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Artificial intelligence in wound care: diagnosis, assessment and treatment of hard-to-heal wounds: a narrative review
Objective: The effective assessment of wounds, both acute and hard-to-heal, is an important
component in the delivery by wound care practitioners of efficacious wound care for patients …
component in the delivery by wound care practitioners of efficacious wound care for patients …
[HTML][HTML] Automated Identification of Postoperative Infections to Allow Prediction and Surveillance Based on Electronic Health Record Data: Sco** Review
SL van der Meijden, AM van Boekel… - JMIR medical …, 2024 - medinform.jmir.org
Background: Postoperative infections remain a crucial challenge in health care, resulting in
high morbidity, mortality, and costs. Accurate identification and labeling of patients with …
high morbidity, mortality, and costs. Accurate identification and labeling of patients with …
Development of machine learning models for the detection of surgical site infections following total hip and knee arthroplasty: a multicenter cohort study
Background Population based surveillance of surgical site infections (SSIs) requires precise
case-finding strategies. We sought to develop and validate machine learning models to …
case-finding strategies. We sought to develop and validate machine learning models to …
Prediction of postoperative infectious complications in elderly patients with colorectal cancer: a study based on improved machine learning
Y Tian, R Li, G Wang, K Xu, H Li, L He - BMC Medical Informatics and …, 2024 - Springer
Background Infectious complications after colorectal cancer (CRC) surgery increase
perioperative mortality and are significantly associated with poor prognosis. We aimed to …
perioperative mortality and are significantly associated with poor prognosis. We aimed to …
Using artificial intelligence to reduce orthopedic surgical site infection surveillance workload: Algorithm design, validation, and implementation in 4 Spanish hospitals
Á Flores-Balado, CC Méndez, AH González… - American Journal of …, 2023 - Elsevier
Background Surgical site infection (SSI) surveillance is a labor-intensive endeavor. We
present the design and validation of an algorithm for SSI detection after hip replacement …
present the design and validation of an algorithm for SSI detection after hip replacement …
Brave new world: Leveraging artificial intelligence for advancing healthcare epidemiology, infection prevention, and antimicrobial stewardship
Artificial intelligence (AI) in medicine is pervasive and quickly expanding. AI refers to
creating intelligent machines that can perform tasks that typically require human intelligence …
creating intelligent machines that can perform tasks that typically require human intelligence …
Systematic evaluation of machine learning models for postoperative surgical site infection prediction
AM van Boekel, SL van der Meijden, SM Arbous… - PloS one, 2024 - journals.plos.org
Background Surgical site infections (SSIs) lead to increased mortality and morbidity, as well
as increased healthcare costs. Multiple models for the prediction of this serious surgical …
as increased healthcare costs. Multiple models for the prediction of this serious surgical …
Development and validation of artificial intelligence models for early detection of postoperative infections (PERISCOPE): a multicentre study using electronic health …
SL van der Meijden, AM van Boekel… - The Lancet Regional …, 2025 - thelancet.com
Background Postoperative infections significantly impact patient outcomes and costs,
exacerbated by late diagnoses, yet early reliable predictors are scarce. Existing artificial …
exacerbated by late diagnoses, yet early reliable predictors are scarce. Existing artificial …
An explainable long short-term memory network for surgical site infection identification
Background Currently, surgical site infection surveillance relies on labor-intensive manual
chart review. Recently suggested solutions involve machine learning to identify surgical site …
chart review. Recently suggested solutions involve machine learning to identify surgical site …
Revolutionizing antimicrobial stewardship, infection prevention, and public health with artificial intelligence: the middle path
AR Marra, BJ Langford, P Nori… - … Stewardship & Healthcare …, 2023 - cambridge.org
Artificial intelligence (AI) is the defining technology of our generation, effectively hacking the
operating system of our civilization. 1 The rapid expansion of AI in medicine holds great …
operating system of our civilization. 1 The rapid expansion of AI in medicine holds great …