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Automatic spine station identification from surface coil sensitivity maps of MR imaging using deep learning

Author:Muhan Shao  Kavitha Manickam  Dawei Gui  Chitresh Bhushan  Dattesh Shanbhag  

Session Type:Digital Poster  

Session Date:Monday, 06 May 2024  

Session Name:AI-Empowered Image Quantification & Interpretation  

Program Number:2107  

Room Session:Exhibition Hall (Hall 403)  

Institution:GE HealthCare  

Axonal Diameter Mapping as a biomarker for mTBI as detected by ultrahigh-bvalue DWI in a high performance Head-only gradient system, MAGNUS.

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  

Contrast neutralization as a strategy to achieve generalizability in MR deep learning applications

Author:Chitresh Bhushan  Vanika Singhal  Dattesh Shanbhag  

Session Type:Power Pitch  

Session Date:Thursday, 09 May 2024  

Session Name:Pitch: AI-Empowered Image Analysis & Processing  

Program Number:1196  

Room Session:Power Pitch Theatre 1  

Institution:GE HealthCare  GE HealthCare Research  

Cross Site Reproducibility for standard and ultra-high b-value diffusion imaging in high-performance gradient (MAGNUS 3T) MRI systems.

A Deep Learning Prediction Model for Deep Brain Stimulation Optimization by fMRI

Foundation Model based labelling of MR Shoulder images to drive Auto-Localizer workflow

Author:Gurunath Reddy M  Muhan Shao  Deepa Anand  Kavitha Manickam  Dawei Gui  Chitresh Bhushan  Dattesh Shanbhag  

Session Type:Oral  

Session Date:Tuesday, 07 May 2024  

Session Name:The Future of AI in MRI: Emerging Technologies & Directions  

Program Number:0650  

Room Session:Nicoll 3  

Institution:GE HealthCare  

A fully automated implant mode MRI scan workflow for asymptomatic patients.

Integrated Multi-label 3D Deep Learning Multi-task Model for Intelligent MR Spine Scan Planning

Author:Ashish Saxena  Chitresh Bhushan  Saumya Ghose  Uday Patil  Dattesh Shanbhag  

Session Type:Oral  

Session Date:Thursday, 09 May 2024  

Session Name:AI-Empowered Image Planning, Quantification & Modeling  

Program Number:1230  

Room Session:Hall 606  

Institution:GE HealthCare  

Metal artifact synthesis: Enabling inclusive Deep learning for patients with implants

Author:Vanika Singhal  Deepa Anand  Florintina C  Harshit Dubey  RAdhika Madhavan  Chitresh Bhushan  Dattesh Shanbhag  

Session Type:Oral  

Session Date:Wednesday, 08 May 2024  

Session Name:AI-Empowered Image Enhancement, Segmentation & Synthesis  

Program Number:0883  

Room Session:Hall 606  

Institution:GE HealthCare  

Quantitative Assessment of Segmented Masks: A Deep Learning Regression and Classification Study

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