Search Results - "Patel, Jay Biren"
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Inconsistent Partitioning and Unproductive Feature Associations Yield Idealized Radiomic Models
Published in Radiology (01-04-2023)“…Background Radiomics is the extraction of predefined mathematic features from medical images for the prediction of variables of clinical interest. While some…”
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Journal Article -
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Defining the optimal millimeter threshold for target lesion inclusion in the Response Assessment in Neuro-Oncology for Brain Metastases (RANO-BM) based on outcome prediction
Published in Journal of clinical oncology (01-06-2022)“…e14003 Background: The Response Assessment in Neuro-Oncology for Brain Metastases (RANO-BM) is the standard for therapeutic response assessment in brain…”
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Journal Article -
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Improving Segmentation Pipelines for Medical Imaging Using Deep Learning
Published 01-01-2023“…One of the most important steps in the clinical workflow is the segmentation of medical imaging, which can be used for a variety of clinical decision-making…”
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Dissertation