Dr. Liza Shrestha Profile

Dr. Liza Shrestha

at MedQIA

SPIE Involvement:

Author

Publications (2)

SPIE Journal Paper | 25 April 2023

Integration and evaluation of chest X-ray artificial intelligence in clinical practice

Koon-Pong Wong, Suzanne Y. Homer, Sindy H. Wei, Nazanin Yaghmai, Oscar A. Estrada Paz, Timothy J. Young, Russell G. Buhr, Igor Barjaktarevic, Liza Shrestha, Morgan Daly, Jonathan Goldin, Dieter R. Enzmann, Matthew S. Brown

JMI, Vol. 10, Issue 05, 051805, (April 2023) https://doi.org/10.1117/12.10.1117/1.JMI.10.5.051805

KEYWORDS: Artificial intelligence, Chest imaging, Clinical practice, Radiology, Picture Archiving and Communication System, Computing systems, Medicine, Imaging systems, Image segmentation, Evolutionary algorithms

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Proceedings Article | 7 April 2023 Poster + Paper

Catheter segmentation in chest x-ray: improving imbalanced segmentation with a class frequency weighted loss function

Siyuan Wei, Youngwon Choi, M. Wasil Wahi-Anwar, Liza Shrestha, Koon-Pong Wong, Matthew Brown

Proceedings Volume 12465, 124651T (2023) https://doi.org/10.1117/12.2651992

KEYWORDS: Image segmentation, Chest imaging, Object detection, Deep learning, Image processing, Deep convolutional neural networks, X-rays

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