Search Results for author: Michael Ma

Found 3 papers, 0 papers with code

SDF4CHD: Generative Modeling of Cardiac Anatomies with Congenital Heart Defects

no code implementations1 Nov 2023 Fanwei Kong, Sascha Stocker, Perry S. Choi, Michael Ma, Daniel B. Ennis, Alison Marsden

Our approach has the potential to augment the image-segmentation pairs for rarer CHD types for cardiac segmentation and generate cohorts of CHD cardiac meshes for computational simulation.

Cardiac Segmentation Image Segmentation +3

Robust Visual Tracking by Motion Analyzing

no code implementations6 Sep 2023 Mohammed Leo, Kurban Ubul, ShengJie Cheng, Michael Ma

In this paper, we propose a new algorithm that addresses this limitation by analyzing the motion pattern using the inherent tensor structure.

Segmentation Semantic Segmentation +5

Semi-Supervised Learning with Multiple Imputations on Non-Random Missing Labels

no code implementations15 Aug 2023 Jason Lu, Michael Ma, Huaze Xu, Zixi Xu

The proposed models have been shown to be effective in both MCAR and MNAR situations, and experimental results show that our methodology outperforms existing methods in terms of classification accuracy and reducing bias.

Imputation Missing Labels

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