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Age and gender prediction from minimally processed 3D structural brain MRI through multi-task contrastive learning

Deep learning-based prognostic model using non-enhanced cardiac cine MRI in patients with heart failure.

Total Knee Replacement Prediction using Twin Class Distribution Estimation

Biparametric MRI classification model for prostate cancer detection using a combination of prediction maps

Prediction of active Multiple Sclerosis lesions through use of logistic regression classifier and first-order features

Prediction of ductal carcinoma in situ with microinvasion postoperatively in women with biopsy-confirmed ductal carcinoma in situ

Development and validation of a deep learning model trained on MRI for the prediction of hepatocellular carcinoma survival

BayesNetCNN: incorporating uncertainty in neural networks for image-based classification tasks

RiskForm: A novel risk formulation to improve progressive disease outcome prediction

Neural Shape Models Predict Knee Pain Better than Conventional Statistical Shape Models: Data from the Osteoarthritis Initiative

Author:Anthony Gatti  Dave Van Veen  Garry Gold  Scott Delp  Akshay Chaudhari  

Session Type:Digital Poster  

Session Date:Monday, 05 June 2023  

Session Name:ML/AI for Disease Detection, Diagnosis & Prediction  

Program Number:1892  

Room Session:Exhibition Halls D/E  

Institution :Stanford University  

Multi-Modal Detection and Localization of Intracranial Aneurysms using 3D nnDetection Deep Learning Model

Estimating time-to-total knee replacement surgery using deep learning

GAMER-MRI and modified Layer-wise Relevance Propagation identify on quantitative MRI regions sensitive to clinical disability in MS patients

Pre-Clinical MRI radiomics and machine learning to predict survival after immunotherapy treatment

Towards an optimal breast lesions predictive model by assessing different MRI protocols combinations: Radiomics analysis

Free BreathingUTE Sequence for T2* Mapping of Lung in Healthy and Post-COVID Adults

Dysfunctional Respiratory Patterns in Symptomatic Post-Acute Covid-19 Patients on Dynamic High Temporal Resolution Free-Breathing Lung MRI

Persistent Abnormalities in Lung Water Density Observed After COVID-19 Recovery

Structural and Neuroradiological Findings in COVID-19 Patients with Post-COVID Neurological Symptoms with Ultrahigh Field 7T MRI

Application of Pulmonary Perfusion Analysis in Phenotyping COVID-19 Cardiopulmonary Disease with Magnetic Resonance Imaging

MRI for characterization of cardiac function in suspected myocarditis as post-acute sequelae of COVID-19

Blood-brain barrier breakdown in COVID-19 ICU survivors: a preliminary study

Cardiovascular Magnetic Resonance Imaging Appearance During the Acute, Intermediate and Convalescent Phase of COVID-19 Patient

Potential brain neural mechanisms underlying Long-COVID-19 syndrome

Frontal-specific elevation of cerebral oxygen extraction fraction in COVID-19 ICU survivors: a pilot study

Repeatability of Quantitative Measures in Long COVID using Hyperpolarized 129Xe MRI

Quantitative pulmonary perfusion in patients with COVID-19 using dynamic contrast enhanced MRI at 0.55T

Investigating the effects of Long COVID on cerebrovascular reactivity using VASO at 3T

129 MRI Ventilation Predicts Longitudinal Quality-of-Life Improvement in Post-Acute COVID-19 Syndrome

Single-shell diffusion MRI for imaging white-matter microstructure in COVID-19: DTI vs. correlated diffusion imaging

End-of-life symptoms and imaging signs in COVID-19 patients with renal failure induced encephalopathy

Author:Li Jiang  Yulin Ge  

Session Type:Digital Poster  

Session Date:Monday, 05 June 2023  

Session Name:Coronavirus Disease (COVID-19): Novel MR Research in the Brain & Beyond  

Program Number:1917  

Room Session:Exhibition Halls D/E  

Institution :NYU Grossman School of Medicine  

Choroid plexus volume can predict dementia conversion in non-dementia older subjects

Identification of brain alterations specifically associated with Duchenne Muscular Dystrophy using multi-modal MRI and multivariate analysis

Investigation of the biophysical basis of relaxivity contrast imaging as a biomarker for myofiber microstructural changes in an ALS model

Hippocampal subfields atrophy based on automated volumetry analysis in end-stage-renal disease patients

Author:Yuhan Jiang  Yuan Li  Qingwei Song  Yanwei Miao  

Session Type:Digital Poster  

Session Date:Monday, 05 June 2023  

Session Name:Neurodegeneration III  

Program Number:1924  

Room Session:Exhibition Halls D/E  

Institution :The First Affiliated Hospital of Dalian Medical University  

Olfactory Oddball Detection Task Activates the Left Temporoparietal Junction

Author:Prasanna Karunanayaka  Biyar Ahmed  Rommy Elyan  Qing Yang  

Session Type:Digital Poster  

Session Date:Monday, 05 June 2023  

Session Name:Neurodegeneration III  

Program Number:1926  

Room Session:Exhibition Halls D/E  

Institution :Pennsylvania State University College of Medicine  

Connectomics Biomarkers of Gulf War Illness

Author:Guangming Yang  Bruce Crosson  Robert Haley  Kaundinya Gopinath  Ying Guo  

Session Type:Digital Poster  

Session Date:Monday, 05 June 2023  

Session Name:Neurodegeneration III  

Program Number:1927  

Room Session:Exhibition Halls D/E  

Institution :Emory University  UT Southwestern Medical Center  

Multiparametric MRI assessment of botulinum-toxin treatment for a patient with cervical dystonia