Towards Quantum Tensor Decomposition in Biomedical Applications

no code implementations • 18 Feb 2025 • Myson Burch, Jiasen Zhang, Gideon Idumah, Hakan Doga, Richard Lartey, Lamis Yehia, Mingrui Yang, Murat Yildirim, Mihriban Karaayvaz, Omar Shehab, Weihong Guo, Ying Ni, Laxmi Parida, Xiaojuan Li, Aritra Bose

Our study includes a preliminary resource estimation analysis for quantum computing platforms and examines the feasibility of implementing quantum-enhanced tensor decomposition methods on near-term quantum devices.

Tensor Decomposition

A Geometric Flow Approach for Segmentation of Images with Inhomongeneous Intensity and Missing Boundaries

no code implementations • 19 Sep 2023 • Paramjyoti Mohapatra, Richard Lartey, Weihong Guo, Michael Judkovich, Xiaojuan Li

For instance, Magnetic Resonance (MR) muscle images often contain both of these issues, making muscle segmentation especially difficult.

Image Segmentation Segmentation +1