Dr. Sang Ho Lee Profile

Dr. Sang Ho Lee

Postdoctoral Research Fellow at Johns Hopkins University School of Medicine

SPIE Involvement:

Author

Area of Expertise:

Tracer Kinetic Modeling in DCE-MRI/CT , Computer-Aided Diagnosis , Radiomics and Machine Learning

Publications (2)

Proceedings Article | 15 March 2019 Presentation + Paper

Using imaging biomarkers to predict radiation induced xerostomia in head and neck cancer

Khadija Sheikh, Sang Ho Lee, Zhi Cheng, Pranav Lakshminarayanan, Luke Peng, Peijin Han, Todd McNutt, Harry Quon, Junghoon Lee

Proceedings Volume 10954, 109540W (2019) https://doi.org/10.1117/12.2512789

KEYWORDS: Computed tomography, Magnetic resonance imaging, Radiotherapy, Cancer, Image analysis, Head, Neck, Radiation oncology, Feature extraction

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Proceedings Article | 13 March 2019 Presentation + Paper

Identifying optimal input using multilevel radiomics and nested cross-validation for predicting pulmonary function in lung cancer patients treated with radiotherapy

Sang Ho Lee, Peijin Han, Russell Hales, K. Ranh Voong, Todd McNutt, Junghoon Lee

Proceedings Volume 10950, 109501C (2019) https://doi.org/10.1117/12.2513083

KEYWORDS: Data modeling, Machine learning, Radiotherapy, Performance modeling, Feature extraction, Feature selection, Lung cancer, Computed tomography, Lung, Image segmentation

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