Publications | Research

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Computer Vision
Medical

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2025

Pedestrian Collision Avoidance in Hemianopia during Natural Walking in Immersive Virtual Reality

Jonathan K. Doyon, Sujin Kim, Alex D. Hwang, Jae-Hyun Jung

MAISI-v2: Accelerated 3D High-Resolution Medical Image Synthesis with Rectified Flow and Region-specific Contrastive Loss

Can Zhao, Pengfei Guo, Dong Yang, Yucheng Tang, Yufan He, Benjamin Simon, Mason Belue, Stephanie Harmon, Baris Turkbey, Daguang Xu

2024

IR-FRestormer: Iterative refinement with fourier-based restormer for accelerated MRI reconstruction

Mohammad Zalbagi Darestani, Vishwesh Nath, Wenqi Li, Yufan He, Holger Roth, Ziyue Xu, Daguang Xu, Reinhard Heckel, Can Zhao

2021

Standard vs. Learning-based Codecs for Real Time Endoscopic Video Transmission

Iuri Frosio, Aldo Marzullo, Martina Golini, Elena De Momi, Michele Catellani, Francesco Calimeri, Giuseppe Fiameni

2020

LAMP: Large Deep Nets with Automated Model Parallelism for Image Segmentation

Wentao Zhu, Can Zhao, Wenqi Li, Holger Roth, Ziyue Xu, Daguang Xu

Weakly Supervised One-stage Vision and Language Disease Detection using Large Scale Pneumonia and Pneumothorax Studies

Leo Tam, Xiaosong Wang, Evrim Turkbey, Kevin Lu, Yuhong Wen, Daguang Xu

Neurreg: Neural registration and its application to image segmentation

Wentao Zhu, Andriy Myronenko, Ziyue Xu, Wenqi Li, Holger Roth, Yufang Huang, Fausto Milletari, Daguang Xu

2018

3D MRI Brain Tumor Segmentation Using Autoencoder Regularization

Andriy Myronenko

2010

Point Set Registration: Coherent Point Drift

Andriy Myronenko, Xubo Song