Global ETD Search
Search theses and dissertations gathered from participating repositories worldwide. Every result links back to the library that holds it. No account is needed.
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Showing 1 to 6 of 6 for “"Knowledge-Based Planning"”.
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Δημιουργία, εκπαίδευση και εφαρμογή knowledge based planning (KBP) μοντέλων σε VMAT πλάνα ακτινοθεραπείας
… αναπτύχθηκαν και αξιολογήθηκαν τέσσερα μοντέλα Knowledge-Based Planning (KBP) VMAT πλάνων ακτινοθεραπείας πνεύμονα, διερευνώντας διαφορετικές στρατηγικές εκπαίδευσης ως προς τη διαχείριση outliers και τον αλγόριθμο υπολογισμού δόσης. Σκοπός: Η διερεύνηση της προβλεπτικής ικανότητας των μοντέλων …
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CHARACTERIZATION OF BREAST RT TREATMENT BY MULTI-INSTITUTIONAL AI-KNOWLEDGE-BASED PLANNING OPTIMIZATION MODELS
This thesis develops a decision-making tool based on artificial intelligence to predict dose distribution to Organs at Risk, particularly the heart, in breast cancer radiotherapy. The goal is to enable physicists to quickly assess, via computed tomography (CT), whether a tangential field plan is …
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Knowledge-based planning and controlling with methods of artificial intelligence to increase efficiency in IT projects
… factor. The aim of this work is to analyze how knowledge management methods in a classic IT project can be supported with the help of artificial intelligence methods in order to carry out the IT project more efficiently. To answer the research questions, a qualitative method in the form of …
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Learning to Solve Optimization Problems with Hidden Components: Applications in Automated Treatment Planning
… patients. Here, the prevailing framework is Knowledge-based planning (KBP), which is a two-stage pipeline that involves generating an expected dose and optimizing a treatment to deliver the generated dose. We first propose an ensemble learning framework for Inverse Linear Optimization (ILO), …
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Moving from conventional bus service towards bus rapid transit : establishing priorities
… Bogota, Curitiba, and Ottawa. Second, and based on the case studies and literature review, eight key attributes and components of BRT systems were identified. The key attributes defined were: 1) right of way priority; 2) expedited boarding and alighting; 3) knowledge-based planning and …
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Evaluation of an End-to-End Radiotherapy Treatment Planning Pipeline for Prostate Cancer
<p>Radiation treatment planning is a crucial and time-intensive process in radiation therapy. This planning involves carefully designing a treatment regimen tailored to a patient’s specific condition, including the type, location, and size of the tumor with reference to surrounding healthy tissues. …