TW
0000-0001-9274-053X Employment
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Publications (28)
- The emergence of the fractal bronchial tree Save
- Reduction in Radiologist Interpretation Time of Serial CT and MR Imaging Findings with Deep Learning Identification of Relevant Priors, Series and Finding Locations Save
- Automated lung cancer assessment on 18F-PET/CT using Retina U-Net and anatomical region segmentation Save
- Natural Language Processing and Graph Theory: Making Sense of Imaging Records in a Novel Representation Frame Save
- Automated Detection, Segmentation, and Classification of Pericardial Effusions on Chest CT Using a Deep Convolutional Neural Network Save
- Utilization of Artificial Intelligence–based Intracranial Hemorrhage Detection on Emergent Noncontrast CT Images in Clinical Workflow Save
- Initial Experience in Developing AI Algorithms in Medical Imaging Based on Annotations Derived From an E-Learning Platform Save
- Deep learning-based automated detection of pulmonary embolism on CT pulmonary angiograms: No significant effects on report communication times and patient turnaround in the emergency department nine months after technical implementation Save
- Evaluation of liver fibrosis and cirrhosis on the basis of quantitative T1 mapping: Are acute inflammation, age and liver volume confounding factors? Save
- Machine learning in cardiovascular radiology: ESCR position statement on design requirements, quality assessment, current applications, opportunities, and challenges Save
- Automated Detection of Pancreatic Cystic Lesions on CT Using Deep Learning Save
- Automated CT Lung Density Analysis of Viral Pneumonia and Healthy Lungs Using Deep Learning-Based Segmentation, Histograms and HU Thresholds Save
- Building Large-Scale Quantitative Imaging Databases with Multi-Scale Deep Reinforcement Learning: Initial Experience with Whole-Body Organ Volumetric Analyses. Save
- Prediction of Patient Management in COVID-19 Using Deep Learning-Based Fully Automated Extraction of Cardiothoracic CT Metrics and Laboratory Findings Save
- Automated detection of pulmonary embolism in CT pulmonary angiograms using an AI-powered algorithm Save
- Lethal COVID-19: Radiologic-Pathologic Correlation of the Lungs Save
- Development and clinical implementation of tailored image analysis tools for COVID-19 in the midst of the pandemic: The synergetic effect of an open, clinically embedded software development platform and machine learning. Save
- Treatment Intensity Stratification in COVID-19 by Fully Automated Analysis of Pulmonary and Cardiovascular Metrics on Initial Chest CT using Deep Learning Save
- Towards automated generation of curated datasets in radiology: Application of natural language processing to unstructured reports exemplified on CT for pulmonary embolism. Save
- A Practical Guide to Artificial Intelligence-Based Image Analysis in Radiology. Save