[특허]Method for recognizing and identifying emergency situations in an anesthesia system by means of a self-organizing map

[미국특허] Method for recognizing and identifying emergency situations in an anesthesia system by means of a self-organizing map 원문보기

IPC분류정보
국가/구분	United States(US) Patent 등록
국제특허분류(IPC7판)	A61B-005/00
출원번호	US-0217889 (1994-03-25)
우선권정보	FI-0001348 (1993-03-26)
발명자 / 주소	Vapola Mauri (Espoo FIX) Merilainen Pekka (Helsinki FIX)
출원인 / 주소	Instrumentarium, Oy (Helsinki FIX 03)
인용정보	피인용 횟수 : 35 인용 특허 : 4

초록 ▼

A method for recognizing and identifying emergency situations in an anesthesia system measures a plurality of variables associated with an anesthesia delivery, the measurement values of said measured variables are formed into pattern vectors characterizing the instantaneous states of the system, the system is trained prior to the actual measurement situation with a reference material comprising pattern vectors corresponding to actual situations, and on the basis of measured pattern vectors corresponding to actual situations, and on the basis of measured pattern vectors and trained material, the emergency situations are recognized and possibly identified. The reference material is trained to the system using self-organizing maps, and the pattern vectors formed from the measurement results are compared with weight vectors (m1) of the self-organizing map to recognize and identify the emergency situations.

대표청구항 ▼

A method for recognizing and identifying emergency situations in an anesthesia system comprising: a) measuring a plurality of variables associated with an anesthesia delivery to produce measurement values associated therewith, b) forming the measurement values of said measured variables into pattern vectors characterizing instantaneous states of the system, c) providing a emergency identifying self organizing map; d) training the emergency identifying self organizing map, prior to an actual measurement situation, by providing reference material comprising pattern vectors corresponding to actual situations, the pattern vectors being arranged in said self organizing map as weight vectors, each weight vector representing a particular combination of system parameters representing an actual condition, and e) comparing the pattern vectors formed from the measurement results with weight vectors (m1) of the emergency identifying self-organizing map to recognize and identify emergency situations.

이 특허에 인용된 특허 (4) 인용/피인용 타임라인 분석

Russell I. Jon (San Antonio TX) Carlson Thomas C. (San Antonio TX) Vipraio Gilbert A. (San Antonio TX), Device for non-invasive diagnosis and monitoring of articular and periarticular pathology.
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Schreiber Joachim M. (Harleysville PA), Interlock for oxygen saturation monitor anesthesia apparatus.
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Ripley Kenneth L. (Chesterfield MO) Kaplan Daniel T. (Montreal CAX), Method and apparatus for ECG signal analysis and cardiac arrhythmia detection.
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이 특허를 인용한 특허 (35) 인용/피인용 타임라인 분석

Tigerstedt, Erik Wilhelm Severin, Anaesthesia machine arrangement and a method in connection with an anaesthesia machine arrangement.
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Eklund, Ove; Bergfalk, Henrik; Hedner, Jan Anders; Knagenhjelm, Hans Petter, Auto CPAP.
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Iliff, Edwin C., Disease management system and health assessment method.
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Iliff, Edwin C, Disease management system and method.
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Iliff, Edwin C., Disease management system and method including medication therapy self-management.
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Iliff, Edwin C., Disease management system and method including permission database.
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Iliff, Edwin C., Disease management system and method including significant symptom filtering.
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Iliff, Edwin C., Disease management system and method including therapeutic alterations permission level.
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Iliff, Edwin C., Disease management system operating on a network.
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Hickle, Randall S.; Derouen, Jason, Fail-safe module integral with a sedation and analgesia system and method.
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Hickle, Randall S.; Derouen, Jason, Fail-safe module integral with a sedation and analgesia system and method.
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Banner, Michael J.; Blanch, Paul B.; Euliano, Neil R.; Principe, Jose C., Medical ventilator and method of controlling same.
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Banner,Michael J.; Blanch,Paul B.; Euliano,Neil R.; Principe,Jose C., Medical ventilator and method of controlling same.
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Berthon-Jones, Michael, Method and apparatus for providing ventilatory assistance.
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Tremblay, Gilles J.; Berriah, Said; Brillon, David; Guena, Thierry, Method and system for acquisition, monitoring, display and diagnosis of operational parameters of electrolyzers.
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Wekell, William; Bevins, Ken; Koenig, Robert Boyer, Trending display of patient wellness.
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Banner, Michael J.; Blanch, Paul B.; Euliano, Neil R.; Principe, Jose C., Ventilator monitor system and method of using same.
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Banner,Michael J.; Euliano, II,Neil Russell; Principe,Jose C.; Blanch,Paul B., Ventilator monitor system and method of using same.
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[미국특허] Method for recognizing and identifying emergency situations in an anesthesia system by means of a self-organizing map 원문보기