Publications

Yiming Xue, Yunzheng Zhu, Luoting Zhuang, YongKyung Oh, Ricky Taira, Denise R. Aberle, Ashley E. Prosper, William Hsu, Yannan Lin (2025). SmokeBERT: A BERT-based Model for Quantitative Smoking History Extraction from Clinical Narratives to Improve Lung Cancer Screening. medRxiv.
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Luoting Zhuang, Seyed Mohammad Hossein Tabatabaei, Ramin Salehi-Rad, Linh M. Tran, Denise R. Aberle, Ashley E. Prosper, William Hsu (2025). Vision-Language Model-Based Semantic-Guided Imaging Biomarker for Early Lung Cancer Detection. arXiv.
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Luoting Zhuang, Seyed Mohammad Hossein Tabatabaei, Ashley E. Prosper, William Hsu (2025). Enhancing Lung Segmentation Algorithms to Ensure Inclusion of Juxtapleural Nodules. 2025 IEEE 22nd International Symposium on Biomedical Imaging (ISBI).
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Luoting Zhuang, Seyed Mohammad Hossein Tabatabaei, Denise R. Aberle, Ashley E. Prosper, William Hsu (2025). Comparing the characteristics and robustness of imaging features via prompt selection in generalist segmentation models. Medical Imaging 2025: Imaging Informatics.
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Luoting Zhuang, Stephen H. Park, Steven J. Skates, Ashley E. Prosper, Denise R. Aberle, William Hsu (2025). Advancing Precision Oncology Through Modeling of Longitudinal and Multimodal Data. IEEE Reviews in Biomedical Engineering.
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Luoting Zhuang, Anil Yadav, Grace H Kim, Seyed Mohammad Hossein Tabatabaei, Ashley Prosper, William Hsu (2024). Exploring the Impact of Acquisition and Reconstruction Parameters on an Imaging-Based Lung Cancer Risk Model. 2024 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).
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Yunzheng Zhu, Luoting Zhuang, Yannan Lin, Tengyue Zhang, Hossein Tabatabaei, Denise R Aberle, Ashley E Prosper, Aichi Chien, William Hsu (2024). DART: Deformable Anatomy-Aware Registration Toolkit for Lung CT Registration with Keypoints Supervision. 2024 IEEE International Symposium on Biomedical Imaging (ISBI).
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Luoting Zhuang, Vedrana Ivezic, Jeffrey Feng, Chushu Shen, Ashwath Radhachandran, Vivek Sant, Maitraya Patel, Rinat Masamed, Corey Arnold, William Speier (2024). Patient-level thyroid cancer classification using attention multiple instance learning on fused multi-scale ultrasound image features. AMIA Annual Symposium Proceedings.
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Jana Lipkova, Richard J. Chen, Bowen Chen, Ming Y. Lu, Matteo Barbieri, Daniel Shao, Anurag J. Vaidya, Chengkuan Chen, Luoting Zhuang, Drew F. K. Williamson, Muhammad Shaban, Tiffany Y. Chen, Faisal Mahmood (2022). Artificial intelligence for multimodal data integration in oncology. Cancer Cell.
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Luoting Zhuang, Jana Lipkova, Richard Chen, Faisal Mahmood (2022). Deep learning-based integration of histology, radiology, and genomics for improved survival prediction in glioma patients. Medical Imaging 2022: Digital and Computational Pathology.
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