Cargando…

Technical skill assessment in minimally invasive surgery using artificial intelligence: a systematic review

BACKGROUND: Technical skill assessment in surgery relies on expert opinion. Therefore, it is time-consuming, costly, and often lacks objectivity. Analysis of intraoperative data by artificial intelligence (AI) has the potential for automated technical skill assessment. The aim of this systematic rev...

Descripción completa

Detalles Bibliográficos
Autores principales:	Pedrett, Romina, Mascagni, Pietro, Beldi, Guido, Padoy, Nicolas, Lavanchy, Joël L.
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Springer US 2023
Materias:	Review Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10520175/ https://www.ncbi.nlm.nih.gov/pubmed/37584774 http://dx.doi.org/10.1007/s00464-023-10335-z

Ejemplares similares

Preserving privacy in surgical video analysis using a deep learning classifier to identify out-of-body scenes in endoscopic videos
por: Lavanchy, Joël L., et al.
Publicado: (2023)

ClipAssistNet: bringing real-time safety feedback to operating rooms
por: Aspart, Florian, et al.
Publicado: (2021)

Artificial Intelligence in Colorectal Cancer Surgery: Present and Future Perspectives
por: Quero, Giuseppe, et al.
Publicado: (2022)

Automation of surgical skill assessment using a three-stage machine learning algorithm
por: Lavanchy, Joël L., et al.
Publicado: (2021)

Author Correction: Automation of surgical skill assessment using a three-stage machine learning algorithm
por: Lavanchy, Joël L., et al.
Publicado: (2021)

Proposal and multicentric validation of a laparoscopic Roux-en-Y gastric bypass surgery ontology
por: Lavanchy, Joël L., et al.
Publicado: (2022)

Non-Technical Skill Assessment and Mental Load Evaluation in Robot-Assisted Minimally Invasive Surgery
por: Nagyné Elek, Renáta, et al.
Publicado: (2021)

Next in Surgical Data Science: Autonomous Non-Technical Skill Assessment in Minimally Invasive Surgery Training
por: Nagyné Elek, Renáta, et al.
Publicado: (2022)

Skill Acquisition, Assessment, and Simulation in Minimal Access Surgery: An Evolution of Technical Training in Surgery
por: Vergis, Ashley, et al.
Publicado: (2018)

Long-term results of laparoscopic versus open intraperitoneal onlay mesh incisional hernia repair: a propensity score-matched analysis
por: Lavanchy, Joël L., et al.
Publicado: (2018)

Computer vision in surgery: from potential to clinical value
por: Mascagni, Pietro, et al.
Publicado: (2022)

Artificial intelligence explainability: the technical and ethical dimensions
por: McDermid, John A., et al.
Publicado: (2021)

The role of non-technical skills in surgery
por: Agha, Riaz A., et al.
Publicado: (2015)

Effectiveness of telesimulation for pediatric minimally invasive surgery essential skills training
por: Falcioni, Alejandra Georgina, et al.
Publicado: (2022)

INFLUENCE OF MINIMALLY INVASIVE LAPAROSCOPIC EXPERIENCE SKILLS ON ROBOTIC SURGERY DEXTERITY
por: BELOTTO, Marcos, et al.
Publicado: (2021)

Optimizing the Operating Room Setup for Minimally Invasive Forefoot Surgery: Technical Tip
por: Lewis, Thomas L., et al.
Publicado: (2023)

Multi-task temporal convolutional networks for joint recognition of surgical phases and steps in gastric bypass procedures
por: Ramesh, Sanat, et al.
Publicado: (2021)

TRandAugment: temporal random augmentation strategy for surgical activity recognition from videos
por: Ramesh, Sanat, et al.
Publicado: (2023)

Artificial intelligence basics: a non-technical introduction
por: Taulli, Tom
Publicado: (2019)

Artificial intelligence in medicine: technical basis and clinical applications
por: Xing, Lei, et al.
Publicado: (2020)

Technical skills simulation in transplant surgery: a systematic review
por: Patnaik, R., et al.
Publicado: (2022)

Technical and Technological Skills Assessment in Laparoscopic Surgery
por: Sarker, Sudip K., et al.
Publicado: (2006)

Skills training in minimally invasive surgery in Dutch obstetrics and gynecology residency curriculum
por: Hiemstra, Ellen, et al.
Publicado: (2008)

Endoscopic Image-Based Skill Assessment in Robot-Assisted Minimally Invasive Surgery
por: Lajkó, Gábor, et al.
Publicado: (2021)

Minimally invasive swine spine surgery training: technical aspects, benefits, and anatomical limitations
por: Gotfryd, Alberto Ofenhejm, et al.
Publicado: (2022)

Machine learning for technical skill assessment in surgery: a systematic review
por: Lam, Kyle, et al.
Publicado: (2022)

The need for non-technical skills education in orthopedic surgery
por: Alzahrani, Khalid H., et al.
Publicado: (2023)

Mesh fixation to fascia during incisional hernia repair results in increased prevalence of pain at long-term follow up: a multicenter propensity score matched prospective observational study
por: Kohler, Andreas, et al.
Publicado: (2021)

Technical steps of open radical cystectomy and orthotopic neobladder to achieve the goals of “minimally invasive surgery”?
por: Shrinivas, R. P., et al.
Publicado: (2011)

Technical steps of open radical cystectomy and orthotopic neobladder to achieve the goals of “minimally invasive surgery”?
por: Mandhani, Anil, et al.
Publicado: (2010)

Use of transanal minimally invasive surgery for endoscopic resection of rectal tumour: a technical note
por: Sajid, Muhammad Shafique, et al.
Publicado: (2015)

Artificial intelligence in gastroenterology: Where are we heading?
por: Koleth, Glenn, et al.
Publicado: (2022)

Self-Mechanical Anal Dilatation: A Simple Trick to Minimize Postoperative Pain and Stenosis Following Hemorrhoidectomy With Radiofrequency
por: Eberspacher, Chiara, et al.
Publicado: (2021)

The effect of continuous at-home training of minimally invasive surgical skills on skill retention
por: Joosten, Maja, et al.
Publicado: (2022)

A Technical Review of Minimally Invasive Mitral Valve Replacements
por: Preston-Maher, Georgia L., et al.
Publicado: (2014)

Not-so-minimal for minimally invasive surgery
por: Ramesh, Arpitha, et al.
Publicado: (2022)

The Future of Capsule Endoscopy: The Role of Artificial Intelligence and Other Technical Advancements
por: Yang, Young Joo
Publicado: (2020)

Minimally invasive transoral robotic surgery for hiloparenchymal submandibular stone: Technical note on Flex Robotic System
por: Capaccio, Pasquale, et al.
Publicado: (2022)

Mitigating Spinal Cord Stimulator Lead Migration Complications in Minimally Invasive Spine Surgery: Technical Note
por: Walsh, John P, et al.
Publicado: (2022)

Minimally invasive surgery?
por: Chavarriaga, Alejandro, et al.
Publicado: (2018)

Cannot write session to /tmp/vufind_sessions/sess_rs4r6qnd48fqj1edsq6k5kqli1