Dr Johanna Uthoff
Department of Computer Science
Research Associate
J.Uthoff@sheffield.ac.uk
Regent Court (DCS)
Full contact details
Dr Johanna Uthoff
Department of Computer Science
Regent Court (DCS)
211 Portobello
Sheffield
S1 4DP
Department of Computer Science
Regent Court (DCS)
211 Portobello
Sheffield
S1 4DP
- Publications
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Journal articles
- A machine learning cardiac magnetic resonance approach to extract disease features and automate pulmonary arterial hypertension diagnosis. European Heart Journal - Cardiovascular Imaging. View this article in WRRO
- Post-imaging pulmonary nodule mathematical prediction models: are they clinically relevant?. European Radiology, 29(10), 5367-5377.
- Radiomic biomarkers informative of cancerous transformation in neurofibromatosis-1 plexiform tumors. Journal of Neuroradiology, 46(3), 179-185.
- A porcine model of neurofibromatosis type 1 that mimics the human disease. JCI Insight, 3(12).
- Radiomics of Lung Nodules: A Multi-Institutional Study of Robustness and Agreement of Quantitative Imaging Features. Tomography, 2(4), 430-437.
- Improved pulmonary nodule classification utilizing quantitative lung parenchyma features. Journal of Medical Imaging, 2(4), 041004-041004.
Conference proceedings papers
- Information theory optimization based feature selection in breast mammography lesion classification. 2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018), 4 April 2018 - 7 April 2018.
- Improved pulmonary nodule classification utilizing lung parenchyma texture features. Medical Imaging 2015: Computer-Aided Diagnosis
- View this article in WRRO
- A machine learning cardiac magnetic resonance approach to extract disease features and automate pulmonary arterial hypertension diagnosis. European Heart Journal - Cardiovascular Imaging. View this article in WRRO