Ms. Di Sun Profile

Di Sun

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Publications (3)

Proceedings Article | 3 April 2024 Poster + Paper

Large language model-assisted information extraction from clinical reports for survival prediction of bladder cancer patients

Di Sun, Lubomir Hadjiiski, John Gormley, Heang-Ping Chan, Elaine Caoili, Richard Cohan, Ajjai Alva, Rada Mihalcea, Chuan Zhou, Vikas Gulani

Proceedings Volume 12927, 129271V (2024) https://doi.org/10.1117/12.3008751

KEYWORDS: Deep learning, Radiomics, Bladder cancer, Chemotherapy, Data analysis

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Proceedings Article | 7 April 2023 Poster + Paper

Bladder cancer treatment response assessment in CT urography by using deep-learning and radiomics

Di Sun, Lubomir Hadjiiski, Heang-Ping Chan, Richard Cohan, Elaine Caoili, Ajjai Alva, Kenny Cha, Ravi Samala, Chuan Zhou

Proceedings Volume 12465, 1246533 (2023) https://doi.org/10.1117/12.2654659

KEYWORDS: Radiomics, Bladder cancer, Education and training, Cancer, Chemotherapy, Oncology, Computed tomography, Artificial intelligence

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Proceedings Article | 4 April 2022 Presentation + Paper

Effect of computerized decision support on diagnostic accuracy and intra-observer variability in multi-institutional observer performance study for bladder cancer treatment response assessment in CT urography

Di Sun, Lubomir Hadjiiski, Rohan Garje, Yousef Zakharia, Lauren Pomerantz, Monika Joshi, Ajjai Alva, Heang-Ping Chan, Richard Cohan, Elaine Caoili, Kenny Cha, Galina Kirova-Nedyalkova, Matthew Davenport, Prasad Shankar, Isaac Francis, Kimberly Shampain, Nathaniel Meyer, Daniel Barkmeier, Sean Woolen, Phillip Palmbos, Alon Weizer, Ravi Samala, Chuan Zhou, Martha Matuszak

Proceedings Volume 12033, 120330G (2022) https://doi.org/10.1117/12.2611179

KEYWORDS: Bladder cancer, Cancer, Computed tomography, Statistical analysis, Diagnostics, Computer aided diagnosis and therapy, Computer aided design, Radiology, Decision support systems

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