Publications

Patient-specific reference model estimation for orthognathic surgical planning

Xi Fang, Hannah H Deng, Tianshu Kuang, Xuanang Xu, Jungwook Lee, Jaime Gateno, Pingkun Yan

IPCAI oral, Nvidia Bench-to-Bedside RunnerUp Award

A patient-specific reference model framework for orthognathic surgical planning that improves anatomical correspondence and supports more reliable downstream simulation.

Correspondence attention for facial appearance simulation

Xi Fang, Daeseung Kim, Xuanang Xu, Tianshu Kuang, Nathan Lampen, Jungwook Lee, Hannah H Deng, Michael A. K. Liebschner, James J. Xia, Jaime Gateno, et al.

A correspondence-aware attention model for patient-specific facial appearance simulation in craniomaxillofacial surgical planning.

Integrative analysis for COVID-19 patient outcome prediction

Hanqing Chao*, Xi Fang*, Jiajin Zhang*, Fatemeh Homayounieh, Chiara D. Arru, Subba R. Digumarthy, et al.

A multimodal outcome prediction framework combining imaging and clinical signals to assess COVID-19 patient risk.

Association of AI quantified COVID-19 chest CT and patient outcome

Xi Fang, U. Kruger, Fatemeh Homayounieh, Hanqing Chao, Jiajin Zhang, Subba R Digumarthy, et al.

Multi-organ segmentation over partially labeled datasets with multi-scale feature abstraction

Xi Fang, Pingkun Yan

A multi-scale deep learning method for robust multi-organ segmentation when training data is only partially labeled.

Deep learning-based liver segmentation for fusion-guided intervention

Xi Fang, S. Xu, B. J. Wood, Pingkun Yan

Patient-specific reference model estimation for orthognathic surgical planning

Xi Fang, Hannah H Deng, Tianshu Kuang, Xuanang Xu, Jungwook Lee, Jaime Gateno, Pingkun Yan

IPCAI oral, Nvidia Bench-to-Bedside RunnerUp Award

A patient-specific reference model framework for orthognathic surgical planning that improves anatomical correspondence and supports more reliable downstream simulation.

Soft-tissue driven craniomaxillofacial surgical planning

Xi Fang, Daeseung Kim, Xuanang Xu, Tianshu Kuang, Nathan Lampen, Jungwook Lee, et al.

A soft-tissue driven planning framework that couples facial outcome modeling with craniomaxillofacial surgical decision-making.

Deep learning-based facial appearance simulation driven by surgically planned craniomaxillofacial bony movement

Xi Fang, Daeseung Kim, Xuanang Xu, Tianshu Kuang, Hannah H Deng, J. C. Barber, et al.

MICCAI oral · Best of MICCAI · MICCAI Young Scientist Award

A deep learning framework for predicting facial soft-tissue appearance from planned craniomaxillofacial bony movement.