Browse All

Current Filters

CLEAR FILTER x

TITLE

An appropriate threshold for LGE images using deep learning-based reconstruction in revelation clinically unrecognized myocardial infarction

Author:Weiyin Liu  Xuefang Lu  Yuchen Yan  Yunfei Zha  

Session Type:Traditional Poster  

Session Date:Monday, 06 May 2024  

Session Name:AI/ML for Image Analysis, Diagnosis & Predictive Insights  

Program Number:4852  

Room Session:Exhibition Hall (Hall 403)  

Institution:GE Healthcare, MR Research China  Renmin Hospital Wuhan University  

Automated Bladder Segmentation of 3D Dynamic MRI For Urodynamic Analysis Using Deep Learning

Author:Labib Shahid  Juan Pablo Gonzalez-Pereira  Jennifer Franck  Alejandro Roldan-Alzate  

Session Type:Traditional Poster  

Session Date:Monday, 06 May 2024  

Session Name:AI/ML for Image Analysis, Diagnosis & Predictive Insights  

Program Number:4858  

Room Session:Exhibition Hall (Hall 403)  

Institution:University of Wisconsin-Madison  

Automated Pancreatic Segmentation and Quantitative Calculation Based on nnUnet

Author:Li YingHao  Wang SuCheng  Zhu ZhongQi  Wang HongZhi  Li RenFeng  Wang LiHui  Lu Qing  

Session Type:Traditional Poster  

Session Date:Monday, 06 May 2024  

Session Name:AI/ML for Image Analysis, Diagnosis & Predictive Insights  

Program Number:4859  

Room Session:Exhibition Hall (Hall 403)  

Institution:Department of Radiology, Shanghai East Hospital, Tongji University  East China Normal University  

Automatic Quantification of Abdominal Subcutaneous and Visceral Adipose Tissue based on Dixon Sequences using Convolutional Neural Networks

Author:Benito de Celis Alonso  José Gerardo Suárez García  Po Wah-So  Javier Hernández López  Silvia Hidalgo Tobón  Pilar Dies Suárez  

Session Type:Traditional Poster  

Session Date:Monday, 06 May 2024  

Session Name:AI/ML for Image Analysis, Diagnosis & Predictive Insights  

Program Number:4845  

Room Session:Exhibition Hall (Hall 403)  

Institution:Benemérita Universidad Autónoma de Puebla, BUAP  Hospital Infantil de México Federico Gómez  King´s College London  UAM Campus Iztapalapa  Hospital Infantil de México, federico Gómez  

Can We Distinguish Intra- and Inter-Variability with Log Jacobian Maps Derived from Brain Morphological Deformations Using Pediatric MRI Scans?

Author:Andjela Dimitrijevic  Fanny Dégeilh  Benjamin De Leener  

Session Type:Traditional Poster  

Session Date:Monday, 06 May 2024  

Session Name:AI/ML for Image Analysis, Diagnosis & Predictive Insights  

Program Number:4851  

Room Session:Exhibition Hall (Hall 403)  

Institution:Polytechnique Montréal  Université de Rennes, CNRS, Inria, Inserm  Ste-Justine Hospital University Centre  

Classification of Grade II and III Astrocytomas for Multi-modal MRI using Deep Volumetric Attention Networks.

Author:Hamail Ayaz  Oladosu Oladimeji  David Tormey  Ian McLoughlin  Saritha Unnikirishnan  

Session Type:Traditional Poster  

Session Date:Monday, 06 May 2024  

Session Name:AI/ML for Image Analysis, Diagnosis & Predictive Insights  

Program Number:4855  

Room Session:Exhibition Hall (Hall 403)  

Institution:Atlantic Technological University Sligo  

A Convolutional Neural Network Approach to Personalized Neuropil Density Prediction

Author:Brian Chang  Adil Akif  John Onofrey  Fahmeed Hyder  

Session Type:Traditional Poster  

Session Date:Monday, 06 May 2024  

Session Name:AI/ML for Image Analysis, Diagnosis & Predictive Insights  

Program Number:4846  

Room Session:Exhibition Hall (Hall 403)  

