Cargando…

Predicting the risk of inappropriate depth of endotracheal intubation in pediatric patients using machine learning approaches

Endotracheal tube (ET) misplacement is common in pediatric patients, which can lead to the serious complication. It would be helpful if there is an easy-to-use tool to predict the optimal ET depth considering in each patient’s characteristics. Therefore, we plan to develop a novel machine learning (...

Descripción completa

Detalles Bibliográficos
Autores principales:	Shim, Jae-Geum, Lee, Eun Kyung, Oh, Eun Jung, Cho, Eun-Ah, Park, Jiyeon, Lee, Jun-Ho, Ahn, Jin Hee
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Nature Publishing Group UK 2023
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10057688/ https://www.ncbi.nlm.nih.gov/pubmed/36991074 http://dx.doi.org/10.1038/s41598-023-32122-5

Ejemplares similares

Machine learning model for predicting the optimal depth of tracheal tube insertion in pediatric patients: A retrospective cohort study
por: Shim, Jae-Geum, et al.
Publicado: (2021)

Patient-specific depth of endotracheal intubation-from anthropometry to the Touch and Read Method
por: Oh, Saecheol, et al.
Publicado: (2016)

Ambiguous pediatric endotracheal tube intubation depth markings: a need for standardization
por: Singh, Neha, et al.
Publicado: (2019)

Tracheal Laceration Related to Endotracheal Intubation
por: Kim, Sun-Woo, et al.
Publicado: (2014)

Application of the dynamic needle tip positioning method for ultrasound-guided arterial catheterization in elderly patients: A randomized controlled trial
por: Shim, Jae-Geum, et al.
Publicado: (2022)

The effect of tulobuterol patches on the respiratory system after endotracheal intubation
por: Lee, Do-Won, et al.
Publicado: (2017)

Oxygen reserve index guided fraction of inspired oxygen titration to reduce hyperoxemia during laparoscopic gastrectomy: A randomized controlled trial
por: Ahn, Jin Hee, et al.
Publicado: (2022)

Defining the learning curve for endotracheal intubation in the emergency department
por: Lee, Gun Tak, et al.
Publicado: (2022)

Prediction of the mid-tracheal level using surface anatomical landmarks in adults: Clinical implication of endotracheal tube insertion depth
por: Jang, Young-Eun, et al.
Publicado: (2017)

Effect of a single dose of esmolol on the bispectral index to endotracheal intubation during desflurane anesthesia
por: Choi, Eun Mi, et al.
Publicado: (2013)

Machine learning for prediction of postoperative nausea and vomiting in patients with intravenous patient-controlled analgesia
por: Shim, Jae-Geum, et al.
Publicado: (2022)

Machine Learning Approaches to Predict Chronic Lower Back Pain in People Aged over 50 Years
por: Shim, Jae-Geum, et al.
Publicado: (2021)

Inappropriate elevation of bispectral index values in robot assisted thyroidectomy with electromyographic endotracheal tube -A case report-
por: Kang, Mae-Hwa, et al.
Publicado: (2011)

Unanticipated difficult endotracheal intubation due to an undiagnosed pharyngeal web
por: Oh, Jong In, et al.
Publicado: (2013)

Ideal Depth of Endotracheal Intubation at the Vocal Cord Level in Pediatric Patients Considering Racial Differences in Tracheal Length
por: Yamamoto, Tomohiro, et al.
Publicado: (2022)

The sniffing position facilitated easier light wand guided endotracheal intubation compared with the neutral position with chin-lift
por: Kim, Gunn Hee, et al.
Publicado: (2023)

Incidence and risk factors of postoperative sore throat after endotracheal intubation in Korean patients
por: Lee, Jin Young, et al.
Publicado: (2017)

Analysis of endotracheal intubation-related judicial precedents in South Korea
por: Cho, Hye-Yeon, et al.
Publicado: (2021)

Unexpected Pulmonary Events during Endotracheal Intubation in a Pediatric Patient
por: Park, Hue Jung, et al.
Publicado: (2017)

