Zobrazeno 1 - 10
of 564
pro vyhledávání: '"Court, Laurence E"'
Autor:
Cheung, Matt Y., Netherton, Tucker J., Court, Laurence E., Veeraraghavan, Ashok, Balakrishnan, Guha
Uncertainty quantification is crucial to account for the imperfect predictions of machine learning algorithms for high-impact applications. Conformal prediction (CP) is a powerful framework for uncertainty quantification that generates calibrated pre
Externí odkaz:
http://arxiv.org/abs/2410.05263
Autor:
Cheung, Matt Y, Netherton, Tucker J, Court, Laurence E, Veeraraghavan, Ashok, Balakrishnan, Guha
Recent advancements in machine learning have led to the development of novel medical imaging systems and algorithms that address ill-posed problems. Assessing their trustworthiness and understanding how to deploy them safely at test time remains an i
Externí odkaz:
http://arxiv.org/abs/2404.15274
Autor:
Wahid, Kareem A., Cardenas, Carlos E., Marquez, Barbara, Netherton, Tucker J., Kann, Benjamin H., Court, Laurence E., He, Renjie, Naser, Mohamed A., Moreno, Amy C., Fuller, Clifton D., Fuentes, David
Deep learning has significantly advanced the potential for automated contouring in radiotherapy planning. In this manuscript, guided by contemporary literature, we underscore three key insights: (1) High-quality training data is essential for auto-co
Externí odkaz:
http://arxiv.org/abs/2310.10867
Autor:
Gronberg, Mary P., Beadle, Beth M., Garden, Adam S., Skinner, Heath, Gay, Skylar, Netherton, Tucker, Cao, Wenhua, Cardenas, Carlos E., Chung, Christine, Fuentes, David, Fuller, Clifton D., Howell, Rebecca M., Jhingran, Anuja, Lim, Tze Yee, Marquez, Barbara, Mumme, Raymond, Olanrewaju, Adenike M., Peterson, Christine B., Vazquez, Ivan, Whitaker, Thomas J., Wooten, Zachary, Yang, Ming, Court, Laurence E.
Publikováno v:
Practical Radiation Oncology, Volume 13, Issue 3, May-June 2023, Pages e282-e291
Purpose: This study aimed to use deep learning-based dose prediction to assess head and neck (HN) plan quality and identify suboptimal plans. Methods: A total of 245 VMAT HN plans were created using RapidPlan knowledge-based planning (KBP). A subset
Externí odkaz:
http://arxiv.org/abs/2209.14277
Autor:
Salazar, Ramon M., Nair, Saurabh S., Leone, Alexandra O., Xu, Ting, Mumme, Raymond P., Duryea, Jack D., De, Brian, Corrigan, Kelsey L., Rooney, Michael K., Ning, Matthew S., Das, Prajnan, Holliday, Emma B., Liao, Zhongxing, Court, Laurence E., Niedzielski, Joshua S.
Publikováno v:
In Advances in Radiation Oncology February 2025 10(2)
Autor:
Chung, Christine V., Khan, Meena S., Olanrewaju, Adenike, Pham, Mary, Nguyen, Quyen T., Patel, Tina, Das, Prajnan, O’Reilly, Michael S., Reed, Valerie K., Jhingran, Anuja, Simonds, Hannah, Ludmir, Ethan B., Hoffman, Karen E., Naidoo, Komeela, Parkes, Jeannette, Aggarwal, Ajay, Mayo, Lauren L., Shah, Shalin J., Tang, Chad, Beadle, Beth M., Wetter, Julie, Walker, Gary, Hughes, Simon, Mullassery, Vinod, Skett, Stephen, Thomas, Christopher, Zhang, Lifei, Nguyen, Son, Mumme, Raymond P., Douglas, Raphael J., Baroudi, Hana, Court, Laurence E.
Publikováno v:
In Radiotherapy and Oncology January 2025 202
Autor:
Leone, Alexandra O., Mohamed, Abdallah S.R., Fuller, Clifton D., Peterson, Christine B., Garden, Adam S., Lee, Anna, Mayo, Lauren L., Moreno, Amy C., Reddy, Jay P., Hoffman, Karen, Niedzielski, Joshua S., Court, Laurence E., Whitaker, Thomas J.
Publikováno v:
In Advances in Radiation Oncology August 2024 9(8)
Autor:
Skett, Stephen, Patel, Tina, Duprez, Didier, Gupta, Sunnia, Netherton, Tucker, Trauernicht, Christoph, Aldridge, Sarah, Eaton, David, Cardenas, Carlos, Court, Laurence E., Smith, Daniel, Aggarwal, Ajay
Publikováno v:
In Physics and Imaging in Radiation Oncology July 2024 31
Autor:
Chen, Xinru, Zhao, Yao, Court, Laurence E., Wang, He, Pan, Tinsu, Phan, Jack, Wang, Xin, Ding, Yao, Yang, Jinzhong
Publikováno v:
In Computerized Medical Imaging and Graphics April 2024 113
Autor:
Chen, Xinru, Mumme, Raymond P., Corrigan, Kelsey L., Mukai-Sasaki, Yuki, Koutroumpakis, Efstratios, Palaskas, Nicolas L., Nguyen, Callistus M., Zhao, Yao, Huang, Kai, Yu, Cenji, Xu, Ting, Daniel, Aji, Balter, Peter A., Zhang, Xiaodong, Niedzielski, Joshua S., Shete, Sanjay S., Deswal, Anita, Court, Laurence E., Liao, Zhongxing, Yang, Jinzhong
Publikováno v:
In Radiotherapy and Oncology February 2024 191