Search Results for author: Christina Luong

Found 3 papers, 1 papers with code

Echo-SyncNet: Self-supervised Cardiac View Synchronization in Echocardiography

1 code implementation3 Feb 2021 Fatemeh Taheri Dezaki, Christina Luong, Tom Ginsberg, Robert Rohling, Ken Gin, Purang Abolmaesumi, Teresa Tsang

In echocardiography (echo), an electrocardiogram (ECG) is conventionally used to temporally align different cardiac views for assessing critical measurements.

One-Shot Learning Self-Supervised Learning

Reciprocal Landmark Detection and Tracking with Extremely Few Annotations

no code implementations CVPR 2021 Jianzhe Lin, Ghazal Sahebzamani, Christina Luong, Fatemeh Taheri Dezaki, Mohammad Jafari, Purang Abolmaesumi, Teresa Tsang

The model is trained using few annotated frames across the entire cardiac cine sequence to generate consistent detection and tracking of landmarks, and an adversarial training for the model is proposed to take advantage of these annotated frames.

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