Dr. Tarique Hussain Profile

Dr. Tarique Hussain

at Univ. of Texas Southwestern Medical Ctr. at Dallas

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Publications (2)

Proceedings Article | 16 March 2020 Presentation + Paper

How well do U-Net-based segmentation trained on adult cardiac magnetic resonance imaging data generalize to rare congenital heart diseases for surgical planning?

Sven Koehler, Animesh Tandon, Tarique Hussain, Heiner Latus, Thomas Pickardt, Samir Sarikouch, Philipp Beerbaum, Gerald Greil, Sandy Engelhardt, Ivo Wolf

Proceedings Volume 11315, 113151K (2020) https://doi.org/10.1117/12.2550651

KEYWORDS: Data modeling, Pathology, Heart, Cardiovascular magnetic resonance imaging, Performance modeling, Image segmentation, Magnetic resonance imaging, Convolution, Cardiology, Surgery, Machine learning

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Proceedings Article | 28 February 2020 Paper

Fully automated segmentation of the right ventricle in patients with repaired Tetralogy of Fallot using U-Net

Christopher Tran, Martin Halicek, James Dormer, Animesh Tandon, Tarique Hussain, Baowei Fei

Proceedings Volume 11317, 113171M (2020) https://doi.org/10.1117/12.2549052

KEYWORDS: Image segmentation, Heart, Cardiovascular magnetic resonance imaging, Blood, Convolutional neural networks, Magnetic resonance imaging, Algorithm development, Pathology, Biomedical engineering, Medical research

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