Improvement of Machine Learning-Based Prediction of Pedicle Screw Stability in Laser Resonance Frequency Analysis via Data Augmentation from Micro-CT Images

To prevent pedicle screw implant failure, a diagnostic technique that allows surgeons to evaluate implant stability easily, quickly, and quantitatively in clinical orthopedic situations is required. This study aimed to predict the insertion torque equivalent to laboratory-level evaluation accuracy....

Cijeli opis

Bibliografski detalji

Glavni autori:	Katsuhiro Mikami, Mitsutaka Nemoto, Akihiro Ishinoda, Takeo Nagura, Masaya Nakamura, Morio Matsumoto, Daisuke Nakashima
Format:	Artigo
Jezik:	Inglês
Izdano:	MDPI AG 2023-08-01
Serija:	Applied Sciences
Teme:	laser resonance frequency vibration orthopedic implant pedicle screw computed tomography
Online pristup:	https://www.mdpi.com/2076-3417/13/15/9037
Oznake:	Dodaj oznaku Bez oznaka, Budi prvi tko označuje ovaj zapis!