Dr. Pranjal Sahu Profile

Dr. Pranjal Sahu

at Siemens Healthineers

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Author

Publications (6)

SPIE Journal Paper | 15 March 2023

Deep-learning convolutional neural network-based scatter correction for contrast enhanced digital breast tomosynthesis in both cranio-caudal and mediolateral-oblique views

Xiaoyu Duan, Pranjal Sahu, Hailiang Huang, Wei Zhao

JMI, Vol. 10, Issue S2, S22404, (March 2023) https://doi.org/10.1117/12.10.1117/1.JMI.10.S2.S22404

KEYWORDS: Breast, Monte Carlo methods, Education and training, Muscles, Polymethylmethacrylate, Lead, Convolutional neural networks, Chest, Digital breast tomosynthesis, Picosecond phenomena

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Proceedings Article | 4 April 2022 Poster + Paper

Automated fractured femur segmentation using CNN

Jared Vicory, Pranjal Sahu, Hwabok Wee, Hannah Nam, Avani Chopra, Spence Reid, Gregory S. Lewis, Sreekanth Arikatla

Proceedings Volume 12032, 120322Z (2022) https://doi.org/10.1117/12.2612709

KEYWORDS: Image segmentation, 3D modeling, Bone, Computed tomography, Data modeling, Convolution, Network architectures, Surgery

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Proceedings Article | 4 April 2022 Poster + Paper

Thin shell demons for dental scan registration

Pranjal Sahu, Samuel Gerber, Qingyu Zhao, Tung Nguyen, Matt McCormick, Beatriz Paniagua, Jared Vicory

Proceedings Volume 12032, 120322U (2022) https://doi.org/10.1117/12.2611514

KEYWORDS: Teeth, Image registration, Image segmentation, Computed tomography, Surgery, 3D modeling, X-ray computed tomography, Skull, Scanners

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Proceedings Article | 22 May 2020 Paper

Effect of scatter correction on image noise in contrast-enhanced digital breast tomosynthesis

Hailiang Huang, Xiaoyu Duan, Pranjal Sahu, Wei Zhao

Proceedings Volume 11513, 115130J (2020) https://doi.org/10.1117/12.2561784

KEYWORDS: Breast, Digital breast tomosynthesis, Denoising, Digital imaging, Image quality

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Proceedings Article | 22 May 2020 Paper

Scatter correction with deep learning approach for contrast enhanced digital breast tomosynthesis (CEDBT) in both cranio-caudal (CC) view and mediolateral oblique (MLO) view

Xiaoyu Duan, Pranjal Sahu, Hailiang Huang, Wei Zhao

Proceedings Volume 11513, 115130Q (2020) https://doi.org/10.1117/12.2564358

KEYWORDS: Breast, Monte Carlo methods, Digital breast tomosynthesis, Dual energy imaging, Point spread functions, Computer simulations, Imaging systems, Convolutional neural networks

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Proceedings Article | 6 March 2018 Presentation + Paper

Apply lightweight deep learning on internet of things for low-cost and easy-to-access skin cancer detection

Pranjal Sahu, Dantong Yu, Hong Qin

Proceedings Volume 10579, 1057912 (2018) https://doi.org/10.1117/12.2293350

KEYWORDS: Skin cancer, Melanoma, Skin, Internet, Feature extraction, Mobile devices, Neural networks, Image processing

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Showing 5 of 6 publications

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