AI for lung cancer screening
AI systems for lung nodule detection and segmentation in low-dose CT.
Projects
Research projects in computer-aided diagnosis and medical image analysis.
Pulmonary nodules malignancy prediction in CT images
Deep learning for malignancy risk estimation of pulmonary nodules, validated against expert readers.
Validation, comparison, and combination of algorithms for automatic detection of pulmonary nodules in CT images
A public benchmark comparing nodule detection algorithms on the largest openly available chest CT database.
Development of lung nodule detection algorithms in chest CT
Computer-aided detection of pulmonary nodules in chest CT using pattern recognition and deep learning.