Institution:Yale University  

Early Alzheimer's Detection and Classification using VGG Convolutional Neural Network and Systematic Data Augmentation using MR Images

Author:Elena Budyak  Jihoon Kwon  Surendra Maharjan  

Session Type:Traditional Poster  

Session Date:Monday, 06 May 2024  

Session Name:AI/ML for Image Analysis, Diagnosis & Predictive Insights  

Program Number:4843  

Room Session:Exhibition Hall (Hall 403)  

Institution:Carmel High School  Indiana University School of Medicine  

Fully Automatic Vertebrae and Spinal Cord Segmentation Using a Hybrid Approach Combining nnU-Net and Iterative Algorithm

Author:Yehuda Warszawer  Nathan Molinier  Jan Valosek  Emanuel Shirbint  Pierre-Louis Benveniste  Anat Achiron  Arman Eshaghi  Julien Cohen-Adad  

Session Type:Traditional Poster  

Session Date:Monday, 06 May 2024  

Session Name:AI/ML for Image Analysis, Diagnosis & Predictive Insights  

Program Number:4847  

Room Session:Exhibition Hall (Hall 403)  

Institution:Institute of Biomedical Engineering, Polytechnique Montreal  Sheba Medical Center  University College London  Mila - Quebec AI Institute  Tel-Aviv University  Université de Montréal  Ariel University  

Gadolinium contrast-enhanced lesion segmentation in multiple sclerosis: a deep-learning approach.

Author:Martina Greselin  Po-Jui Lu  Lester Melie-Garcia  Mario Ocampo-Pineda  Riccardo Galbusera  Alessandro Cagol  Matthias Weigel  Nina de Oliveira Siebenborn  Esther Ruberte  Pascal Benkert  Stefanie Müller  Lutz Achtnichts  Jochen Vehoff   Dis  

Session Type:Traditional Poster  

Session Date:Monday, 06 May 2024  

Session Name:AI/ML for Image Analysis, Diagnosis & Predictive Insights  

Program Number:4850  

Room Session:Exhibition Hall (Hall 403)  

Institution:Cantonal Hospital St. Gallen  Lausanne University Hospital (CHUV) and University of Lausanne  Neurocenter of Southern Switzerland  University Hospital Basel, University of Basel  Bern University Hospital and University of Bern  Cantonal Hospital Aarau  

Harmonizing Multicenter Datasets: Enhancing Consistency and Longitudinal Alignment using NLP and Realignment Algorithms

Author:Thomas Arnold  Lanhong Yao  Ben Duffy  Greg Zaharchuk  Ryan Chamberlain  Ludovic Sibille  

Session Type:Traditional Poster  

Session Date:Monday, 06 May 2024  

Session Name:AI/ML for Image Analysis, Diagnosis & Predictive Insights  

Program Number:4860  

Room Session:Exhibition Hall (Hall 403)  

Institution:Stanford University  Subtle Medical  

High-variability synthetic fat-water MRI dataset for testing the robustness of Deep Learning-based reconstruction models

Author:Ganeshkumar M  Devasenathipathy Kandasamy  Raju Sharma  Amit Mehndiratta  

Session Type:Traditional Poster  

Session Date:Monday, 06 May 2024  

Session Name:AI/ML for Image Analysis, Diagnosis & Predictive Insights  

Program Number:4857  

Room Session:Exhibition Hall (Hall 403)  

Institution:All India Institute of Medical Sciences  Indian Institute of Technology - Delhi  

MRI-based prediction of cerebral palsy risk in infants aged 6 months to 2 years: a deep learning approach

Author:Zhen Jia  Tingting Huang  Man Li  Yitong Bian  Xianjun Li  Feng Shi  Jian Yang  

Session Type:Traditional Poster  

Session Date:Monday, 06 May 2024  

Session Name:AI/ML for Image Analysis, Diagnosis & Predictive Insights  

Program Number:4853  

Room Session:Exhibition Hall (Hall 403)  

