Zobrazeno 1 - 10
of 369
pro vyhledávání: '"Serrano, Óscar"'
Autor:
Qiu, Liang, Chi, Wenhao, Xing, Xiaohan, Rajendran, Praveenbalaji, Li, Mingjie, Jiang, Yuming, Pastor-Serrano, Oscar, Yang, Sen, Wang, Xiyue, Ji, Yuanfeng, Wen, Qiang
Precision therapy for liver cancer necessitates accurately delineating liver sub-regions to protect healthy tissue while targeting tumors, which is essential for reducing recurrence and improving survival rates. However, the segmentation of hepatic s
Externí odkaz:
http://arxiv.org/abs/2411.02815
Autor:
Liu, Sheng, Pastor-Serrano, Oscar, Chen, Yizheng, Gopaulchan, Matthew, Liang, Weixing, Buyyounouski, Mark, Pollom, Erqi, Le, Quynh-Thu, Gensheimer, Michael, Dong, Peng, Yang, Yong, Zou, James, Xing, Lei
Radiotherapy treatment planning is a time-consuming and potentially subjective process that requires the iterative adjustment of model parameters to balance multiple conflicting objectives. Recent advancements in large foundation models offer promisi
Externí odkaz:
http://arxiv.org/abs/2406.15609
Autor:
Pastor-Serrano, Oscar, Habraken, Steven, Hoogeman, Mischa, Lathouwers, Danny, Schaart, Dennis, Nomura, Yusuke, Xing, Lei, Perkó, Zoltán
In radiotherapy, the internal movement of organs between treatment sessions causes errors in the final radiation dose delivery. Motion models can be used to simulate motion patterns and assess anatomical robustness before delivery. Traditionally, suc
Externí odkaz:
http://arxiv.org/abs/2209.09583
Fast dose calculation is critical for online and real time adaptive therapy workflows. While modern physics-based dose algorithms must compromise accuracy to achieve low computation times, deep learning models can potentially perform dose prediction
Externí odkaz:
http://arxiv.org/abs/2209.08923
Autor:
Huang, Charles, Vasudevan, Varun, Pastor-Serrano, Oscar, Islam, Md Tauhidul, Nomura, Yusuke, Dubrowski, Piotr, Wang, Jen-Yeu, Schulz, Joseph B., Yang, Yong, Xing, Lei
Objective: Knowledge based planning (KBP) typically involves training an end-to-end deep learning model to predict dose distributions. However, training end-to-end methods may be associated with practical limitations due to the limited size of medica
Externí odkaz:
http://arxiv.org/abs/2206.02912
Autor:
Walden, Lewis, Serrano, Oscar, Shen, Zefang, Zhang, Mingxi, Lavery, Paul, Luo, Zhongkui, Gao, Lei, Viscarra Rossel, Raphael A.
Publikováno v:
In Science of the Total Environment 1 November 2024 949
Publikováno v:
In Bioresource Technology Reports September 2024 27
Autor:
Pastor-Serrano, Oscar, Perkó, Zoltán
Next generation online and real-time adaptive radiotherapy workflows require precise particle transport simulations in sub-second times, which is unfeasible with current analytical pencil beam algorithms (PBA) or stochastic Monte Carlo (MC) methods.
Externí odkaz:
http://arxiv.org/abs/2202.02653
Autor:
Pastor-Serrano, Oscar, Perkó, Zoltán
Particle physics simulations are the cornerstone of nuclear engineering applications. Among them radiotherapy (RT) is crucial for society, with 50% of cancer patients receiving radiation treatments. For the most precise targeting of tumors, next gene
Externí odkaz:
http://arxiv.org/abs/2109.03951
Autor:
Moreda, Uxue, Mazarrasa, Inés, Cebrian, Emma, Kaal, Joeri, Ricart, Aurora M., Serrano, Eduard, Serrano, Oscar
Publikováno v:
In Science of the Total Environment 15 July 2024 934