Knowledge‐based planning in robotic intracranial stereotactic radiosurgery treatments
Sign Up to like & getrecommendations! Published in 2021 at "Journal of Applied Clinical Medical Physics"
DOI: 10.1002/acm2.13173
Abstract: Abstract Purpose To develop a knowledge‐based planning (KBP) model that predicts dosimetric indices and facilitates planning in CyberKnife intracranial stereotactic radiosurgery/radiotherapy (SRS/SRT). Methods Forty CyberKnife SRS/SRT plans were retrospectively used to build a linear KBP… read more here.
Keywords: based planning; intracranial stereotactic; model; kbp model ... See more keywords
Knowledge‐based planning for the radiation therapy treatment plan quality assurance for patients with head and neck cancer
Sign Up to like & getrecommendations! Published in 2022 at "Journal of Applied Clinical Medical Physics"
DOI: 10.1002/acm2.13614
Abstract: Abstract This study aimed to investigate the feasibility of using a knowledge‐based planning technique to detect poor quality VMAT plans for patients with head and neck cancer. We created two dose–volume histogram (DVH) prediction models… read more here.
Keywords: plan quality; quality assurance; prediction; planning ... See more keywords
The implementation of knowledge‐based planning with partial OAR contours for prostate radiotherapy
Sign Up to like & getrecommendations! Published in 2025 at "Journal of Applied Clinical Medical Physics"
DOI: 10.1002/acm2.70004
Abstract: Abstract Purpose Intra‐ and inter‐observer contour uncertainty is a continuous challenge in treatment planning for radiotherapy. Our proposed solution to address this challenge is the use of partial contours for treatment planning, focusing on uninvolved… read more here.
Keywords: treatment; knowledge based; partial contours; based planning ... See more keywords
Developing knowledge‐based planning for gynaecological and rectal cancers: a clinical validation of RapidPlan™
Sign Up to like & getrecommendations! Published in 2020 at "Journal of Medical Radiation Sciences"
DOI: 10.1002/jmrs.396
Abstract: To create and clinically validate knowledge‐based planning (KBP) models for gynaecologic (GYN) and rectal cancer patients. Assessment of ecologic generalisability and predictive validity of conventional planning versus single calculation KBP was reviewed against practical metrics… read more here.
Keywords: based planning; planning gynaecological; developing knowledge; knowledge based ... See more keywords
12. Feedback on use of the RapidPlan™ knowledge based planning system for the realization of prostatic treatment planning in volumetric modulated arctherapy
Sign Up to like & getrecommendations! Published in 2017 at "Physica Medica"
DOI: 10.1016/j.ejmp.2017.10.037
Abstract: Introduction Inverse planning is an interactive and iterative process that depends on the user experience. This process is time consuming and requires compromises between organ at risk (OAR) sparing and target volume coverage. However, the… read more here.
Keywords: based planning; system; treatment; model ... See more keywords
Performance Based Planning of complex urban social-ecological systems: The quest for sustainability through the promotion of resilience
Sign Up to like & getrecommendations! Published in 2020 at "Sustainable Cities and Society"
DOI: 10.1016/j.scs.2020.102089
Abstract: Abstract Urban systems and human settlements have been growing exponentially in size and complexity in the last decades, defying current approaches to sustainable development. While urban planning has been identified as one of the main… read more here.
Keywords: based planning; planning; performance based; sustainability ... See more keywords
Systematic implementation of rapidplan for prostate cancer: toward a unified knowledge-based planning model
Sign Up to like & getrecommendations! Published in 2025 at "Scientific Reports"
DOI: 10.1038/s41598-025-08553-7
Abstract: This study presents a comprehensive methodology for implementing a unified knowledge-based planning model for RapidPlan™ (RP) to manage all 11 prostate cancer prescriptions used at our institution. Several RP configurations were evaluated to address different… read more here.
Keywords: unified knowledge; knowledge based; based planning; prostate cancer ... See more keywords
Using Simple, Decision-Centered, Scenario-Based Planning to Improve Local Coastal Management
Sign Up to like & getrecommendations! Published in 2019 at "Journal of the American Planning Association"
DOI: 10.1080/01944363.2019.1627237
Abstract: Abstract Problem, research strategy, and findings: Scenario-based planning offers the promise of enhancing local coastal management given uncertainties from shoreline dynamics and climate change. Deploying it can require substantial capacity, however, or can obscure the… read more here.
Keywords: management; based planning; decision centered; scenario based ... See more keywords
Intelligent Consumer Flexibility Management With Neural Network-Based Planning and Control
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Access"
DOI: 10.1109/access.2021.3060871
Abstract: Optimal management of demand-side flexibility in buildings is important for properly integrating large amounts of intermittent generation from windmills and photovoltaics. This paper proposes a novel Energy Management Agent (EMA) concept that can optimize building’s… read more here.
Keywords: management; planning control; control; building flexibility ... See more keywords
Sampling-Based Planning for Guaranteed Safe Energy Management of Hybrid UAV Powertrain Under Complex, Uncertain Constraints
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Transactions on Control Systems Technology"
DOI: 10.1109/tcst.2024.3422372
Abstract: As electrified aircraft are becoming more prominent, new energy management strategies are needed to fully leverage their capabilities to perform more complex missions and to do so safely. Nonconvex constraints, multitimescale dynamics, and uncertainty introduce… read more here.
Keywords: uav powertrain; complex uncertain; based planning; energy management ... See more keywords
Customization of a Model For Knowledge-Based Planning to Achieve Ideal Dose Distributions in Volume Modulated arc Therapy for Pancreatic Cancers
Sign Up to like & getrecommendations! Published in 2021 at "Journal of Medical Physics"
DOI: 10.4103/jmp.jmp_76_20
Abstract: Purpose: To evaluate customizing a knowledge-based planning (KBP) model using dosimetric analysis for volumetric modulated arc therapy for pancreatic cancer. Materials and Methods: The first model (M1) using 56 plans and the second model (M2)… read more here.
Keywords: model; volume; modulated arc; arc therapy ... See more keywords