AIMC Topic: Orthopedic Procedures

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Preliminary research of bi-planar fluoroscopic positioning robot-assisted core decompression for osteonecrosis of the femoral head.

Asian journal of surgery Oct 9, 2021
Humans Osteonecrosis Orthopedic Procedures Decompression Robotics Femur Head Treatment Outcome
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Robotics in orthopaedic surgery: why, what and how?

Archives of orthopaedic and trauma surgery Jul 13, 2021
INTRODUCTION: Robotics applied to orthopedics has become an interesting topic both from the surgical point of view and the engineering one. The main goal of those systems is the enhancement of joint arthroplasty surgery, providing the robotic support...
Orthopedics Learning Curve Arthroplasty, Replacement, Knee Orthopedic Procedures Humans Robotics
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Wide range of applications for machine-learning prediction models in orthopedic surgical outcome: a systematic review.

Acta orthopaedica Jun 10, 2021
Background and purpose - Advancements in software and hardware have enabled the rise of clinical prediction models based on machine learning (ML) in orthopedic surgery. Given their growing popularity and their likely implementation in clinical practi...
Humans Neural Networks, Computer Predictive Value of Tests Orthopedic Procedures Machine Learning Clinical Decision-Making
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A robotized handheld smart tool for orthopedic surgery.

The international journal of medical robotics + computer assisted surgery : MRCAS Jun 5, 2021
BACKGROUND: Handheld surgical robots offer functionalities, such as active guidance, tremor suppression and force reflection, for surgeons to enhance their skill in manipulating surgical tools during medical intervention. In orthopedic surgery, the r...
Humans Motion Orthopedic Procedures Orthopedics Feedback Robotics Animals Robotic Surgical Procedures Swine
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Availability and reporting quality of external validations of machine-learning prediction models with orthopedic surgical outcomes: a systematic review.

Acta orthopaedica Apr 18, 2021
Background and purpose - External validation of machine learning (ML) prediction models is an essential step before clinical application. We assessed the proportion, performance, and transparent reporting of externally validated ML prediction models ...
Orthopedic Procedures Models, Statistical Validation Studies as Topic Humans Decision Support Techniques Treatment Outcome Machine Learning
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A Review on the Current Applications of Artificial Intelligence in the Operating Room.

Surgical innovation Feb 24, 2021
. Artificial intelligence (AI) is an era upcoming in medicine and, more recently, in the operating room (OR). Existing literature elaborates mainly on the future possibilities and expectations for AI in surgery. The aim of this study is to systematic...
Operating Rooms Artificial Intelligence Orthopedic Procedures Forecasting
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Real-time acoustic sensing and artificial intelligence for error prevention in orthopedic surgery.

Scientific reports Feb 17, 2021
In this work, we developed and validated a computer method capable of robustly detecting drill breakthrough events and show the potential of deep learning-based acoustic sensing for surgical error prevention. Bone drilling is an essential part of ort...
Orthopedics Bone and Bones Microscopy, Acoustic Orthopedic Procedures Artificial Intelligence Models, Biological Animals Cadaver Minimally Invasive Surgical Procedures Surgery, Computer-Assisted Image Processing, Computer-Assisted Humans
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Feed rate control in robotic bone drilling process.

Proceedings of the Institution of Mechanical Engineers. Part H, Journal of engineering in medicine Nov 24, 2020
The bone drilling process is characterised by various parameters, the most important of which are the feed rate (mm/s) and the drill speed (rpm). They highly reflect the final effects and results of the drilling process, such as mechanical and therma...
Robotics Robotic Surgical Procedures Orthopedic Procedures Orthopedics Bone and Bones Humans
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Artificial intelligence and machine learning in orthopedic surgery: a systematic review protocol.

Journal of orthopaedic surgery and research Oct 19, 2020
BACKGROUND: Artificial intelligence (AI) and machine learning (ML) are interwoven into our everyday lives and have grown enormously in some major fields in medicine including cardiology and radiology. While these specialties have quickly embraced AI ...
Animals Treatment Outcome Machine Learning Systematic Reviews as Topic Humans Orthopedic Procedures Algorithms Artificial Intelligence Forecasting
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Clinical predictive modelling of post-surgical recovery in individuals with cervical radiculopathy: a machine learning approach.

Scientific reports Oct 8, 2020
Prognostic models play an important role in the clinical management of cervical radiculopathy (CR). No study has compared the performance of modern machine learning techniques, against more traditional stepwise regression techniques, when developing ...
Orthopedic Procedures Neck Pain Radiculopathy Humans Models, Theoretical Prognosis Postoperative Period Male Recovery of Function Machine Learning Female Middle Aged Cervical Vertebrae Prospective Studies Adult
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