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Post-case analytics for robotic surgery coaching

이 언어의 본문은 아직 없어 영어로 보여 줍니다.

Robotic systems such as the da Vinci platform can store console time, instrument use, and in some setups video that a surgeon reviews after the case. Vendors present this as coaching and quality review. The surgeon still operates. Nothing in this card says that analytics lower complications. That would be a separate study of a defined program.

임상 현장

Operating rooms already using a robotic system, with review happening after the patient is out of the room, often in teaching conferences.

도구와 공급사

  • da Vinci robotic platform
  • Post-case reports

출처가 보고한 내용

No complication or learning-curve figure is stated. Vendor dashboards describe activity, not patient outcomes, unless a specific study says otherwise.

출처

Intuitive · 2025년 1월 15일 · 연도 2025

색인 추가일 2026년 6월 8일

출처 열기

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  • 수술
  • 사람이 개입

교육과 시장 탐색용 항목. 의학 조언도 추천도 아닙니다.

수술과 로봇

논문

Recognizing surgical phases in laparoscopic video

EndoNet, from Twinanda and colleagues, is a research network that recognizes surgical phases and instruments in laparoscopic cholecystectomy video. It was demonstrated on the public Cholec80 collection. The result is about whether a model can tell where a case is in its sequence. It is not evidence that video analysis reduces complications, and it is not a product cleared to guide a surgeon’s hands.

EndoNet · Cholec80

논문 · 2016사례 읽기

임상 의사결정 지원

논문

TREWS sepsis early warning on the inpatient ward

The Targeted Real-time Early Warning System (TREWS) watches the electronic record and asks a clinician to confirm or dismiss a possible sepsis alert. It was studied prospectively across five hospitals, not as a silent background score. The published association depends on a person acting on the alert within a few hours. It does not diagnose sepsis by itself.

TREWS · Bayesian Health

논문 · 2022사례 읽기

중환자 치료

예시

Suppressing non-actionable alarms in the ICU

This is an illustrative composite, not a trial report. A unit feeds monitor alarms through a second layer that withholds repeats already explained by motion, a loose lead, or a value the nurse just acknowledged. The bedside alarm for a new life-threatening rhythm still sounds. The point of the scenario is the governance question: who is allowed to silence what, and how a missed true alarm would be reviewed.

Multiparameter monitor · Local rules engine

병원 · 2026사례 읽기
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