Ms. Gargi V. Pednekar Profile

Gargi V. Pednekar

Principal Software Engineer

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Publications (7)

Proceedings Article | 3 April 2023 Paper

Auto-segmentation of thoracic brachial plexuses for radiation therapy planning

Ademola Ilesanmi, Jayaram Udupa, Yubing Tong, Tiange Liu, Dewey Odhner, Gargi Pednekar, Sanghita Nag, Sharon Lewis, Joe Camaratta, Steve Owens, Drew Torigian

Proceedings Volume 12466, 1246626 (2023) https://doi.org/10.1117/12.2655159

KEYWORDS: Image segmentation, Anatomy, Computed tomography, Deep learning, Artificial intelligence, Radiotherapy, Object recognition, Fuzzy logic, Frequency modulation, Fermium

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Proceedings Article | 4 April 2022 Poster + Paper

Anatomy-guided deep learning for object localization in medical images

Chao Jin, Jayaram Udupa, Liming Zhao, Yubing Tong, Dewey Odhner, Gargi Pednekar, Sanghita Nag, Sharon Lewis, Nicholas Poole, Sutirth Mannikeri, Sudarshana Govindasamy, Aarushi Singh, Joe Camaratta, Steve Owens, Drew Torigian

Proceedings Volume 12032, 1203228 (2022) https://doi.org/10.1117/12.2612566

KEYWORDS: Neck, Medical imaging, Fuzzy logic, Object recognition, Network architectures, Content addressable memory, Image processing, Surgery, Frequency modulation, Fermium

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Proceedings Article | 13 March 2018 Paper

Image quality and segmentation

Gargi Pednekar, Jayaram Udupa, David McLaughlin, Xingyu Wu, Yubing Tong, Charles Simone, Joseph Camaratta, Drew Torigian

Proceedings Volume 10576, 105762N (2018) https://doi.org/10.1117/12.2293622

KEYWORDS: Image quality, Image segmentation, Neck, Pathology, Image processing algorithms and systems, Distortion, Algorithm development, Cancer, Computed tomography, Medical imaging

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Proceedings Article | 13 March 2018 Presentation + Paper

Auto-contouring via automatic anatomy recognition of organs at risk in head and neck cancer on CT images

Xingyu Wu, Jayaram Udupa, Yubing Tong, Dewey Odhner, Gargi Pednekar, Charles Simone, David McLaughlin, Chavanon Apinorasethkul, John Lukens, Dimitris Mihailidis, Geraldine Shammo, Paul James, Joseph Camaratta, Drew Torigian

Proceedings Volume 10576, 1057617 (2018) https://doi.org/10.1117/12.2293946

KEYWORDS: Computed tomography, Fuzzy logic, Neck, Image quality, Head, Cancer, Object recognition, Data modeling, Detection and tracking algorithms, Radiation oncology

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Proceedings Article | 12 March 2018 Paper

Hierarchical model-based object localization for auto-contouring in head and neck radiation therapy planning

Yubing Tong, Jayaram Udupa, Xingyu Wu, Dewey Odhner, Gargi Pednekar, Charles Simone, David McLaughlin, Chavanon Apinorasethkul, Geraldine Shammo, Paul James, Joseph Camaratta, Drew Torigian

Proceedings Volume 10578, 1057822 (2018) https://doi.org/10.1117/12.2294042

KEYWORDS: Image quality, Computed tomography, Neck, Data modeling, Image segmentation, Radiotherapy, Head, Image processing, Radiation oncology, Object recognition

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Proceedings Article | 27 February 2018 Paper

Quantitative analysis of adipose tissue on chest CT to predict primary graft dysfunction in lung transplant recipients: a novel optimal biomarker approach

Yubing Tong, Jayaram Udupa, Chuang Wang, Caiyun Wu, Gargi Pednekar, Michaela Restivo, David Lederer, Jason Christie, Drew Torigian

Proceedings Volume 10575, 105753K (2018) https://doi.org/10.1117/12.2294050

KEYWORDS: Lung, Chest, Tissues, Transplantation, Computed tomography, Feature selection, Quantitative analysis, Medical imaging, Medicine, Medical research

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Proceedings Article | 18 March 2016 Paper

Fat segmentation on chest CT images via fuzzy models

Yubing Tong, Jayaram Udupa, Caiyun Wu, Gargi Pednekar, Janani Rajan Subramanian, David Lederer, Jason Christie, Drew Torigian

Proceedings Volume 9786, 978609 (2016) https://doi.org/10.1117/12.2217864

KEYWORDS: Image segmentation, Fuzzy logic, Buildings, Lung, Chest, Computed tomography, Transplantation, Object recognition, Target recognition, Switches, Tissues, 3D modeling, Visualization, Medicine

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Showing 5 of 7 publications

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