Feature-conditioned cascaded video diffusion models for precise echocardiogram synthesis

H Reynaud, M Qiao, M Dombrowski, T Day… - … Conference on Medical …, 2023 - Springer
Image synthesis is expected to provide value for the translation of machine learning
methods into clinical practice. Fundamental problems like model robustness, domain …

Echocardiography Video Synthesis from End Diastolic Semantic Map Via Diffusion Model

N Van Phi, TM Duc, PH Hieu… - ICASSP 2024-2024 IEEE …, 2024 - ieeexplore.ieee.org
Denoising Diffusion Probabilistic Models (DDPMs) have demonstrated significant
achievements in various image and video generation tasks, including the domain of medical …

Echocardiography video synthesis from end diastolic semantic map via diffusion model

PN Van, DT Minh, HP Huy, LT Quoc - arXiv preprint arXiv:2310.07131, 2023 - arxiv.org
Denoising Diffusion Probabilistic Models (DDPMs) have demonstrated significant
achievements in various image and video generation tasks, including the domain of medical …

OnUVS: Online Feature Decoupling Framework for High-Fidelity Ultrasound Video Synthesis

H Zhou, D Ni, A Chang, X Zhou, R Chen… - arXiv preprint arXiv …, 2023 - arxiv.org
Ultrasound (US) imaging is indispensable in clinical practice. To diagnose certain diseases,
sonographers must observe corresponding dynamic anatomic structures to gather …

HeartBeat: Towards Controllable Echocardiography Video Synthesis with Multimodal Conditions-Guided Diffusion Models

X Zhou, Y Huang, W Xue, H Dou, J Cheng… - arXiv preprint arXiv …, 2024 - arxiv.org
Echocardiography (ECHO) video is widely used for cardiac examination. In clinical, this
procedure heavily relies on operator experience, which needs years of training and maybe …

Synthetic Ultrasound Video Generation with Generative Adversarial Networks

D Kulik - 2023 - repository.library.carleton.ca
Ultrasound is a non-invasive, radiation-free portable imaging modality that offers real-time
diagnostics in different clinical settings. Ultrasound video analysis can benefit from the rise …