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Operational framework and training standard requirements for AI‐empowered robotic surgery
34
Zitationen
14
Autoren
2019
Jahr
Abstract
We recommend "a procedure/skill template" for teaching AI that can be used by a surgeon. Similar existing methodologies show that when such a metric-based approach is used for training surgeons, cardiologists, and anesthetists, it results in a >40% error reduction in objectively assessed intraoperative procedures. The integration of Explainable AI and ML, and novel tissue characterization sensorics to tele-operated robotic-assisted procedures with medical imaged cadavers, provides robotic guidance and refines tissue classifications at a molecular level.
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Autoren
Institutionen
- Hospital das Clínicas da Faculdade de Medicina da Universidade de São Paulo(BR)
- Johns Hopkins University(US)
- Medical University of Graz(AT)
- University of Pittsburgh(US)
- Munich School of Philosophy(DE)
- Ludwig-Maximilians-Universität München(DE)
- Université d'Artois(FR)
- Leiden University Medical Center(NL)
- Wirral University Teaching Hospital NHS Foundation Trust(GB)
- Otto-von-Guericke University Magdeburg(DE)
- Imperial College London(GB)
- University of Würzburg(DE)
- Universität Hamburg(DE)
- BG Group (United Kingdom)(GB)
- University of Chester(GB)
- University of Ulster(GB)
- ORSI Academy(BE)