Cargando…
Predicting pneumonia during hospitalization in flail chest patients using machine learning approaches
OBJECTIVE: Pneumonia is a common pulmonary complication of flail chest, causing high morbidity and mortality rates in affected patients. The existing methods for identifying pneumonia have low accuracy, and their use may delay antimicrobial therapy. However, machine learning can be combined with ele...
Autores principales: | Song, Xiaolin, Li, Hui, Chen, Qingsong, Zhang, Tao, Huang, Guangbin, Zou, Lingyun, Du, Dingyuan |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2023
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9852626/ https://www.ncbi.nlm.nih.gov/pubmed/36684357 http://dx.doi.org/10.3389/fsurg.2022.1060691 |
Ejemplares similares
-
Systematic review of systematic reviews for effectiveness of internal fixation for flail chest and rib fractures in adults
por: Ingoe, Helen MA, et al.
Publicado: (2019) -
Cardiopulmonary Resuscitation-Induced Hardware Failure After Surgical Stabilization of Flail Chest
por: Head, William T, et al.
Publicado: (2021) -
Quality of life and clinical outcomes of operatively treated patients with flail chest injuries: A multicentre prospective cohort study
por: Hoepelman, Ruben J., et al.
Publicado: (2023) -
Multicentre prospective cohort study of nonoperative versus operative treatment for flail chest and multiple rib fractures after blunt thoracic trauma: study protocol
por: Beks, Reinier B, et al.
Publicado: (2019) -
3D-printed external fixation guide combined with video-assisted thoracoscopic surgery for the treatment of flail chest: a technical report and case series
por: Hu, Meng, et al.
Publicado: (2023)