Sensor technology usage in orthopedic trauma

Merle, Géraldine; Miclau, Theodore; Parent-Harvey, Alexandre; Harvey, Edward J.

doi:10.1016/j.injury.2022.09.036

Cited by 10 publications

(10 citation statements)

References 57 publications

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“…This device could soon be available as a means of autoadministration for all servicemen and women, in addition to the French syrette of morphine, a 10-mg subcutaneous morphine dose provided in the combat first aid kit. 5 In conclusion, intranasal ketamine administration may be an effective way to improve analgesia in austere conditions. Although the TCCC guidelines already recommend this route, and the first results in the case series are encouraging, the literature on this topic is still lacking.…”

Section: The Intranasal Route For Ketamine Administration May Be a Si...mentioning

confidence: 95%

“…Internet of Things devices are now being used to enable remote health monitoring, in-hospital treatment, and guide therapies. 5 In conclusion, it is true that there is still much to be explored regarding artificial intelligence and ML especially in application to the medical field and, in this case, to emergencies and urgencies, but the path traced is promising to guarantee more and more clinical and therapeutic appropriateness for patients' health and health care professionals' safety. Moreover, the application of continuous advanced analysis systems to institutional, regional, national, and international data accrual systems may allow to answer to many unanswered issues in emergency surgery and trauma management.…”

mentioning

confidence: 99%

“…The Internet of Things now has a subset, which is the Internet of Medical Devices, and is becoming more and more important, which permits a much more in-depth dive into patient procedures and outcomes. Internet of Things devices are now being used to enable remote health monitoring, in-hospital treatment, and guide therapies 5 …”

mentioning

confidence: 99%

“…Internet of Things devices are now being used to enable remote health monitoring, in-hospital treatment, and guide therapies. 5 …”

mentioning

confidence: 99%

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Artificial intelligence may enhance emergency triage and management

Craca

Coccolini

Bignami

2023

J Trauma Acute Care Surg

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Section: The Intranasal Route For Ketamine Administration May Be a Si...mentioning

confidence: 95%

mentioning

confidence: 99%

mentioning

confidence: 99%

“…Internet of Things devices are now being used to enable remote health monitoring, in-hospital treatment, and guide therapies. 5 …”

mentioning

confidence: 99%

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Artificial intelligence may enhance emergency triage and management

Craca

Coccolini

Bignami

2023

J Trauma Acute Care Surg

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“…In addition, an interesting example of personalized medicine is the digital twin. Digital twin refers to the use of big data, sensor technology, and the internet of things to create a digital replication of living or nonliving things 162–166 (Table VI). Digital twin can be a virtual copy of human organs, tissues, cells, or microenvironment that constantly adjusts based on available online data and possesses the ability to predict the future of the real-life counterpart 163 .…”

Section: What's Next?mentioning

confidence: 99%

Enabling Personalized Medicine in Orthopaedic Surgery Through Artificial Intelligence

Huffman,

Pasqualini,

Khan

et al. 2024

JBJS Reviews

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» The application of artificial intelligence (AI) in the field of orthopaedic surgery holds potential for revolutionizing health care delivery across 3 crucial domains: (I) personalized prediction of clinical outcomes and adverse events, which may optimize patient selection, surgical planning, and enhance patient safety and outcomes; (II) diagnostic automated and semiautomated imaging analyses, which may reduce time burden and facilitate precise and timely diagnoses; and (III) forecasting of resource utilization, which may reduce health care costs and increase value for patients and institutions.» Computer vision is one of the most highly studied areas of AI within orthopaedics, with applications pertaining to fracture classification, identification of the manufacturer and model of prosthetic implants, and surveillance of prosthesis loosening and failure.» Prognostic applications of AI within orthopaedics include identifying patients who will likely benefit from a specified treatment, predicting prosthetic implant size, postoperative length of stay, discharge disposition, and surgical complications. Not only may these applications be beneficial to patients but also to institutions and payors because they may inform potential cost expenditure, improve overall hospital efficiency, and help anticipate resource utilization.» AI infrastructure development requires institutional financial commitment and a team of clinicians and data scientists with expertise in AI that can complement skill sets and knowledge. Once a team is established and a goal is determined, teams (1) obtain, curate, and label data; (2) establish a reference standard; (3) develop an AI model; (4) evaluate the performance of the AI model; (5) externally validate the model, and (6) reinforce, improve, and evaluate the model's performance until clinical implementation is possible.» Understanding the implications of AI in orthopaedics may eventually lead to wide-ranging improvements in patient care. However, AI, while holding tremendous promise, is not without methodological and ethical limitations that are essential to address. First, it is important to ensure external validity of programs before their use in a clinical setting. Investigators should maintain high quality data records and registry surveillance, exercise caution when evaluating others' reported AI applications, and increase transparency of the methodological conduct of current models to improve external validity and avoid propagating bias. By addressing these challenges and responsibly embracing the potential of AI, the medical field may eventually be able to harness its power to improve patient care and outcomes.

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Evolution of Musculoskeletal Electronics

Li,

Zhang,

Lyu

et al. 2024

Advanced Materials

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The musculoskeletal system, constituting the largest human physiological system, plays a critical role in providing structural support to the body, facilitating intricate movements, and safeguarding internal organs. By virtue of advancements in revolutionized materials and devices, particularly in the realms of motion capture, health monitoring, and postoperative rehabilitation, “musculoskeletal electronics” has actually emerged as an infancy area, but has not yet been explicitly proposed. In this review, we attempt to elucidate the concept of musculoskeletal electronics, and summarize the evolution history, representative progress and key strategies of the involved materials and state‐of‐the‐art devices. Therefore, we first introduce the fundamentals of musculoskeletal electronics and key functionality categories. Subsequently, we present recent advances in musculoskeletal electronics from the perspectives of “in‐vitro” to “in‐vivo” signal detection, interactive modulation, and therapeutic interventions for healing and recovery. Additionally, we propose nine strategies avenues for the development of advanced musculoskeletal electronic materials and devices. Finally, concise summaries and perspectives are proposed to highlight the directions that deserve focused attention in this booming field.This article is protected by copyright. All rights reserved

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Sensor technology usage in orthopedic trauma

Cited by 10 publications

References 57 publications

Artificial intelligence may enhance emergency triage and management

Artificial intelligence may enhance emergency triage and management

Enabling Personalized Medicine in Orthopaedic Surgery Through Artificial Intelligence

Evolution of Musculoskeletal Electronics

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