Zobrazeno 1 - 10
of 13
pro vyhledávání: '"Mohamad Fakhreddine"'
Publikováno v:
Medical Physics. 48:5152-5164
Purpose We propose a treatment planning framework that accounts for weekly lung tumor shrinkage using cone beam computed tomography (CBCT) images with a deep learning-based model. Methods Sixteen patients with non-small cell lung cancer (NSCLC) were
Autor:
Sruthi Sivabhaskar, Ruiqi Li, Arkajyoti Roy, Neil Kirby, Mohamad Fakhreddine, Nikos Papanikolaou
Publikováno v:
Journal of applied clinical medical physics. 23(8)
Accurate positioning of multileaf collimator (MLC) leaves during volumetric modulated arc therapy (VMAT) is essential for accurate treatment delivery. We developed a linear regression, support vector machine, random forest, extreme gradient boosting
Autor:
Noah Bice, Neil Kirby, Karl Rasmussen, Tyler Bahr, Niko Papanikolaou, Timothy Wagner, Daniel Saenz, Mohamad Fakhreddine
Publikováno v:
Journal of Applied Clinical Medical Physics. 21:187-192
Purpose Prognostic indices such as the Brain Metastasis Graded Prognostic Assessment have been used in clinical settings to aid physicians and patients in determining an appropriate treatment regimen. These indices are derivative of traditional survi
Autor:
Tyler Bahr, Christopher Kabat, Mohamad Fakhreddine, Neil Kirby, Pamela Myers, Ruiqi Li, Noah Bice, Niko Papanikolaou, Dan Nguyen
Publikováno v:
Journal of Applied Clinical Medical Physics
Purpose Deep-learning-based segmentation models implicitly learn to predict the presence of a structure based on its overall prominence in the training dataset. This phenomenon is observed and accounted for in deep-learning applications such as natur
Autor:
Christopher Kabat, Pamela Myers, Ruiqi Li, Dan Nguyen, Noah Bice, Mohamad Fakhreddine, Niko Papanikolaou, Neil Kirby
Volumetric modulated arc therapy planning is a challenging problem in high-dimensional, non-convex optimization. Traditionally, heuristics such as fluence-map-optimization-informed segment initialization use locally optimal solutions to begin the sea
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::a85fea99d60e2f2052497b451fc57e6e
Autor:
Neil Kirby, Karl Rasmussen, Nestor Rodrigo Astorga, Nikos Papanikolaou, Sotirios Stathakis, Mohamad Fakhreddine, Daniel Saenz
Publikováno v:
Journal of Applied Clinical Medical Physics
Purpose While external beam radiotherapy treatment planning determines nearly every mechanical and dosimetric parameter of the linear accelerator (LINAC), the table coordinates in all three dimensions are generally unknown until initial patient setup
Autor:
Stella K. Yoo, Curtiland Deville, Mohamad Fakhreddine, Emma B. Holliday, Reshma Jagsi, Awad A. Ahmed
Publikováno v:
International Journal of Radiation Oncology*Biology*Physics. 95:1093-1101
Purpose To examine trends in the reporting of industry funding of oncology trials by primary therapeutic intervention studied: local, targeted, or nontargeted systemic. Methods and Materials We reviewed oncologic trials published in 10 journals for t
Autor:
Waqar Haque, Vivek Verma, Charles B. Simone, E. Brian Butler, Mohamad Fakhreddine, Bin S. Teh
Publikováno v:
Radiotherapy and oncology : journal of the European Society for Therapeutic Radiology and Oncology. 128(3)
Introduction Life expectancy of patients with limited-stage small cell lung cancer (LS-SCLC) continues to rise; thus, characterization of long-term toxicities is essential. Although there are emerging data linking cardiac irradiation doses with survi
Publikováno v:
International Journal of Radiation Oncology*Biology*Physics. 104:243-244
Autor:
Vivek Verma, E. Brian Butler, Mohamad Fakhreddine, Charles B. Simone, Bin S. Teh, Waqar Haque
Publikováno v:
International journal of radiation oncology, biology, physics. 100(2)
PURPOSE To use the Surveillance, Epidemiology, and End Results (SEER) database to compare cardiac-specific mortality (CSM) between left- and right-sided locally advanced non-small cell lung cancer (LA-NSCLC) patients treated with definitive radiation