Automatic Incident Triage in Radiation Oncology Incident Learning System
نویسندگان
چکیده
منابع مشابه
Consensus recommendations for incident learning database structures in radiation oncology.
PURPOSE Incident learning plays a key role in improving quality and safety in a wide range of industries and medical disciplines. However, implementing an effective incident learning system is complex, especially in radiation oncology. One current barrier is the lack of technical standards to guide users or developers. This report, the product of an initiative by the Work Group on Prevention of...
متن کاملTowards a Learning Traffic Incident Detection System
The state of the art in traffic incident detection is dominated by approaches that require significant manual tuning. Our hypothesis is that these time-consuming solutions can be sucessfuly eliminated with the help of machine learning methods and past traffic data collected nowadays on major highways. We show that combining the output of a set of simple, imperfectly tuned, “offthe-shelf” detect...
متن کاملLearning Traffic Incident Detectors
Automated traffic monitoring and traffic incident detection is becoming a reality thanks to expanding networks of traffic sensors placed on US highways. However, the current state-of-the-art incident detection systems employ algorithms that require significant manual tuning. In this work, we study machine learning traffic detection solutions that are intended to reduce the need for the time con...
متن کاملLearning Incident Causes
This paper analyses the Air Investigation Reports corpus available from the Transportation Safety Board of Canada. It proposes a machine learning approach to domain specific sentence classification as a first step towards report matching. A structured case representation at the sentence level is created using Link Grammar Parser and WordNet and compared to a bag-of-words representation. Prelimi...
متن کاملHunting in the enterprise: Forensic triage and incident response
In enterprise environments, digital forensic analysis generates data volumes that traditional forensic methods are no longer prepared to handle. Triaging has been proposed as a solution to systematically prioritize the acquisition and analysis of digital evidence. We explore the application of automated triaging processes in such settings, where reliability and customizability are crucial for a...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Healthcare
سال: 2020
ISSN: 2227-9032
DOI: 10.3390/healthcare8030272