Dense Depth Estimation from Stereo Endoscopy Videos Using Unsupervised Optical Flow Methods. - Zixin Yang; Richard A. Simon; Yangming Li; Cristian A. Linte (MIUA, 2021)

Endoscope Localization and Dense Surgical Scene Reconstruction for Stereo Endoscopy by Unsupervised Optical Flow and Kanade-Lucas-Tomasi Tracking. - Zixin Yang; Shan Lin; Richard A. Simon; Cristian A. Linte (EMBC, 2022)

A weakly supervised learning approach for surgical instrument segmentation from laparoscopic video sequences. - Zixin Yang; Richard A. Simon; Cristian A. Linte (Image-Guided Procedures, 2022)

Investigating Transformer Encoding Techniques to Improve Data-Driven Volume-to-Surface Liver Registration for Image-Guided Navigation. - Michael Young; Zixin Yang; Richard A. Simon; Cristian A. Linte (DEMI@MICCAI, 2023)

A disparity refinement framework for learning-based stereo matching methods in cross-domain setting for laparoscopic images. - Zixin Yang; Richard A. Simon; Cristian A. Linte (Image-Guided Procedures, 2023)

Learning feature descriptors for pre- and intra-operative point cloud matching for laparoscopic liver registration. - Zixin Yang; Richard A. Simon; Cristian A. Linte (Int. J. Comput. Assist. Radiol. Surg., 2023)

Automatic summarization of endoscopic skull base surgical videos through object detection and hidden Markov modeling. - Daniel King; Lingga Adidharma; Haonan Peng 002; Kris S. Moe; Yangming Li; Zixin Yang; Christopher Young; Manuel Ferreria; Ian Humphreys; Waleed M. Abuzeid; Blake Hannaford; Randall A. Bly (Comput. Medical Imaging Graph., 2023)

Resolving the Ambiguity of Complete-to-Partial Point Cloud Registration for Image-Guided Liver Surgery with Patches-to-Partial Matching. - Zixin Yang; Jon S. Heiselman; Cheng Han; Kelly Merrell; Richard A. Simon; Cristian A. Linte (CoRR, 2024)

Study on the Perceptual Priority of the Display Positions in Information Layout for Large-Screen Interface. - Zixin Yang; Jing Zhang; Chengqi Xue (HCI (2), 2025)

Research on the Associative Interactive Feedback Design for the Multi-chart Large Screen Interface. - Sibei Yu; Jing Zhang; Zelei Pan; Zixin Yang; Mingle Chen (HCI (1), 2025)

Toward Patient-Specific Partial Point Cloud to Surface Completion for Pre to Intra-operative Registration in Image-Guided Liver Interventions. - Nakul Poudel; Zixin Yang; Kelly Merrell; Richard A. Simon; Cristian A. Linte (MIUA (2), 2025)

Helping others is helping oneself: A mixed-methods investigation of antecedents driving consumer engagement in the value co-creation of mHealth platforms. - Chuanhui Wu; Zixin Yang; Qinjian Yuan; Haitao Zhang (Int. J. Inf. Manag., 2025)

Dual-Branch CNN-Transformer network for robust Zero-Watermarking of medical images. - Jingyou Li; Rongle Wei; Xiaotian Xi; Guangda Zhang; Zixin Yang; Fengshan Zhang (Inf. Sci., 2025)

Multi-Scale Feature Fusion with Image-Driven Spatial Integration for Left Atrium Segmentation from Cardiac MRI Images. - Bipasha Kundu; Zixin Yang; Richard A. Simon; Cristian A. Linte (CoRR, 2025)

Evaluation of Intra-operative Patient-specific Methods for Point Cloud Completion for Minimally Invasive Liver Interventions. - Nakul Poudel; Zixin Yang; Kelly Merrell; Richard A. Simon; Cristian A. Linte (CoRR, 2025)

Boundary Constraint-Free Biomechanical Model-Based Surface Matching for Intraoperative Liver Deformation Correction. - Zixin Yang; Richard A. Simon; Kelly Merrell; Cristian A. Linte (IEEE Trans. Medical Imaging, 2025)

Respond Beyond Language: A Benchmark for Video Generation in Response to Realistic User Intents. - Shuting Wang 002; Yunqi Liu; Zixin Yang; Ning Hu; Zhicheng Dou; Chenyan Xiong (CoRR, 2025)