SynthesisSensors (Basel, Switzerland)2022
The Advances in Computer Vision That Are Enabling More Autonomous Actions in Surgery: A Systematic Review of the Literature.
Synthesis in Sensors (Basel, Switzerland), 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 18 papers, 1 of them a synthesis that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
18 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Clear Vision, Clear Savings: Enhancing Efficiency in Minimally Invasive Surgery.JSLS : Journal of the Society of Laparoendoscopic SurgeonsPooled it
- Artificial Intelligence-Assisted Surgical Scene Recognition: A Comparative Study Among Health Care Professionals.Annals of surgery · 2026Article
- Artificial intelligence in emergency surgery: a scoping review within the artificial intelligence in emergency and trauma surgery (ARIES) project.World journal of emergency surgery : WJES · 2026Article
- The impact of AI on modern oncology from early detection to personalized cancer treatment.NPJ precision oncology · 2026Review
- Automatic calibration of a multi-camera system with limited overlapping fields of view for 3D surgical scene reconstruction.International journal of computer assisted radiology and surgery · 2026Article
- Real-time multicenter semantic segmentation for laparoscopic gastrectomy: development, external validation and operating room deployment of an AI navigation system.Military Medical Research · 2026Article
- CT-guided three-dimensional reconstruction with predictive modeling for personalized esophageal anastomosis in type C esophageal atresia.Frontiers in surgery · 2026Article
- Study - International multicentric minimally invasive liver resection (SIMMILR-4) : a comparison of conventional, digitally enhanced and collaborative robotic with Tele-robotic laparoscopic surgery for colorectal liver metastases.Journal of robotic surgery · 2025Article
- Clinical validation of an AI-assisted system for real-time kidney stone detection during flexible ureteroscopic surgery.NPJ digital medicine · 2025Article
- Optimizing intraoperative AI: evaluation of YOLOv8 for real-time recognition of robotic and laparoscopic instruments.Journal of robotic surgery · 2025Article
- Hyperspectral imaging in neurosurgery: a review of systems, computational methods, and clinical applications.Journal of biomedical optics · 2025Review
- Knowledge, attitudes and practices of using Indocyanine Green (ICG) fluorescence in emergency surgery: an international web-based survey in the ARtificial Intelligence in Emergency and trauma Surgery (ARIES)-WSES project.Updates in surgery · 2024Article
- A surgical activity model of laparoscopic cholecystectomy for co-operation with collaborative robots.Surgical endoscopy · 2024Article
- Using Computer Vision to Detect E-cigarette Content in TikTok Videos.Nicotine & tobacco research : official journal of the Society for Research on Nicotine and Tobacco · 2024Article
- On-Device Execution of Deep Learning Models on HoloLens2 for Real-Time Augmented Reality Medical Applications.Sensors (Basel, Switzerland) · 2023Article
- Process model analysis of parenchyma sparing laparoscopic liver surgery to recognize surgical steps and predict impact of new technologies.Surgical endoscopy · 2023Article
- Innovations in surgical training: exploring the role of artificial intelligence and large language models (LLM).Revista do Colegio Brasileiro de Cirurgioes · 2023Article
- Survival Study: International Multicentric Minimally Invasive Liver Resection for Colorectal Liver Metastases (SIMMILR-2).Cancers · 2022Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
10 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
This is a review focused on advances and current limitations of computer vision (CV) and how CV can help us obtain to more autonomous actions in surgery. It is a follow-up article to one that we previously published in
Indexed as
Identifiers
What Socratic holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.