Search Results for author: Troy Long

Found 3 papers, 1 papers with code

Towards automated patient data cleaning using deep learning: A feasibility study on the standardization of organ labeling

no code implementations30 Dec 2017 Timothy Rozario, Troy Long, Mingli Chen, Weiguo Lu, Steve Jiang

Organs are often labeled inconsistently at different institutions (sometimes even within the same institution) and at different time periods, which poses a problem for clinical research, especially for multi-institutional collaborative clinical research where the acquired patient data is not being used effectively.

Accurate Real Time Localization Tracking in A Clinical Environment using Bluetooth Low Energy and Deep Learning

1 code implementation22 Nov 2017 Zohaib Iqbal, Da Luo, Peter Henry, Samaneh Kazemifar, Timothy Rozario, Yulong Yan, Kenneth Westover, Weiguo Lu, Dan Nguyen, Troy Long, Jing Wang, Hak Choy, Steve Jiang

Deep learning has started to revolutionize several different industries, and the applications of these methods in medicine are now becoming more commonplace.

TAG

A feasibility study for predicting optimal radiation therapy dose distributions of prostate cancer patients from patient anatomy using deep learning

no code implementations26 Sep 2017 Dan Nguyen, Troy Long, Xun Jia, Weiguo Lu, Xuejun Gu, Zohaib Iqbal, Steve Jiang

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 time.

Anatomy

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