Endotracheal intubation in the ICU
por: Lapinsky, Stephen E.
Publicado: (2015)

Endotracheal Intubation Versus No Endotracheal Intubation During Cardiopulmonary Arrest in the Emergency Department
por: Bakhsh, Abdullah, et al.
Publicado: (2021)

Text Mining Approaches to Analyze Public Sentiment Changes Regarding COVID-19 Vaccines on Social Media in Korea
por: Shim, Jae-Geum, et al.
Publicado: (2021)

Factors Associated with the Underuse of Sedatives and Neuromuscular Blocking Agents for Pediatric Emergency Endotracheal Intubation in Korea
por: Lee, Jeong-Yong, et al.
Publicado: (2022)

Association between Body Composition and Chronic Low Back Pain in Korean Adults Aged over 50 Years: The Korea National Health and Nutrition Examination Survey (KNHANES) 2010–2011
por: Shim, Jae-Geum, et al.
Publicado: (2023)

Endotracheal intubation in rabbits using a video laryngoscope with a modified blade
por: Kim, Yujin, et al.
Publicado: (2022)

Micropipette tip intubation in rats as a replacement for conventional endotracheal tube intubation
por: Kim, Myung-Good, et al.
Publicado: (2023)

Geospatial Analysis of Pediatric EMS Run Density and Endotracheal Intubation
por: Hansen, Matthew, et al.
Publicado: (2016)

Meta-Analysis of Failure of Prehospital Endotracheal Intubation in Pediatric Patients
por: Rodríguez, Jhon Jairo, et al.
Publicado: (2020)

Gastric emptying of preoperative carbohydrate in elderly assessed using gastric ultrasonography: A randomized controlled study
por: Jeong, Jae Yong, et al.
Publicado: (2021)

Endotracheal intubation using a fiberoptic bronchoscope and laryngeal mask airway in ICU
por: Chung, Eun Yong, et al.
Publicado: (2012)

Unexpected Tension Pneumothorax after Double-Lumen Endotracheal Intubation in Patients with Pulmonary Edema: A Case Report
por: Baek, Jongyoon, et al.
Publicado: (2023)

The usefulness of endotracheal tube twisting in facilitating tube delivery to glottis opening during GlideScope intubation in infants: randomized trial
por: Min, Jeong Jin, et al.
Publicado: (2020)

Repeated endotracheal tube cuff tears during nasotracheal intubation due to nasal cavity orthodontic micro-implant - A case report -
por: Seo, Su Hyun, et al.
Publicado: (2021)

Remifentanil or Alfentanil for Endotracheal Intubation
por: Bilotta, Federico, et al.
Publicado: (2012)

Videolaryngoscopes: not only for endotracheal intubation
por: Araz, Coşkun, et al.
Publicado: (2021)

Impact of Personal Protective Equipment on the First-Pass Success of Endotracheal Intubation in the ED: A Propensity-Score-Matching Analysis
por: Choi, Jeonghyun, et al.
Publicado: (2021)

Evaluation of ultrasound-guided erector spinae plane block for postoperative management of video-assisted thoracoscopic surgery: a prospective, randomized, controlled clinical trial
por: Shim, Jae-Geum, et al.
Publicado: (2020)

Endotracheal Intubation Using a Direct Laryngoscope and the Protective Performances of Respirators: A Randomized Trial
por: Lim, Taeho, et al.
Publicado: (2017)

The median effective effect-site concentration of remifentanil for minimizing the cardiovascular changes to endotracheal intubation during desflurane anesthesia in pediatric patients
por: Kim, Eun-Jung, et al.
Publicado: (2012)

Comparison of the rate of successful endotracheal intubation between the "sniffing" and "ramped" positions in patients with an expected difficult intubation: a prospective randomized study
por: Lee, Ju-Hwan, et al.
Publicado: (2015)

Cannot write session to /tmp/vufind_sessions/sess_1c9fqunr7093ken895csc4vre8