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  1. Article

    Open Access

    Deep learning and radiomics framework for PSMA-RADS classification of prostate cancer on PSMA PET

    Accurate classification of sites of interest on prostate-specific membrane antigen (PSMA) positron emission tomography (PET) images is an important diagnostic requirement for the differentiation of prostate ca...

    Kevin H. Leung, Steven P. Rowe, Jeffrey P. Leal, Saeed Ashrafinia… in EJNMMI Research (2022)

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  2. Article

    Open Access

    A three-stage, deep learning, ensemble approach for prognosis in patients with Parkinson’s disease

    Diagnosis of Parkinson’s disease (PD) is informed by the presence of progressive motor and non-motor symptoms and by imaging dopamine transporter with [123I]ioflupane (DaTscan). Deep learning and ensemble methods...

    Kevin H. Leung, Steven P. Rowe, Martin G. Pomper, Yong Du in EJNMMI Research (2021)

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  3. No Access

    Chapter and Conference Paper

    A Generalized Approach to Determine Confident Samples for Deep Neural Networks on Unseen Data

    Deep neural network (DNN) models are widely applied in biomedical image studies since DNN models take advantage of massive data to provide improved performance over traditional machine learning models. However...

    Min Zhang, Kevin H. Leung, Zili Ma, ** Wen… in Uncertainty for Safe Utilization of Machin… (2019)