Exploring artificial intelligence across image formation, image analysis and clinical decision support.
Brain metastases detection and segmentation
Major contributions:(1) prior scan to reduce false positive rate; (2) novel VSS loss to adjust sensitivity and precision; (3) dual models for human-AI interaction, high efficiency and robustness, fit well for clinical practice.
Deep learning CBCT FOV extension for adaptive radiotherapy
Deep Learning for Perspective Deformation Correction in Cone-Beam Computed Tomography