ReviewIndian journal of orthopaedics2020
Artificial Intelligence and Machine Learning: A New Disruptive Force in Orthopaedics.
Review in Indian journal of orthopaedics, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 20 papers, 2 of them syntheses 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
20 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- Applications of artificial intelligence in the field of oral and maxillofacial pathology: a systematic review and meta-analysis.BMC oral health · 2024Pooled it
- [Application and prospect of machine learning in orthopaedic trauma].Zhongguo xiu fu chong jian wai ke za zhi = Zhongguo xiufu chongjian waike zazhi = Chinese journal of reparative and reconstructive surgery · 2023Pooled it
- Leveraging data to transform surgical outcomes and precision in orthopaedics.Journal of clinical orthopaedics and trauma · 2025Review
- Revolutionizing Orthopedics through Integration of Artificial Intelligence and 3D Printing for Enhanced Patient Care.Indian journal of orthopaedics · 2025Review
- Use of Artificial Intelligence on Imaging and Preoperatory Planning of the Knee Joint: A Scoping Review.Medicina (Kaunas, Lithuania) · 2025Article
- Application of Artificial Intelligence in Shoulder Pathology.Diagnostics (Basel, Switzerland) · 2024Review
- A review of Smart future of healthcare in the digital age to improve Quality of orthopaedic patient care in metaverse called: The Healthverse!!Journal of clinical orthopaedics and trauma · 2024Article
- A Scientometric Worldview of Artificial Intelligence in Musculoskeletal Diseases Since the 21st Century.Journal of multidisciplinary healthcare · 2024Review
- Robotic-assisted systems for the safe and reliable treatment of femoral neck fractures: retrospective cohort study.Journal of orthopaedic surgery and research · 2023Article
- Challenges of Integrating New Technologies for Orthopedic Doctors to Face up to Difficulties during the Pandemic Era.Healthcare (Basel, Switzerland) · 2023Article
- The Brave New World of Arthroplasty Needs Both 'Deep Learning' and 'Deep Listening'.Indian journal of orthopaedics · 2023Article
- ChatGPT in orthopedics: a narrative review exploring the potential of artificial intelligence in orthopedic practice.Frontiers in surgery · 2023Review
- Will technology drive orthopaedic surgery in the future?International orthopaedics · 2022Article
- Evaluation of artificial intelligence models for osteoarthritis of the knee using deep learning algorithms for orthopedic radiographs.World journal of orthopedics · 2022Article
- Innovation in Orthopaedics: Part 2-How to Translate Ideas and Research into Clinical Practice.Current reviews in musculoskeletal medicine · 2022Review
- Artificial intelligence (AI) acceptance in primary care during the coronavirus pandemic: What is the role of patients' gender, age and health awareness? A two-phase pilot study.Frontiers in public health · 2022Article
- Machine learning in orthopaedic surgery.World journal of orthopedics · 2021Review
- Real-time acoustic sensing and artificial intelligence for error prevention in orthopedic surgery.Scientific reports · 2021Article
- A narrative review of machine learning as promising revolution in clinical practice of scoliosis.Annals of translational medicine · 2021Review
- [Digital OR].Der Unfallchirurg · 2020Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
5 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Orthopaedics as a surgical discipline requires a combination of good clinical acumen, good surgical skill, a reasonable physical strength and most of all, good understanding of technology. The last few decades have seen rapid adoption of new technologies into orthopaedic practice, power tools, new implants, CAD-CAM design, 3-D printing, additive manufacturing just to name a few. The new disruption in orthopaedics in the current time and era is undoubtedly the advent of artificial intelligence and robotics. As these technologies take root and innovative applications continue to be incorporated into the main-stream orthopedics, as we know it today, it is imperative to look at and understand the basics of artificial intelligence and what work is being done in the field today. This article takes the form of a loosely structured narrative review and will introduce the reader to key concepts in the field of artificial intelligence as well as some of the directions in application of the same in orthopaedics. Some of the recent work has been summarised and we present our viewpoint at the conclusion as to why we must consider artificial intelligence as a disrupting positive influence on orthopaedic surgery.
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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 OpenQuestion graph.