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Effectiveness of Automatic Planning of Fronto-orbital Advancement for the Surgical Correction of Metopic Craniosynostosis [PDF]
Plastic and Reconstructive Surgery, Global Open, 2021 Background:. The surgical correction of metopic craniosynostosis usually relies on the subjective judgment of surgeons to determine the configuration of the cranial bone fragments and the degree of overcorrection.
David García-Mato, PhD +7 more
doaj +2 more sources
Automatic planning of head and neck treatment plans. [PDF]
J Appl Clin Med Phys, 2016 Treatment planning is time‐consuming and the outcome depends on the person performing the optimization. A system that automates treatment planning could potentially reduce the manual time required for optimization and could also provide a method to reduce the variation between persons performing radiation dose planning (dosimetrist) and potentially ...
Hazell I +7 more
europepmc +7 more sources
Evaluation of a hybrid automatic planning solution for rectal cancer [PDF]
Radiation Oncology, 2022 Background Script-based planning and knowledge-based planning are two kinds of automatic planning solutions. Hybrid automatic planning may integrate the advantages of both solutions and provide a more robust automatic planning solution in the clinic.
Jiyou Peng +6 more
doaj +2 more sources
Characterization of automatic treatment planning approaches in radiotherapy
Physics and Imaging in Radiation Oncology, 2021 Background and purpose: Automatic approaches are widely implemented to automate dose optimization in radiotherapy treatment planning. This study systematically investigates how to configure automatic planning in order to create the best possible plans ...
Geert Wortel +7 more
doaj +3 more sources
Planning through Automatic Portfolio Configuration: The PbP Approach [PDF]
Journal of Artificial Intelligence Research, 2014 In the field of domain-independent planning, several powerful planners implementing different techniques have been developed. However, no one of these systems outperforms all others in every known benchmark domain.
Gerevini, Alfonso Emilio +2 more
core +5 more sources
Desargues cloud TPS: a cloud-based automatic radiation treatment planning system for IMRT [PDF]
BioMedical Engineering OnLinePurpose To develop a cloud-based automated treatment planning system for intensity-modulated radiation therapy and evaluate its efficacy and safety for tumors in various anatomical sites under general clinical scenarios.
Jian Guo +19 more
doaj +2 more sources
Plan-And-Write: Towards Better Automatic Storytelling
Proceedings of the AAAI Conference on Artificial Intelligence, 2019 Automatic storytelling is challenging since it requires generating long, coherent natural language to describes a sensible sequence of events. Despite considerable efforts on automatic story generation in the past, prior work either is restricted in plot
Knight, Kevin +5 more
core +3 more sources
Automatic Compilation of Objects to Counters in Automatic Planning. Case of study: Creation Planning [PDF]
, 2014 In classical planning, all objects should be represented as constants explicitly, even though their names could be irrelevant, which produces severe instantiation problems.
Fuentetaja, Raquel +1 more
core +3 more sources
Automatic discovery of interpretable planning strategies [PDF]
Machine Learning, 2021 AbstractWhen making decisions, people often overlook critical information or are overly swayed by irrelevant information. A common approach to mitigate these biases is to provide decision-makers, especially professionals such as medical doctors, with decision aids, such as decision trees and flowcharts.
Julian Skirzyński +2 more
openaire +3 more sources
Frontiers in Oncology, 2021 Background and PurposeTo develop an artificial intelligence-based full-process solution for rectal cancer radiotherapy.Materials and MethodsA full-process solution that integrates autosegmentation and automatic treatment planning was developed under a ...
Xiang Xia +18 more
doaj +1 more source