64 citations · 299 across the 12 of their papers we have counts for
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physics.med-ph2017★ 9 cited
Towards automated patient data cleaning using deep learning: A feasibility study on the standardization of organ labeling
Timothy Rozario, Troy Long, Mingli Chen +2
Data cleaning consumes about 80% of the time spent on data analysis for clinical research projects. This is a much bigger problem in the era of big data and machine learning in the…
physics.med-ph2017★ 64 cited
Accurate Real Time Localization Tracking in A Clinical Environment using Bluetooth Low Energy and Deep Learning
Zohaib Iqbal, Da Luo, Peter Henry +10
Deep learning has started to revolutionize several different industries, and the applications of these methods in medicine are now becoming more commonplace. This study focuses on…
physics.med-ph2017★ 12 cited
A feasibility study for predicting optimal radiation therapy dose distributions of prostate cancer patients from patient anatomy using deep learning
Dan Nguyen, Troy Long, Xun Jia +4
With the advancement of treatment modalities in radiation therapy for cancer patients, outcomes have improved, but at the cost of increased treatment plan complexity and planning t…