Panagiotis Korfiatis

Automated Abdominal Segmentation of CT Scans for Body Composition Analysis Using Deep Learning

Alexander D. Weston, Panagiotis Korfiatis, Timothy L. Kline et al. · Radiology · 2018 · 333 citations

Medical Image Segmentation, Engineering, Machine Learning +20

Residual Deep Convolutional Neural Network Predicts MGMT Methylation Status

Panagiotis Korfiatis, Timothy L. Kline, Daniel H. Lachance et al. · Journal of Digital Imaging · 2017 · 199 citations

Epigenetic Change, Genetics, Epigenomics +3

MRI texture features as biomarkers to predict MGMT methylation status in glioblastomas

Panagiotis Korfiatis, Timothy L. Kline, Lucie Coufalová et al. · Medical Physics · 2016 · 162 citations · Full text

Radiomics-based Machine-learning Models Can Detect Pancreatic Cancer on Prediagnostic Computed Tomography Scans at a Substantial Lead Time Before Clinical Diagnosis

Sovanlal Mukherjee, Anurima Patra, Hala Khasawneh et al. · Gastroenterology · 2022 · 159 citations · Full text

Radiomics-based Machine-learning Models, Engineering, Machine Learning +14

Performance of an Artificial Multi-observer Deep Neural Network for Fully Automated Segmentation of Polycystic Kidneys

Timothy L. Kline, Panagiotis Korfiatis, Marie E. Edwards et al. · Journal of Digital Imaging · 2017 · 142 citations · Full text