Dr. Azar Azad Profile

Dr. Azar Azad

at A.I. VALI Inc

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Author

Publications (4)

Proceedings Article | 3 April 2024 Poster + Paper

Radiomics feature based benign vs. malignant characterization of solid renal masses on MRI

Rohini Gaikar, Azar Azad, Nicola Schieda, Eranga Ukwatta

Proceedings Volume 12927, 1292730 (2024) https://doi.org/10.1117/12.3006838

KEYWORDS: Magnetic resonance imaging, Radiomics, Tumor growth modeling, Solids, Feature extraction, Machine learning, Education and training, Artificial neural networks, Image classification, Cross validation

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SPIE Journal Paper | 1 March 2024

Machine learning based prediction of image quality in prostate MRI using rapid localizer images

Abdullah Al-Hayali, Amin Komeili, Azar Azad, Paul Sathiadoss, Nicola Schieda, Eranga Ukwatta

JMI, Vol. 11, Issue 02, 026001, (March 2024) https://doi.org/10.1117/12.10.1117/1.JMI.11.2.026001

KEYWORDS: Image quality, Magnetic resonance imaging, Image segmentation, Diffusion weighted imaging, Prostate, Analog to digital converters, Rectum, Radiomics, Machine learning, Education and training

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Proceedings Article | 7 April 2023 Presentation + Paper

Fully automated cascaded approach for renal mass detection on T2 weighted MRI images

Rohini Gaikar, Azar Azad, Nicola Schieda, Eranga Ukwatta

Proceedings Volume 12465, 124651M (2023) https://doi.org/10.1117/12.2653286

KEYWORDS: Kidney, Magnetic resonance imaging, Image segmentation, Cancer detection, Performance modeling, Tumor growth modeling, Data modeling, Deep learning

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SPIE Journal Paper | 16 June 2022

Transfer learning-based approach for automated kidney segmentation on multiparametric MRI sequences

Rohini Gaikar, Fatemeh Zabihollahy, Mohamed Elfaal, Azar Azad, Nicola Schieda, Eranga Ukwatta

JMI, Vol. 9, Issue 03, 036001, (June 2022) https://doi.org/10.1117/12.10.1117/1.JMI.9.3.036001

KEYWORDS: Kidney, Image segmentation, Data modeling, Magnetic resonance imaging, 3D modeling, Performance modeling, Statistical modeling, 3D image processing, Tumor growth modeling, 3D acquisition

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