Artificial Intelligence in Urologic Robotic Oncologic Surgery: A Narrative Review.
Themistoklis BellosIoannis ManolitsisStamatios KatsimperisPatrick Juliebø-JonesGeorgios FeretzakisIraklis C MitsogiannisIoannis VarkarakisBhaskar Kumar SomaniLazaros TzelvesPublished in: Cancers (2024)
With the rapid increase in computer processing capacity over the past two decades, machine learning techniques have been applied in many sectors of daily life. Machine learning in therapeutic settings is also gaining popularity. We analysed current studies on machine learning in robotic urologic surgery. We searched PubMed/Medline and Google Scholar up to December 2023. Search terms included "urologic surgery", "artificial intelligence", "machine learning", "neural network", "automation", and "robotic surgery". Automatic preoperative imaging, intraoperative anatomy matching, and bleeding prediction has been a major focus. Early artificial intelligence (AI) therapeutic outcomes are promising. Robot-assisted surgery provides precise telemetry data and a cutting-edge viewing console to analyse and improve AI integration in surgery. Machine learning enhances surgical skill feedback, procedure effectiveness, surgical guidance, and postoperative prediction. Tension-sensors on robotic arms and augmented reality can improve surgery. This provides real-time organ motion monitoring, improving precision and accuracy. As datasets develop and electronic health records are used more and more, these technologies will become more effective and useful. AI in robotic surgery is intended to improve surgical training and experience. Both seek precision to improve surgical care. AI in ''master-slave'' robotic surgery offers the detailed, step-by-step examination of autonomous robotic treatments.
Keyphrases
- artificial intelligence
- machine learning
- minimally invasive
- big data
- robot assisted
- deep learning
- coronary artery bypass
- electronic health record
- neural network
- healthcare
- palliative care
- surgical site infection
- physical activity
- high resolution
- patients undergoing
- coronary artery disease
- systematic review
- skeletal muscle
- acute coronary syndrome
- percutaneous coronary intervention
- single cell
- pain management
- high speed
- atrial fibrillation
- loop mediated isothermal amplification