​Patents/Patent Applications
  • Georgescu, Bogdan, Yefeng Zheng, Hien Van Nguyen, Vivek Kumar Singh, Dorin Comaniciu, and David Liu. "Method and system for anatomical object detection using marginal space deep neural networks." U.S. Patent 9,668,699, issued June 6, 2017.
     
  • Hien Van Nguyen, and Shaohua Kevin Zhou. "Method and system for medical image synthesis across image domain or modality using iterative sparse representation propagation." U.S. Patent 9,595,120, issued March 14, 2017.
     
  • David Liu, Nathan Lay, Shaohua Kevin Zhou, Jan Kretschmer, Hien Van Nguyen, Vivek Kumar Singh, Yefeng Zheng, Bogdan Georgescu, and Dorin Comaniciu. "Method and system for approximating deep neural networks for anatomical object detection." U.S. Patent 9,633,306, issued April 25, 2017.
     
  • Puneet Sharma, Ali Kamen, Bogdan Georgescu, Frank Sauer, Dorin Comaniciu, Yefeng Zheng, Hien Van Nguyen, and Vivek Kumar Singh. "Method and system for machine learning based assessment of fractional flow reserve." U.S. Patent 9,538,925, issued January 10, 2017.
     
  • Raviteja Vemulapalli, Hien Van Nguyen, and Shaohua Kevin Zhou. "Method and system for unsupervised cross-modal medical image synthesis." U.S. Patent 9,582,916, issued February 28, 2017.
     
  • Hien Van Nguyen, and Shaohua Kevin Zhou. "Method and system for cross-domain synthesis of medical images using contextual deep network." U.S. Patent Application 15/003,119, filed January 21, 2016.
     
  • Dorin Comaniciu, Bogdan Georgescu, David Liu, Hien Van Nguyen, Yefeng Zheng. "3D Deep Learning for Efficient and Robust Landmark Detection in Volumetric Data." U.S. Patent Application 62/121,527, filed February 27, 2015.
     
  • Hien Van Nguyen, Vivek Kumar Singh, Yefeng Zheng, Bogdan Georgescu, Dorin Comaniciu, and Shaohua Kevin Zhou. "Multi-layer aggregation for object detection." U.S. Patent Application 14/457,381, filed August 12, 2014.
     
  • Fatih Porikli, and Hien Van Nguyen. "Representing object shapes using radial basis function support vector machine classification." U.S. Patent 8,718,380, issued May 6, 2014. Harvard
     
  • Fatih Porikli, and Hien Van Nguyen. "Method for representing objects with concentric ring signature descriptors for detecting 3D objects in range images." U.S. Patent 8,274,508, issued September 25, 2012.