Anomaly detection for interoperable and modular operating room tables
Technologies that enable connectivity, interoperability and automation have the potential to increase the quality and efficiency of patient care. In this dissertation, the necessary adaptations to the software and E/E architectures of medical devices are examined using the example of operating table...
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| Հիմնական հեղինակ: | |
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| Ձևաչափ: | Online |
| Լեզու: | անգլերեն |
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KIT Scientific Publishing
2025
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| Խորագրեր: | |
| Առցանց հասանելիություն: | ONIX_20251202T160246_9783731514190_33 |
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| _version_ | 1869524327259439104 |
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| author | Puder, Andreas |
| author_browse | Puder, Andreas |
| author_facet | Puder, Andreas |
| author_sort | Puder, Andreas |
| collection | Directory of Open Access Books |
| description | Technologies that enable connectivity, interoperability and automation have the potential to increase the quality and efficiency of patient care. In this dissertation, the necessary adaptations to the software and E/E architectures of medical devices are examined using the example of operating tables. In addition, a special focus is placed on anomaly detection, for which a novel approach is presented that uses hybrid plausibility checks that combine data- and model-based algorithms. |
| format | Online |
| id | doab-20.500.12854ir-169804 |
| institution | Directory of Open Access Books |
| language | eng |
| publishDate | 2025 |
| publishDateRange | 2025 |
| publishDateSort | 2025 |
| publisher | KIT Scientific Publishing |
| publisherStr | KIT Scientific Publishing |
| record_format | ojs |
| spelling | doab-20.500.12854ir-1698042025-12-03T05:07:57Z Anomaly detection for interoperable and modular operating room tables Puder, Andreas Medizinische Geräte Softwarearchitektur Anomalie-Erkennung Kalman-Filter maschinelles Lernen Sicherheit E/E-Architektur SOA Medical Devices Software Architecture Anomaly Detection Kalman Filter Machine Learning Safety Security E/E Architecture thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TJ Electronics and communications engineering Technologies that enable connectivity, interoperability and automation have the potential to increase the quality and efficiency of patient care. In this dissertation, the necessary adaptations to the software and E/E architectures of medical devices are examined using the example of operating tables. In addition, a special focus is placed on anomaly detection, for which a novel approach is presented that uses hybrid plausibility checks that combine data- and model-based algorithms. 2025-12-03T05:07:56Z 2025-12-03T05:07:56Z 2025-12-02T15:14:08Z 2025 book ONIX_20251202T160246_9783731514190_33 https://library.oapen.org/handle/20.500.12657/108925 9783731514190 https://directory.doabooks.org/handle/20.500.12854/169804 eng open access image/jpeg Attribution 4.0 International https://library.oapen.org/bitstream/20.500.12657/108925/1/9783731514190.pdf KIT Scientific Publishing KIT Scientific Publishing 10.5445/KSP/1000179373 10.5445/KSP/1000179373 68fffc18-8f7b-44fa-ac7e-0b7d7d979bd2 9783731514190 KIT Scientific Publishing 358 Karlsruhe, Germany open access |
| spellingShingle | Medizinische Geräte Softwarearchitektur Anomalie-Erkennung Kalman-Filter maschinelles Lernen Sicherheit E/E-Architektur SOA Medical Devices Software Architecture Anomaly Detection Kalman Filter Machine Learning Safety Security E/E Architecture thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TJ Electronics and communications engineering Puder, Andreas Anomaly detection for interoperable and modular operating room tables |
| title | Anomaly detection for interoperable and modular operating room tables |
| title_full | Anomaly detection for interoperable and modular operating room tables |
| title_fullStr | Anomaly detection for interoperable and modular operating room tables |
| title_full_unstemmed | Anomaly detection for interoperable and modular operating room tables |
| title_short | Anomaly detection for interoperable and modular operating room tables |
| title_sort | anomaly detection for interoperable and modular operating room tables |
| topic | Medizinische Geräte Softwarearchitektur Anomalie-Erkennung Kalman-Filter maschinelles Lernen Sicherheit E/E-Architektur SOA Medical Devices Software Architecture Anomaly Detection Kalman Filter Machine Learning Safety Security E/E Architecture thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TJ Electronics and communications engineering |
| topic_facet | Medizinische Geräte Softwarearchitektur Anomalie-Erkennung Kalman-Filter maschinelles Lernen Sicherheit E/E-Architektur SOA Medical Devices Software Architecture Anomaly Detection Kalman Filter Machine Learning Safety Security E/E Architecture thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TJ Electronics and communications engineering |
| url | ONIX_20251202T160246_9783731514190_33 |
| work_keys_str_mv | AT puderandreas anomalydetectionforinteroperableandmodularoperatingroomtables |