David Molony
Research Lab Director at Northeast Georgia Health System
Atlanta, Georgia, United States
Summary
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Senior🎓
Top SchoolDavid Molony is the Director of Research at the Georgia Center for Cardiovascular Biomechanics & Data Modeling, leading a multidisciplinary team of engineers and clinicians to develop machine learning, medical imaging, and biomechanics solutions for clinical care. With a PhD in Biomedical Engineering and over a decade of experience across academia and health systems, he combines deep technical skills in computer vision, NLP, graph neural networks, and knowledge graphs with practical experience deploying deep learning models for IVUS imaging and clinical NLP applications. He has held research roles at Emory and Georgia Tech, mentoring junior scientists and translating complex numerical and statistical models into production-ready tools. Comfortable across Spark-based big data pipelines and advanced model architectures, he’s equally at home designing experiments as he is driving clinical impact through software deployment. An early adopter of combining graph-based methods with imaging and text, he brings a rare blend of biomechanical intuition and data-science engineering to cardiovascular research.
8 years of coding experience
4 years of employment as a software developer
PhD, Biomedical Engineering, PhD, Biomedical Engineering at University of Limerick
Stackoverflow
101reputation
0reached
0answers
0questions
Github Skills (60)
ultrasound10
segmentation10
pyqt9
vtk9
medical-imaging8
neuroimaging8
semantic-segmentation8
image-processing8
qt8
computed-tomography7
tensorflow7
medical-image-computing7
deep-learning7
python7
contrastive-learning7
Programming languages (3)
Github contributions (5)
dmolony3/OCT
Jan 2018 - Jul 2020
Contributions:5 commits, 4 pushes, 1 branch in 2 years 6 months
dmolony3/SlicerFractionalMyocardialMass
Jul 2023 - Sep 2024
Repository for calculating the fractional myocardial mass and the myocardial mass at risk
Contributions:4 releases, 2 PRs, 7 pushes in 1 year 2 months
3d-slicer-extension
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