Artificial intelligence is an ever-growing modality revolutionizing the field of medical science. It utilizes various computational models and algorithms and helps out in different sectors of healthcare. Here, in this scoping review, we are trying to evaluate the use of Artificial intelligence (AI) in the field of pediatric anesthesia, specifically in the more challenging domain, the pediatric airway. Different components within the domain of AI include machine learning, neural networks, deep learning, robotics, and computer vision. Electronic databases like Google Scholar, Cochrane databases, and Pubmed were searched. Different studies had heterogeneity of age groups, so all studies with children under 18 years of age were included and assessed. The use of AI was reviewed in the preoperative, intraoperative, and postoperative domains of pediatric anesthesia. The applicability of AI needs to be supplemented by clinical judgment for the final anticipation in various fields of medicine.

UNASSIGNED: The use of cuffed endotracheal tubes (ETTs) has become the standard of care in pediatric practice. The rationale for the use of a cuffed ETT is to minimize pressure around the cricoid while providing an effective airway seal. However, safe care requires that the cuff lie distal to the cricoid ring following endotracheal intubation. The current study demonstrates the capability of computed tomography (CT) imaging in identifying the position of the cuff of the ETT in intubated patients.
UNASSIGNED: The study included patients ranging in age from 1 month to 10 years who underwent neck and chest CT imaging that required general anesthesia and endotracheal intubation. The location of the ETT and of the cuff within the airway was determined from axial CT images at three levels (proximal, middle, and distal). Anatomical orientations were tabulated, and percent chances of each orientation were determined for the ETT and the cuff.
UNASSIGNED: The study cohort included 42 patients ranging in age from 1 to 114 months. An ETT with a polyvinylchloride cuff was used in 24 patients, and an ETT with a polyurethane cuff was used in 18 patients. The ETT was located near the posterior wall of the trachea in approximately 24-38% of patients, being most likely to be centrally located at the proximal end and at its mid-portion. The middle part of the cuff was most likely to be positioned in the mid-portion of the trachea but tended to skew anteriorly at both the proximal and distal ends.
UNASSIGNED: This is the first study using CT imaging to identify the uniformity of cuff inflation within the trachea in children. With commonly used cuffed ETTs, cuff inflation and the final position of ETT cuff within the tracheal lumen were not uniform. Future investigations are needed to determine the reasons for this asymmetry and its clinical implications.

OBJECTIVE: Patients with severe laryngomalacia (LM) and high-risk comorbidities require surgical interventions such as supraglottoplasty. However, evidence supporting epiglottopexy for these patients is scarce. This study aims to report the surgical outcomes of external double needle puncture using a single thread for epiglottopexy in severe LM patients with high-risk comorbidities.
METHODS: This retrospective study was conducted at a single tertiary hospital. We enrolled 32 patients under 12 months with severe LM who underwent external double needle puncture epiglottopexy. We compared clinical factors between the successful and failed groups and identified risk factors for the failure of epiglottopexy.
RESULTS: Of the airway surgical outcomes, 22 (68.7 %) patients were in the successful group. In the failed group (n = 10, 32.3 %), patients received tracheostomies due to uncontrolled saliva (n = 3), the need for mechanical ventilation (n = 3), and uncontrolled LM (n = 4). There was a statistically significant difference in body weight at the time of surgery and the proportion of associated comorbidities between the two groups. Gestational age was the only factor significantly associated with successful surgical outcomes in both univariate and multivariate logistic regression analyses (odds ratio = 2.263; 95 % confidence interval, 1.042-4.918; P = 0.039).
CONCLUSIONS: External double needle puncture epiglottopexy is an effective surgical method for patients with LM who present with a retroflexed floppy epiglottis and high-risk comorbidities. Low gestational age is a major risk factor for surgical failure. Consideration of factors such as the need for mechanical ventilation and uncontrolled saliva should be prioritized before and after surgery to enhance surgical success.

Endoscopic posterior cricoid split and costal rib graft placement (EPCSCG) is an important tool in enlarging the glottic and subglottic airway, both of which can be disproportionally affected in the small airways of neonates and early infants. We present a series of 8 patients under the age of one who successfully underwent EPCSCG, with 7/8 patients avoiding tracheostomy entirely. Of these patients, the indication for EPCSCG was isolated bilateral vocal fold immobility (6/8), bilateral vocal fold immobility with subglottic stenosis (1/8), and isolated subglottic stenosis (1/8). EPCSCG can be safely applied to select patients less than one year of age.

Pediatric difficult airway management is more challenging for an anesthesiologist due to anatomical and physiological differences as compared to adults. Moreover, the familiarity with the use of difficult airway equipment in adults does not equate to proficiency for the same in children. So, here we are presenting the management of a unique case of a difficult airway due to postburn neck contracture in a 4-year-old child, which was managed successfully with the help of a video laryngoscope after the failure attempt with a flexible fiberoptic bronchoscope.

