Johanna Uthoff

Radiomics of Lung Nodules: A Multi-Institutional Study of Robustness and Agreement of Quantitative Imaging Features

Jayashree Kalpathy–Cramer, Artem Mamomov, Binsheng Zhao et al. · Tomography · 2016 · 125 citations · Full text

Engineering, Quantitative Imaging Features, Diagnosis +22

A machine learning cardiac magnetic resonance approach to extract disease features and automate pulmonary arterial hypertension diagnosis

Andrew J. Swift, Haiping Lu, Johanna Uthoff et al. · European Heart Journal - Cardiovascular Imaging · 2020 · 85 citations · Full text

Machine learning approach for distinguishing malignant and benign lung nodules utilizing standardized perinodular parenchymal features from CT

Johanna Uthoff, Matthew J. Stephens, John D. Newell et al. · Medical Physics · 2019 · 83 citations · Full text

A porcine model of neurofibromatosis type 1 that mimics the human disease

Katherine A. White, Vicki J. Swier, Jacob T. Cain et al. · JCI Insight · 2018 · 60 citations · Full text

Pathology, Social Sciences, Neuro-oncology +22

Improved pulmonary nodule classification utilizing quantitative lung parenchyma features

Samantha K. N. Dilger, Johanna Uthoff, Alexandra Judisch et al. · Journal of Medical Imaging · 2015 · 57 citations · Full text

Engineering, Nodule Shape, Diagnosis +20