2024
DOI: 10.1016/j.matdes.2024.112850
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Titanium-Based alloys and composites for orthopedic implants Applications: A comprehensive review

Walaa Abd-Elaziem,
Moustafa A. Darwish,
Atef Hamada
et al.
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Cited by 51 publications
(3 citation statements)
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“…This capability empowers machines to discern patterns and correlations within datasets, granting them valuable technical utility. 276–280 It has rapidly evolved from being a concept in science fiction to an integral part of everyday life. It plays a fundamental role in various sectors, including self-driving cars, 281 the energy sector, 282 chemical science, 283 web chats, 284 spam filters, 285 material science, 286 and face recognition.…”
Section: Applications Of Machine Learning In the Nanosensors Fieldmentioning
confidence: 99%
“…This capability empowers machines to discern patterns and correlations within datasets, granting them valuable technical utility. 276–280 It has rapidly evolved from being a concept in science fiction to an integral part of everyday life. It plays a fundamental role in various sectors, including self-driving cars, 281 the energy sector, 282 chemical science, 283 web chats, 284 spam filters, 285 material science, 286 and face recognition.…”
Section: Applications Of Machine Learning In the Nanosensors Fieldmentioning
confidence: 99%
“…The hazard of bacterial infections from implantable medical devices during clinical treatment is quite difficult to avoid [1], and can even be directly described as a fatal threat to patients. Medical titanium (Ti) and its alloys have been widely recognized for the clinical application of implants in orthopedics and dentistry due to their considerable chemical inertness, favorable mechanical properties, and excellent biocompatibility [2][3][4], but the problem of bacterial infections associated with their preand post-operative periods threatens their successful operation to a great extent, and the infections frequently manifest themselves in the localized pain and postponed healing [5], which can cause additional disturbances and economic losses to the patients and their families. In the past, the utilization of antibiotics for the treatment of bacterial infections arising from implants has obtained satisfactory results, but the abuse of antibiotics has also caused a variety of negative effects, such as the emergence of bacterial drug resistance and rapid bacterial evolution and mutation, etc., which have significantly diminished the efficacy of antibiotics [6,7].…”
Section: Introductionmentioning
confidence: 99%
“…In this regard, multifunctional nanomaterials' platform has drawn tremendous attention in recent years to defend against pathogenic bacterial infections, owing to their distinctive physicochemical properties including a quantum size effect and high specific surface area, superior antibacterial efficiency, lower bacterial drug resistance, and biocompatibility [2,8]. The nanomaterials' modification of Ti implants showed promising potential for improving the antibacterial performance.…”
Section: Introductionmentioning
confidence: 99%