Research Projects

Exploring artificial intelligence across image formation, image analysis and clinical decision support.

Brain metastases detection and segmentation

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 CBCT FOV extension for adaptive radiotherapy

Deep Learning for Perspective Deformation Correction in Cone-Beam Computed Tomography

Deep Learning for Perspective Deformation Correction in Cone-Beam Computed Tomography

LLM-based decision support for radiation oncology

LLM-based decision support for radiation oncology

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