Dr. Mohammadhadi Bagheri Profile

Dr. Mohammadhadi Bagheri

at National Institutes of Health

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Publications (3)

Proceedings Article | 13 March 2019 Presentation + Paper

A semi-supervised CNN learning method with pseudo-class labels for vascular calcification detection on low dose CT scans

Jiamin Liu, Jianhua Yao, Mohammadhadi Bagheri, Ronald Summers

Proceedings Volume 10950, 109501L (2019) https://doi.org/10.1117/12.2513228

KEYWORDS: Computed tomography, Data modeling, Image segmentation, Arteries, Medical imaging, Neural networks, Convolutional neural networks, Machine vision, Computer vision technology, Heart

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Proceedings Article | 27 February 2018 Paper

A coarse-to-fine approach for pericardial effusion localization and segmentation in chest CT scans

Jiamin Liu, Karthik Chellamuthu, Le Lu, Mohammadhadi Bagheri, Ronald Summers

Proceedings Volume 10575, 105753B (2018) https://doi.org/10.1117/12.2295972

KEYWORDS: Image segmentation, Computed tomography, 3D modeling, Convolutional neural networks, Chest, Heart, 3D metrology, Performance modeling, Data modeling, Lutetium

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Proceedings Article | 3 March 2017 Presentation + Paper

Pelvic artery calcification detection on CT scans using convolutional neural networks

Jiamin Liu, Le Lu, Jianhua Yao, Mohammadhadi Bagheri, Ronald Summers

Proceedings Volume 10134, 101341A (2017) https://doi.org/10.1117/12.2255247

KEYWORDS: Arteries, Computed tomography, Neural networks, Kidney, Machine learning, Convolutional neural networks, Radiology, Image segmentation, Computer aided diagnosis and therapy, Image processing, Network architectures, Lutetium

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