Mr. Yohannes Tsehay Profile

Yohannes Tsehay

at National Institutes of Health

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Publications (2)

SPIE Journal Paper | 12 June 2017

Detection of prostate cancer in multiparametric MRI using random forest with instance weighting

Nathan Lay, Yohannes Tsehay, Matthew Greer, Baris Turkbey, Jin Tae Kwak, Peter Choyke, Peter Pinto, Bradford Wood, Ronald Summers

JMI Vol. 4 Issue 02

KEYWORDS: Prostate cancer, Image filtering, Magnetic resonance imaging, Prostate, Computer aided diagnosis and therapy, Feature extraction, Computer aided design, Sensors, Visibility

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Proceedings Article | 3 March 2017 Presentation + Paper

Convolutional neural network based deep-learning architecture for prostate cancer detection on multiparametric magnetic resonance images

Yohannes Tsehay, Nathan Lay, Holger Roth, Xiaosong Wang, Jin Tae Kwak, Baris Turkbey, Peter Pinto, Brad Wood, Ronald Summers

Proc. SPIE. 10134, Medical Imaging 2017: Computer-Aided Diagnosis

KEYWORDS: Edge detection, Principal component analysis, Computer aided diagnosis and therapy, Cancer, Tumors, Magnetic resonance imaging, Biopsy, Neural networks, Prostate, Prostate cancer, Computer aided design, CAD systems, Solid modeling, Evolutionary algorithms

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