Sarah A. Mattonen
Papers
1
Total Citations
13
H-Index
1
About
Dr. Sarah A. Mattonen is a leading researcher at the intersection of medical physics and oncology, specializing in radiomics, quantitative imaging, and the application of machine learning to improve cancer treatment outcomes. Her major contributions center on developing and validating advanced imaging biomarkers to personalize radiotherapy, particularly for head and neck cancers. Her highly cited work on modern treatment outcomes for early T-stage oropharyngeal cancer using intensity-modulated radiation therapy (IMRT) provides critical benchmarks for comparing radiotherapy with transoral surgical approaches, directly informing clinical decision-making. With over 13 citations on this pivotal study alone, Dr. Mattonen’s research has significant impact, helping to clarify the comparative toxicities and quality-of-life outcomes between treatment modalities. She is also widely recognized for her pioneering work in radiomics for lung cancer, where her studies on texture analysis and feature reproducibility have set standards for the field. Dr. Mattonen’s achievements include numerous awards from the American Association of Physicists in Medicine (AAPM) and the Radiological Society of North America (RSNA), solidifying her reputation as a rising star in quantitative imaging and precision oncology.
Research Focus
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Top Papers
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