Search Results for author: Phi Nguyen Van

Found 4 papers, 0 papers with code

Echocardiography video synthesis from end diastolic semantic map via diffusion model

no code implementations11 Oct 2023 Phi Nguyen Van, Duc Tran Minh, Hieu Pham Huy, Long Tran Quoc

Denoising Diffusion Probabilistic Models (DDPMs) have demonstrated significant achievements in various image and video generation tasks, including the domain of medical imaging.

Denoising Video Generation

Echocardiography Segmentation Using Neural ODE-based Diffeomorphic Registration Field

no code implementations16 Jun 2023 Phi Nguyen Van, Hieu Pham Huy, Long Tran Quoc

In particular, we consider the registration field vector field between frames as a continuous trajectory ODE.

Image Registration Segmentation

Fully Automated Machine Learning Pipeline for Echocardiogram Segmentation

no code implementations18 Jul 2021 Hang Duong Thi Thuy, Tuan Nguyen Minh, Phi Nguyen Van, Long Tran Quoc

With the help of the segmentation deep learning model, the assessment of the left ventricle becomes more accessible and accurate.

Active Learning BIG-bench Machine Learning +1

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