Mr. Huong Pham Profile

Huong Pham

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Publications (6)

Proceedings Article | 3 April 2023 Poster + Paper

Deep learning-based rectum segmentation on low-field prostate MRI to assist image-guided biopsy

Huong Pham, Dang Bich Thuy Le, Meredith Sadinski, Ram Narayanan, Aleksandar Nacev, Bin Zheng

Proceedings Volume 12466, 1246623 (2023) https://doi.org/10.1117/12.2654511

KEYWORDS: Image segmentation, Rectum, 3D modeling, Biopsy, 3D image processing, Prostate, Data modeling, Image registration, Deep learning

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Proceedings Article | 4 April 2022 Poster + Paper

Comparison of performance in breast lesions classification using radiomics and deep transfer learning: an assessment study

Gopichandh Danala, Sai Kiran Maryada, Huong Pham, Warid Islam, Meredith Jones, Bin Zheng

Proceedings Volume 12035, 120350U (2022) https://doi.org/10.1117/12.2611886

KEYWORDS: Performance modeling, Breast, Image segmentation, Solid modeling, Computer aided diagnosis and therapy, Tumor growth modeling, Computer aided design, Image classification, Medical imaging, Wavelets

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Proceedings Article | 4 April 2022 Poster + Paper

Identifying an optimal machine learning generated image marker to predict survival of gastric cancer patients

Huong Pham, Meredith Jones, Tiancheng Gai, Warid Islam, Gopichandh Danala, Javier Jo, Bin Zheng

Proceedings Volume 12033, 120331K (2022) https://doi.org/10.1117/12.2611788

KEYWORDS: Tumors, Computed tomography, Cancer, Image segmentation, Machine learning, Solid modeling, Computer aided diagnosis and therapy, Tumor growth modeling, Feature extraction, Image fusion

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Proceedings Article | 4 April 2022 Presentation + Paper

Improving the performance of computer-aided classification of breast lesions using a new feature fusion method

Warid Islam, Gopichandh Danala, Huong Pham, Bin Zheng

Proceedings Volume 12033, 120330E (2022) https://doi.org/10.1117/12.2611841

KEYWORDS: Image segmentation, Image fusion, Computer aided diagnosis and therapy, Feature extraction, Breast, Performance modeling, Mammography

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Proceedings Article | 4 April 2022 Poster + Paper

Fusion of handcrafted and deep transfer learning features to improve performance of breast lesion classification

Meredith Jones, Huong Pham, Tiancheng Gai, Bin Zheng

Proceedings Volume 12033, 120332M (2022) https://doi.org/10.1117/12.2611607

KEYWORDS: Mammography, Computer aided diagnosis and therapy, Breast, RGB color model, Feature extraction, Image filtering, Computer aided design, Machine learning, Feature selection, Image fusion

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Proceedings Article | 15 February 2021 Presentation + Paper

An optimal machine learning model for breast lesion classification based on random projection algorithm for feature optimization

Morteza Heidari, Seyedehnafiseh Mirniaharikandehei, Abolfazl Zargari Khuzani, Gopichandh Danala, Hung Pham, Sivaramakrishnan Lakshmivarahan, Bin Zheng

Proceedings Volume 11601, 116010L (2021) https://doi.org/10.1117/12.2580944

KEYWORDS: Machine learning, Tumor growth modeling, Optimization (mathematics), Breast, Performance modeling, Solid modeling, Principal component analysis, Medical imaging, Mammography, Data modeling

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Showing 5 of 6 publications

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