Supporting radiation therapy planning

• Main Authors: WIEGERT JENS, FELASHINA, NATALIA, HEESE HARALD SEPP, BONDAR MARIA L, NEUKIRCHEN CHRISTOPH, WEESE ROLF JURGEN
• Format: Patent
• Language: Chinese; English
• Published: 21.06.2024
• Subjects: CALCULATING; COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS; COMPUTING; COUNTING; ELECTROTHERAPY; HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATIONTECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING ORPROCESSING OF MEDICAL OR HEALTHCARE DATA; HUMAN NECESSITIES; HYGIENE; INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTEDFOR SPECIFIC APPLICATION FIELDS; MAGNETOTHERAPY; MEDICAL OR VETERINARY SCIENCE; PHYSICS; RADIATION THERAPY; ULTRASOUND THERAPY

A computing system (SYS) and related method for supporting radiotherapy planning. The input interface (IF1; uI-I) is provided for receiving an input radiation treatment plan template or type of such plan template for a plurality of radiation treatment plans. A trained machine learning model (M) of the system (SYS) is configured to calculate a plurality of dose maps associated with a received radiation treatment plan template or a type of such plan template. 一种用于支持放射治疗规划的计算系统(SYS)和相关方法。输入接口(IF1；UI-I)被提供用于接收针对多个放射处置计划的输入的放射处置计划模板或这样的计划模板的类型。所述系统(SYS)的经训练的机器学习模型(M)被配置为计算与所接收的放射处置计划模板或这样的计划模板的类型相关联的多个剂量图。