Institution:Shanghai United Imaging Intelligence Co., Ltd.  The First Affiliated Hospital of Xi'an Jiaotong University  Xi'an Jiaotong University  Shaanxi Engineering Research Center of Computational Imaging and Medical Intelligence  

A multi-scale pyramid residual weight network for medical image fusion

Author:Yiwei Liu  Shaoze Zhang  Xihai Zhao  Zuo-Xiang He  

Session Type:Traditional Poster  

Session Date:Monday, 06 May 2024  

Session Name:AI/ML for Image Analysis, Diagnosis & Predictive Insights  

Program Number:4854  

Room Session:Exhibition Hall (Hall 403)  

Institution:Beijing Tsinghua Changgung Hospital  Department of Biomedical Engineering, Tsinghua University  Tsinghua University  

Overcoming the missing data challenge in clinical imaging using CycleGAN based on brain MRI in Multiple Sclerosis

Author:Shayan Shahrokhi  Rehman Tariq  Olayinka Oladosu  Yunyan Zhang  

Session Type:Traditional Poster  

Session Date:Monday, 06 May 2024  

Session Name:AI/ML for Image Analysis, Diagnosis & Predictive Insights  

Program Number:4861  

Room Session:Exhibition Hall (Hall 403)  

Institution:University of Calgary  

Predictive Value of Biochemical Recurrence in Advanced Prostate Cancer: Development of Deep Learning-based Radiomics Model

Author:Huihui Wang  Kexin Wang  Yaofeng Zhang  Xiaoying Wang  

Session Type:Traditional Poster  

Session Date:Monday, 06 May 2024  

Session Name:AI/ML for Image Analysis, Diagnosis & Predictive Insights  

Program Number:4844  

Room Session:Exhibition Hall (Hall 403)  

Institution:Beijing Smart Tree Medical Technology Co. Ltd  Peking University First Hospital  School of Basic Medical Sciences, Capital Medical University  

Pre-operative prediction of cerebral hemodynamics for cognitive dysfunction in adults with Moyamoya Disease based on 3D-pCASL and radiomics

Author:Tingxi Wu  Xiangyue Zha  Kan Deng  Yaohong Deng  Qin Liu  yikai xu  

Session Type:Traditional Poster  

Session Date:Monday, 06 May 2024  

Session Name:AI/ML for Image Analysis, Diagnosis & Predictive Insights  

Program Number:4849  

Room Session:Exhibition Hall (Hall 403)  

Institution:Nanfang Hospital, Southern Medical University  Philips Healthcare  Yizhun Medical AI Co. Ltd  

Semi-supervised learning for non-invasive radiopathomic mapping of treatment naïve glioma with multi-parametric MRI

Author:Jacob Ellison  Nate Tran  Paramjot Singh  Oluwaseun Adegbite  Joanna Phillips  Annette Molinaro  Valentina Pedoia  Tracy Luks  Anny Shai  Devika Nair  Javier Villanueva-Meyer  Mitchel Berger  Shawn Hervey-Jumper  Manish Aghi  Susan Chang   L  

Session Type:Traditional Poster  

Session Date:Monday, 06 May 2024  

Session Name:AI/ML for Image Analysis, Diagnosis & Predictive Insights  

Program Number:4848  

Room Session:Exhibition Hall (Hall 403)  

Institution:UCSF  UCSF/UC Berkeley  

A Two Step Workflow to Support Fully Autonomous MR Scanning in Prostate

Author:Dawei Gui  Aanchal Mongia  Chitresh Bhushan  Jeremy Heinlein  Kavitha Manickam  Muhan Shao  Uday Patil  Dattesh Shanbhag  

Session Type:Traditional Poster  

Session Date:Monday, 06 May 2024  

Session Name:AI/ML for Image Analysis, Diagnosis & Predictive Insights  

Program Number:4856  

Room Session:Exhibition Hall (Hall 403)  

Institution:GE HealthCare