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Thyroid nodule ultrasound image analysis and feature extraction
(2018-05-11)
In this study, I introduce a novel workflow for extracting useful features in thyroid ultrasound images using deep learning and machine learning methods. The methodology combines Convolutional Auto-Encoder, Local Binary ...
Data Mining Applications in Reservoir Modeling
(2016-08-08)
Data science has gained great attentions in many fields over the last decade, in this thesis, I further explored the use of data science technique in oil industry and developed three data mining applications that could be ...