Mr. Usamah N. Chaudhary Profile

Usamah N. Chaudhary

at Univ of Texas Southwestern Medical Ctr at Dallas

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Publications (2)

Proceedings Article | 4 April 2022 Poster + Presentation + Paper

Deep learning-based abdominal muscle segmentation on CT images of surgical patient populations

Usamah Chaudhary, Ka'Toria Leitch, Avneesh Chhabra, Ajay Kohli, Baowei Fei

Proceedings Volume 12036, 120361N (2022) https://doi.org/10.1117/12.2611773

KEYWORDS: Image segmentation, Computed tomography, Image registration, Machine vision, Machine learning, Computer vision technology, Image processing, Binary data, Liver, Convolutional neural networks

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Proceedings Article | 13 February 2018 Presentation + Paper

Image processing and machine learning techniques to automate diagnosis of Lugol's iodine cervigrams for a low-cost point-of-care digital colposcope

Mercy Nyamewaa Asiedu, Anish Simhal, Christopher Lam, Jenna Mueller, Usamah Chaudhary, John Schmitt, Guillermo Sapiro, Nimmi Ramanujam

Proceedings Volume 10485, 1048508 (2018) https://doi.org/10.1117/12.2282792

KEYWORDS: Specular reflections, Cervix, Pathology, Iodine, RGB color model, Algorithm development, Cervical cancer, Feature extraction, Diagnostics, Machine learning

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