  

Institution:Seoul National University  

Predicting Anatomical Tumor Growth in Pediatric High-grade Gliomas via Denoising Diffusion Models

Author:Daria Laslo  Maria Monzon  Divya Ramakrishnan  Marc von Reppert  Schuyler Stoller  Ana Sofia Guerreiro Stücklin  Nicolas U. Gerber  Andreas Rauschecker  Javad Nazarian  Sabine Mueller  Catherine Jutzeler  Sarah Brueningk  

Session Type:Oral  

Session Date:Thursday, 09 May 2024  

Session Name:Translation of AI into the Clinic  

Program Number:1400  

Room Session:Summit 2  

Institution:École Polytechnique Fédérale de Lausanne  ETH Zurich  Kinderspital Zurich  University of California San Francisco  Yale University