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Background: Dose-driven continuous scanning (DDCS) enhances the efficiency and precision of proton pencil beam delivery by reducing beam pauses inherent in discrete spot scanning (DSS). However, current DDCS optimization studies using traveling salesman problem (TSP) formulations often rely on fixed beam intensity and computationally expensive interpolation for move spot generation, limiting efficiency and methodological robustness.
Purpose: This study introduces a Break Spot-Guided (BSG) method, combined with two acceleration strategies-dose rate skipping and bounding-to optimize beam intensity while minimizing beam delivery time (BDT). In addition, a -method is proposed for efficient move spot generation, aiming to balance computational efficiency and dose calculation accuracy.
Methods: The BSG framework simplifies the original mixed-integer nonlinear programming (MINLP) problem by transforming it into a series of TSP evaluations using break-spot dose rates. The two acceleration strategies are integrated to reduce computational complexity. The -method is introduced to efficiently generate move spots without compromising dose fidelity. The performance of the BSG method, with and without the acceleration strategies, and the -method, was evaluated across multiple clinical cases.
Results: By jointly optimizing the scan path and dose rate, the proposed BSG-S-B method offered the most efficient delivery, achieving a 64% reduction in BDT compared to DSS and a 57% reduction compared to Liu's method in the prostate case. These gains were consistently observed across all cases. Utilizing acceleration strategies, BSG-S-B significantly reduced computation time from hours to minutes (e.g., from 10 525.7 to 108.5 s in the prostate case, and from 6202.4 to 129.8 s in the head-and-neck case). When combined with the -method, it reduced the number of move spots by more than 50%, while still ensuring dosimetric quality.
Conclusions: The proposed framework significantly improves computational efficiency, making scan path optimization with dose rate selection feasible for clinical DDCS delivery. The -method effectively reduces computational complexity while maintaining dose calculation accuracy, demonstrating strong potential for clinical adoption in proton therapy treatment planning.
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http://dx.doi.org/10.1002/mp.18098 | DOI Listing |
Retin Cases Brief Rep
October 2024
Eye Clinic, Humanitas-Gradenigo Hospital, Torino, Italy.
Purpose: To study the efficacy and safety of pro re nata regimen of brolucizumab, without loading dose, in treatment-naive patients with neovascular age-related macular degeneration (nAMD).
Case Series: Retrospective, observational study. We included all consecutive patients diagnosed with treatment- naïve nAMD undergoing Brolucizumab in Humanitas eye clinic, Turin, Italy between April 2022 and May 2023.
Eur J Case Rep Intern Med
July 2025
Department of Medicine, John A. Burns School of Medicine, University of Hawaii, Honolulu, USA.
Background: Thrombotic thrombocytopenic purpura (TTP) is a life-threatening hematologic emergency caused by ADAMTS13 deficiency, leading to microvascular thrombosis, haemolytic anaemia, thrombocytopenia, and end-organ damage. Neurological symptoms occur in up to 90% of cases and are frequently misdiagnosed as stroke. Prompt recognition and treatment reduce the mortality rate from over 90% to 10-20%.
View Article and Find Full Text PDFNat Sci Sleep
September 2025
Department of Geriatrics, Tianjin Medical University General Hospital; Tianjin Key Laboratory of Elderly Health; Tianjin Geriatrics Institute, Tianjin, People's Republic of China.
Background: Sleep and frailty are established influencing factors for cardiometabolic diseases (CMDs). However, their joint effects on cardiometabolic multimorbidity (CMM) in older adults remain poorly understood. This study aimed to assess the joint effect of sleep health and frailty on CMD prevalence and severity, with an emphasis on subgroup-specific health risk profiles.
View Article and Find Full Text PDFDiabetes Metab Syndr Obes
September 2025
Department of Nephrology, Wuyi County First People's Hospital, Jinhua City, Zhejiang Province, People's Republic of China.
Purpose: Metabolic syndrome (MetS) is linked to adverse outcomes in chronic diseases, but its impact on acute kidney injury (AKI) in elderly critically ill patients remains unclear. This study aimed to evaluate the association between MetS and 90-day mortality in this population.
Patients And Methods: A retrospective analysis included 774 elderly patients (≥65 years) with AKI admitted to the ICU from January 2022 to December 2023.
Front Oncol
August 2025
Hysteroscopy Center, Obstetrics and Gynecology Hospital, Fudan University, Shanghai, China.
Objective: This study aims to evaluate the role of MRI-guided hysteroscopic one-step precise resection in diagnosing suspected myometrial invasion (MI) of endometrial cancer (EC) in patients desiring fertility preservation and to analyze the impact of suspected MI on the outcomes of fertility-preserving treatments.
Methods: A total of 169 patients with early-stage endometrial cancer who required fertility preservation were enrolled. Among them, 103 cases were ruled out for myometrial invasion by MRI (control group), while 66 cases exhibited suspected myometrial invasion.