Area of research
Radiology, Nuclear Medicine and Imaging · Pulmonary and Respiratory Medicine
Research interest
Research interests include Radiomics and Machine Learning in Medical Imaging, Lung Cancer Diagnosis and Treatment, AI in cancer detection, and COVID-19 diagnosis using AI.
<i>MedShapeNet</i> – a large-scale dataset of 3D medical shapes for computer vision
MedMNIST v2 - A large-scale lightweight benchmark for 2D and 3D biomedical image classification
Multi-site, Multi-domain Airway Tree Modeling
Deep-learning-assisted detection and segmentation of rib fractures from CT scans: Development and validation of FracNet
Toward automatic prediction of <i>EGFR</i> mutation status in pulmonary adenocarcinoma with 3D deep learning