Browse All

Current Filters

CLEAR FILTER x

TITLE

Classification of Chemotherapy-Related Subjective Cognitive Complaints in Breast Cancer Using Multi-Level Features of Functional MRI

Author:Lei Wang  Fuqing Zhou  

Session Type:Digital Poster  

Session Date:Tuesday, 10 May 2022  

Topic:Module 21: Machine Learning and Artificial Intelligence  

Session Name:Machine Learning/Artificial Intelligence: Clinical Application I  

Program Number:1429  

Room Session:Exhibition Hall:S8 & S9  

Institution:The First Affiliated Hospital of Nanchang University  

Deep Learning based Total Kidney VolumeSegmentation in Autosomal Dominant Polycystic Kidney Disease

Author:Anish Raj  Fabian Tollens  Anika Strittmatter  Laura Hansen  Dominik Noerenberg  Frank Zöllner  

Session Type:Digital Poster  

Session Date:Tuesday, 10 May 2022  

Topic:Module 21: Machine Learning and Artificial Intelligence  

Session Name:Machine Learning/Artificial Intelligence: Clinical Application I  

Program Number:1438  

Room Session:Exhibition Hall:S8 & S9  

Institution:Heidelberg University  

Differentiation of NF2 Loss and S100 Positivity in Meningioma Using Dynamic Susceptibility Contrast MRI with Machine Learning at 3T

Author:Buse Buz-Yalug  Ayca Ersen Danyeli  Kubra Tan  Ozge Can  Necmettin Pamir  Alp Dincer  Koray Ozduman  Esin Ozturk-Isik  

Session Type:Digital Poster  

Session Date:Tuesday, 10 May 2022  

Topic:Module 21: Machine Learning and Artificial Intelligence  

Session Name:Machine Learning/Artificial Intelligence: Clinical Application I  

Program Number:1437  

Room Session:Exhibition Hall:S8 & S9  

Institution:Bogazici University  Center for Neuroradiological Applications and Reseach, Acibadem Mehmet Ali Aydinlar University  Department of Medical Engineering, Acibadem Mehmet Ali Aydinlar University  Department of Medical Pathology, Acibadem Mehmet Ali Aydinlar  

Exploring Hybrid CNN-Transformer for Schizophrenia Classification using Structural MRI

Author:Vishwanatha Rao  Junhao Zhang  Jia Guo  

Session Type:Digital Poster  

Session Date:Tuesday, 10 May 2022  

Topic:Module 21: Machine Learning and Artificial Intelligence  

Session Name:Machine Learning/Artificial Intelligence: Clinical Application I  

Program Number:1436  

Room Session:Exhibition Hall:S8 & S9  

Institution:Columbia University  

Improved assessment of fetal ocular pathologies in MRI using ocular ratios and machine-learning multi-parametric classification

Author:Netanell Avisdris  Daphna Link Sourani  Liat Ben Sira  Leo Joskowicz  Gustavo Malinger  Simcha Yagel  Elka Miller  Dafna Ben Bashat  

Session Type:Digital Poster  

Session Date:Tuesday, 10 May 2022  

Topic:Module 21: Machine Learning and Artificial Intelligence  

Session Name:Machine Learning/Artificial Intelligence: Clinical Application I  

Program Number:1433  

Room Session:Exhibition Hall:S8 & S9  

Institution:CHEO, University of Ottawa  Hadassah Hebrew University Medical Center  Tel Aviv Sourasky Medical Center  Tel Aviv University  The Hebrew University of Jerusalem  Lis Maternity Hospital  

MRI based Radiomics for Distinguishing IDH-mutant from IDH wild-type Grade-4 Astrocytomas

Author:Seyyed Ali Hosseini  Isaac Shiri  Ghasem Hajianfar  Stephen Bagley  MacLean Nasrallah  Donald O’Rourke  Suyash Mohan  Sanjeev Chawla  

Session Type:Digital Poster  

Session Date:Tuesday, 10 May 2022  

Topic:Module 21: Machine Learning and Artificial Intelligence  

Session Name:Machine Learning/Artificial Intelligence: Clinical Application I  

Program Number:1435  

Room Session:Exhibition Hall:S8 & S9  

Institution:Iran University of Medical Science  Perelman School of Medicine at the University of Pennsylvania  Tehran University of Medical Science  University of Geneva  

MR-only staging of osteonecrosis of the femoral head (ONFH) using self-supervised learning for multiple MR protocols

Author:Bomin Kim  Geun Young Lee  Sung-Hong Park  

Session Type:Digital Poster  

Session Date:Tuesday, 10 May 2022  

Topic:Module 21: Machine Learning and Artificial Intelligence  

Session Name:Machine Learning/Artificial Intelligence: Clinical Application I  

Program Number:1431  

Room Session:Exhibition Hall:S8 & S9  

Institution:Chung-Ang University Hospital  Korea Advanced Institute of Science and Technology  

Multi-Channel Deep LearningforIDHMutation Status Prediction in Gliomas:A MultimodalApproach

Author:Jin Wang  Jiayang Deng  Rui Wang  Jing Zhang  

Session Type:Digital Poster  

Session Date:Tuesday, 10 May 2022  

Topic:Module 21: Machine Learning and Artificial Intelligence  

Session Name:Machine Learning/Artificial Intelligence: Clinical Application I  

Program Number:1430  

Room Session:Exhibition Hall:S8 & S9  

Institution:Lanzhou University Second Hospital  Vipshop (China) Co. LTD  

Radiomics signature from multiparametric MRI as early in-vivo biomarkers for pseudoprogression in recurrent glioblastoma patients.

Author:Lucie Piram  Acquitter Clément  Julia Gilhodes  Umberto Sabatini  Elizabeth Cohen-Jonathan Moyal  Benjamin Lemasson  Soleakhena Ken  

Session Type:Digital Poster  

Session Date:Tuesday, 10 May 2022  

Topic:Module 21: Machine Learning and Artificial Intelligence  

Session Name:Machine Learning/Artificial Intelligence: Clinical Application I  

Program Number:1434  

Room Session:Exhibition Hall:S8 & S9  

Institution:Grenoble Institut des Neurosciences  Institut Universitaire du Cancer de Toulouse - Oncopole  Università Magna Graecia  Cancer Research Center of Toulouse  Institut de Recherche en Informatique de Toulouse  

Towards a personalized MRgFUS treatment for tremor disorders: A study on the number of ablations using deep learning and structural connectivity

Author:Zihao Tang  Mariano Cabezas  Kain Kyle  Arkiev D'Souza  Stephen Tisch  Ben Jonker  Yael Barnett  Joel Maamary  Jerome Maller  Michael Barnett  Weidong Cai  Chenyu Wang  

Session Type:Digital Poster  

Session Date:Tuesday, 10 May 2022  

Topic:Module 21: Machine Learning and Artificial Intelligence  

Session Name:Machine Learning/Artificial Intelligence: Clinical Application I  

Program Number:1432  

Room Session:Exhibition Hall:S8 & S9  

Institution:GE Healthcare Australia  St Vincent's Hospital Sydney  University of Sydney  Sydney Neuroimaging Analysis Centre  

Understanding Alzheimer's disease through fMRI and deep learning

Author:Sarah Wacher  Jinglei Lv  Mariano Cabezas  

Session Type:Digital Poster  

Session Date:Tuesday, 10 May 2022  

Topic:Module 21: Machine Learning and Artificial Intelligence  

Session Name:Machine Learning/Artificial Intelligence: Clinical Application I  

Program Number:1428  

Room Session:Exhibition Hall:S8 & S9  

Institution:The University of Sydney