Dr. Russell K. Hales Profile

Dr. Russell K. Hales

at Johns Hopkins Univ

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Publications (2)

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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Proceedings Article | 3 March 2017 Paper

Evaluation of lung tumor motion management in radiation therapy with dynamic MRI

Seyoun Park, Rana Farah, Steven Shea, Erik Tryggestad, Russell Hales, Junghoon Lee

Proceedings Volume 10135, 101351R (2017) https://doi.org/10.1117/12.2254676

KEYWORDS: Magnetic resonance imaging, 3D modeling, Lung, Radiotherapy, Motion estimation, Chest, Abdomen, Image registration, Data modeling, Tumors, Image segmentation, 3D image processing, Lung cancer

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