Keelin Murphy
Assistant Professor at Radboudumc
Ireland
Summary
👤
Senior🎓
Top SchoolKeelin Murphy is an Assistant Professor and biomedical image analysis researcher with nine years of experience applying machine and deep learning to clinical imaging, currently focused on chest X‑ray at Radboudumc. She holds an MSc and PhD from the Image Sciences Institute (UMC Utrecht) and has a strong track record in neonatal MRI and EEG analysis, including published methods for lesion segmentation in hypoxic ischemic encephalopathy. Her work bridges methodological research in domain adaptation and limited-data deep learning with clinically oriented projects, reflecting both academic rigor and translational impact. Earlier experience leading a software development team for mobile payments adds practical engineering and team leadership skills to her research profile.
9 years of coding experience
12 years of employment as a software developer
Bachelor's Degree, Mathematics, Bachelor's Degree, Mathematics at Trinity College, DublinDoctor of Philosophy - PhD, Medical Image Analysis, Doctor of Philosophy - PhD, Medical Image Analysis at Image Sciences Institute, UMC Utrecht
Github Skills (39)
javascript10
data-science9
generative-adversarial-network9
pytorch9
python9
machine-learning9
tensorflow9
image-manipulation9
deep-learning9
cyclegan9
computer-vision8
computer-graphics8
image-translation8
dcgan8
translation7
Programming languages (3)
Github contributions (5)
DIAGNijmegen/opencxr
Oct 2019 - Feb 2022
Contributions:110 commits, 42 pushes, 2 tags in 2 years 3 months
CorkAI/Meetup1
Nov 2017 - Jan 2018
Contributions:55 commits, 1 PR, 45 pushes in 2 months
deep-learningpytorch
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