Dr. Lindsay Douglas Profile

Dr. Lindsay Douglas

Diagnostic Imaging Physics Resident

SPIE Involvement:

Author

Area of Expertise:

Segmentation , Breast Cancer , Computer-aided Diagnosis

Publications (6)

SPIE Journal Paper | 20 November 2023 Open Access

U-Net breast lesion segmentations for breast dynamic contrast-enhanced magnetic resonance imaging

Lindsay Douglas, Roma Bhattacharjee, Jordan Fuhrman, Karen Drukker, Qiyuan Hu, Alexandra Edwards, Deepa Sheth, Maryellen Giger

JMI, Vol. 10, Issue 06, 064502, (November 2023) https://doi.org/10.1117/12.10.1117/1.JMI.10.6.064502

KEYWORDS: Image segmentation, Breast, 3D image processing, 3D imaging standards, Magnetic resonance imaging, Education and training, Cross validation, 3D modeling, 3D image enhancement, Artificial intelligence

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Proceedings Article | 3 April 2023 Presentation + Paper

Influence of magnet strength on background parenchymal enhancement evaluation

Lindsay Douglas, Trisha Mondal, Alexandra Edwards, Maryellen Giger

Proceedings Volume 12467, 124670X (2023) https://doi.org/10.1117/12.2654284

KEYWORDS: Magnetic resonance imaging, Breast, Tissues, Data acquisition, Signal intensity, Correlation coefficients, Breast cancer, Statistical analysis

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Proceedings Article | 4 April 2022 Presentation + Paper

Association between DCE MRI background parenchymal enhancement and mammographic texture features

Natalie Baughan, Lindsay Douglas, Maya Ballard, Esther Seoyeon Lee, Alexandra Edwards, Li Lan, Hui Li, Maryellen Giger

Proceedings Volume 12033, 120330S (2022) https://doi.org/10.1117/12.2613043

KEYWORDS: Mammography, Magnetic resonance imaging, Breast, Breast cancer, Breast imaging, Statistical analysis, Radiology, Cancer, Image analysis

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Proceedings Article | 15 February 2021 Presentation + Paper

Electronic removal of lesions for more robust BPE scoring on breast DCE-MRI

Lindsay Douglas, Deepa Sheth, Maryellen Giger

Proceedings Volume 11597, 115970C (2021) https://doi.org/10.1117/12.2581872

KEYWORDS: Breast, Image segmentation, Tumors, Statistical analysis, Receivers, Magnetic resonance imaging, Binary data

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Proceedings Article | 15 February 2021 Presentation + Paper

Comparison of 2D and 3D U-Net breast lesion segmentations on DCE-MRI

Roma Bhattacharjee, Lindsay Douglas, Karen Drukker, Qiyuan Hu, Jordan Fuhrman, Deepa Sheth, Maryellen Giger

Proceedings Volume 11597, 115970D (2021) https://doi.org/10.1117/12.2581846

KEYWORDS: Image segmentation, Breast, Magnetic resonance imaging, Image processing algorithms and systems, Feature extraction, Volume rendering, Medical imaging, Fuzzy logic, Convolutional neural networks, Computer aided diagnosis and therapy

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Proceedings Article | 1 March 2019 Paper

Development of a compact inkjet-printed patient-specific phantom for optimization of fluoroscopic image quality in neonates

Emily Marshall, Claire Joswiak, Lindsay Douglas, Erik Pearson, Zheng-Feng Lu, Hania Al-Hallaq, Ingrid Reiser

Proceedings Volume 10948, 109484W (2019) https://doi.org/10.1117/12.2513118

KEYWORDS: Iodine, Printing, Signal attenuation, Radiography, Image quality, Chest, Fluoroscopy, X-rays

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Showing 5 of 6 publications

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