Mr. Claire Gowdy Profile

Claire Gowdy

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Publications (2)

Proceedings Article | 4 April 2022 Presentation + Paper

Convolutional neural network with a hybrid loss function for fully automated segmentation of lymphoma lesions in FDG PET images

Fereshteh Yousefirizi, Natalia Dubljevic, Shadab Ahamed, Ingrid Bloise, Claire Gowdy, Joo Hyun O, Youssef Farag, Rodrigue de Schaetzen, Patrick Martineau, Don Wilson, Carlos Uribe, Arman Rahmim

Proceedings Volume 12032, 120320V (2022) https://doi.org/10.1117/12.2612675

KEYWORDS: Image segmentation, Lymphoma, 3D modeling, Positron emission tomography, Data modeling, Brain, Bladder, Cancer, Convolutional neural networks, Tumors

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Proceedings Article | 4 April 2022 Poster + Paper

A cascaded deep network for automated tumor detection and segmentation in clinical PET imaging of diffuse large B-cell lymphoma

Shadab Ahamed, Natalia Dubljevic, Ingrid Bloise, Claire Gowdy, Patrick Martineau, Don Wilson, Carlos Uribe, Arman Rahmim, Fereshteh Yousefirizi

Proceedings Volume 12032, 120323M (2022) https://doi.org/10.1117/12.2612684

KEYWORDS: Machine learning, Convolutional neural networks, Digital image processing, Cancer, Image segmentation, Tumors, Positron emission tomography, 3D modeling, Sensors, Lymphoma, 3D image processing, Network architectures, Performance modeling, Image classification

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