Cartilage and Meniscus Segmentation for Knee MRIs: 2D, 3D and Foundational Models

Cloud-Magnetic Resonance Imaging Systems: Prospects and Challenges

Combining domain knowledge and foundation models for one-shot spine labeling

Author:Deepa Anand  Ashish Saxena  Chitresh Bhushan  Dattesh Shanbhag  

Session Type:Digital Poster  

Session Date:Monday, 06 May 2024  

Session Name:Seeking Reliability & Interpretability in Deep MRI  

Program Number:2217  

Room Session:Exhibition Hall (Hall 403)  

Institution:GE HealthCare  

Distribution-free uncertainty estimation in multi-parametric quantitative MRI through conformalized quantile regression

Federated training of deep learning models for prostate cancer segmentation on MRI: A simulation study

An Interpretable Deep Learning Approach for Identifying Working Memory-related Regions in fMRI using Three Large Cohorts

Multi-domain and Uni-domain Fusion for domain-generalizable fMRI-based phenotypic prediction

A sophisticated method for encoding StyleGAN-based synthetic MR images for disease progression prediction in multiple sclerosis

Uncertainty-aware Automated Liver Macromolecular Proton Fraction Quantification

Understanding the Trustworthiness of Saliency Maps for Biomarker Research in 3D Medical Imaging Classification

Author:Yixiong Shi  Chenyu Wang  Dongnan Liu  Weidong Cai  Mariano Cabezas  

Session Type:Digital Poster  

Session Date:Monday, 06 May 2024  

Session Name:Seeking Reliability & Interpretability in Deep MRI  

Program Number:2224  

Room Session:Exhibition Hall (Hall 403)  

Institution:University of Sydney