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Orthopedic Procedures

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Supervised machine learning and associated algorithms: applications in orthopedic surgery.

Knee surgery, sports traumatology, arthroscopy : official journal of the ESSKA
Supervised learning is the most common form of machine learning utilized in medical research. It is used to predict outcomes of interest or classify positive and/or negative cases with a known ground truth. Supervised learning describes a spectrum of...

A practical guide to the development and deployment of deep learning models for the Orthopedic surgeon: part I.

Knee surgery, sports traumatology, arthroscopy : official journal of the ESSKA
Deep learning has a profound impact on daily life. As Orthopedics makes use of this rapid escalation in technology, Orthopedic surgeons will need to take leadership roles on deep learning projects. Moreover, surgeons must possess an understanding of ...

Robotic Technology in Foot and Ankle Surgery: A Comprehensive Review.

Sensors (Basel, Switzerland)
Recent developments in robotic technologies in the field of orthopaedic surgery have largely been focused on higher volume arthroplasty procedures, with a paucity of attention paid to robotic potential for foot and ankle surgery. The aim of this pape...

[Computer-assisted procedures in orthopedics and trauma surgery-Where do we stand?].

Chirurgie (Heidelberg, Germany)
Computer-assisted procedures are becoming increasingly more relevant in orthopedics and trauma surgery. The data situation on these systems has improved in recent years but still has a low level of evidence. In particular, data on short-term or mediu...

A review of advances in image-guided orthopedic surgery.

Physics in medicine and biology
Orthopedic surgery remains technically demanding due to the complex anatomical structures and cumbersome surgical procedures. The introduction of image-guided orthopedic surgery (IGOS) has significantly decreased the surgical risk and improved the op...

[Development of a planned and monitoring robotic assistance and automation for application in orthopedics and trauma surgery].

Chirurgie (Heidelberg, Germany)
Robot-assisted surgery offers many advantages with respect to precision and facilitation in medicine, whereby the physician controls the system externally by guiding the movement of the robot during the operation. Despite training and experience, ope...

Global research status and trends in orthopaedic surgical robotics: a bibliometric and visualisation analysis study.

Journal of robotic surgery
This study aimed to investigate and summarise the current state of research and trends in orthopaedic surgical robots. Data on publicly available publications related to orthopaedic surgical robots were extracted by abstract searches of the Web of Sc...

Platform for investigating continuum manipulator behavior in orthopedics.

International journal of computer assisted radiology and surgery
PURPOSE: The use of robotic continuum manipulators has been proposed to facilitate less-invasive orthopedic surgical procedures. While tools and strategies have been developed, critical challenges such as system control and intra-operative guidance a...