Effect of Dataset Size and Medical Image Modality on Convolutional Neural Network Model Performance for Automated Segmentation: A CT and MR Renal Tumor Imaging Study

Harrison C. Gottlich, Adriana V. Gregory, Vidit Sharma, Abhinav Khanna, Amr U. Moustafa, Christine M. Lohse, Theodora A. Potretzke, Panagiotis Korfiatis, Aaron M. Potretzke, Aleksandar Denic, Andrew D. Rule, Naoki Takahashi, Bradley J. Erickson, Bradley C. Leibovich, Timothy L. Kline. Effect of Dataset Size and Medical Image Modality on Convolutional Neural Network Model Performance for Automated Segmentation: A CT and MR Renal Tumor Imaging Study. J. Digital Imaging, 36(4):1770-1781, August 2023. [doi]

Authors

Harrison C. Gottlich

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Adriana V. Gregory

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Vidit Sharma

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Abhinav Khanna

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Amr U. Moustafa

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Christine M. Lohse

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Theodora A. Potretzke

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Panagiotis Korfiatis

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Aaron M. Potretzke

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Aleksandar Denic

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Andrew D. Rule

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Naoki Takahashi

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Bradley J. Erickson

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Bradley C. Leibovich

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Timothy L. Kline

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