OBJECTIVE: The purpose of this study is to evaluate all potential factors associated with laryngeal injury after endotracheal intubation in the pediatric population.
METHODS: A systematic literature search was conducted in Medline, Embase, Cochrane, web of science and Google scholar up to 20th of March 2023. We included all unique articles focusing on factors possibly associated with intubation-injury in pediatric patients. Two independent reviewers determined which articles were relevant by coming to a consensus, quality of evidence was rated using GRADE criteria. All articles were critically appraised according to the PRISMA guidelines. The articles were categorized in four outcome measures: post-extubation stridor, post-extubation upper airway obstruction (UAO) necessitating treatment, laryngeal injury found at laryngoscopy and a diagnosed laryngotracheal stenosis (LTS).
RESULTS: A total of 24 articles with a total of 15.520 patients were included. The incidence of post-extubation stridor varied between 1.0 and 30.3%, of post-extubation UAO necessitating treatment between 1.2 and 39.6%, of laryngeal injury found at laryngoscopy between 34.9 to 97.0% and of a diagnosed LTS between 0 and 11.1%. Although the literature is limited and quality of evidence very low, the level of sedation and gastro-esophageal reflux are the only confirmed associated factors with post-extubation laryngeal injury. The relation with age, weight, gender, duration of intubation, multiple intubations, traumatic intubation, tube size, absence of air leak and infection remain unresolved. The remaining factors are not associated with intubation injury.
CONCLUSIONS: We clarify the role of the potential factors associated with laryngeal injury after endotracheal intubation in the pediatric population.

OBJECTIVE: Percutaneous tracheostomy is routinely performed in adult patients but is seldomly used in the pediatric population due to concerns regarding safety and limited available evidence. This study aims to consolidate the current literature on percutaneous tracheostomy in the pediatric population.
METHODS: A systematic review following the Preferred Reporting Items for Systematic Reviews and Meta-Analyses guidelines was conducted. MEDLINE, EMBASE, CINAHL, and Web of Science were searched for studies on pediatric percutaneous tracheostomy (age ≤18). The Joanna Briggs Institute and ROBINS-I tools were used for quality appraisal.
RESULTS: Twenty-one articles were included resulting in 143 patients. Patient age ranged from 2 days to 17 years, with the largest subpopulation of patients (n = 57, 40 %) being adolescents (age between 12 and 17 years old). Main indications for percutaneous tracheostomy included prolonged ventilation (n = 6), respiratory insufficiency (n = 5), and upper airway obstruction (n = 5). One-third (n = 47) of percutaneous tracheostomies were completed at the bedside in an intensive care unit. Select studies reported on surgical time and time from intubation to tracheostomy with a mean of 13.8 (SD = 7.8) minutes (n = 27) and 8.9 (SD = 2.8) days (n = 35), respectively. Major postoperative complications included tracheoesophageal fistula (n = 4, 2.8 %) and pneumothorax (n = 3, 2.1 %). There were four conversions to open tracheostomy.
CONCLUSIONS: Percutaneous tracheostomy had a similar risk of complications to open surgical tracheostomy in children and adolescents and can be performed at the bedside in a select group of patients if necessary. However, we feel that consideration must be given to the varying anatomical considerations in children and adolescents compared with adults, and therefore suggest that this procedure be reserved for adolescent patients with a thin body habitus and clearly demarcated and palpable anatomical landmarks who require a tracheostomy. When performed, we strongly support using endoscopic guidance and a surgeon who has the ability to convert to an open tracheostomy if required.

OBJECTIVE: The purpose of this study was to determine the incidence of adverse events in the first 48 h (acute) 14 days (subacute) in post supraglottoplasty pediatric patients. A secondary aim was to determine if postoperative hospital admission after supraglottoplasty in pediatric patients is necessary.
METHODS: This study was a retrospective review of pediatric patients who underwent supraglottoplasty at a tertiary care center. Data were obtained from January 2017-December 2020, totaling 107 patients. Pediatric patients who underwent supraglottoplasty were included in the study. Information regarding patients\' demographics, length of postoperative hospital stay, comorbid conditions, unit of hospital admission, intraoperative and postoperative adverse events, and readmission within the first 14 days was gathered and analyzed.
RESULTS: The incidence of postoperative adverse events for all subjects after supraglottoplasty was 5.7 % (N = 6). The most common postoperative complications were respiratory distress (N = 2), followed by substernal retractions, stridor, and decreased oral intake (N = 1). There was no statistically significant increased incidence in any group of patients, regardless of their unit of stay post-operatively (p = 0.39).
CONCLUSIONS: Supraglottoplasty is a safe surgical option for patients with severe laryngomalacia. While each patient\'s care is individualized, we demonstrate that post-operative hospital admission is not necessary for healthy children undergoing supraglottoplasty.
METHODS: III - This is a retrospective chart review.

Objective  This study aimed to investigate the potential relationship between laryngomalacia and obesity as well as explore the interplay between laryngomalacia and obstructive sleep apnea using the Kids\' Inpatient Database (KID) for the year 2016. Methods The Healthcare Cost and Utilization Project (HCUP) KID for 2016 provided a dataset for analysis. Patient demographics, diagnoses, and hospital characteristics were considered. Patients less than three years old were included due to the high prevalence of laryngomalacia in this age group. Results Among 4,512,196 neonatal admissions, 1,341 obesity cases and 11,642 laryngomalacia cases were analyzed. The frequency of laryngomalacia in patients with obesity was 578.1% higher than in the general population. Patients with obstructive sleep apnea (OSA) exhibited a 5,243.2% increase in laryngomalacia frequency compared to the overall population. Combining obesity and laryngomalacia resulted in a 6,738.5% increase in OSA frequency. Conclusions This study identified a significant correlation between obesity and increased laryngomalacia risk. The findings have important clinical implications for pediatric care, emphasizing the need to prevent childhood obesity to reduce laryngomalacia risk. Additionally, understanding these risk factors enables better risk stratification for laryngomalacia and potential OSA development.

Sub-glottic Stenosis (SGS) treatment in children is challenging because there is no standard algorithm to follow; however, the use of endoscopic techniques in SGS treatment has emerged over the last decades and has advanced. The aim of this study was to assess the efficacy of Cricotracheal Stenosis Resection (CTSR) among children with congenital vs. acquired SGS. In this retrospective study, we reviewed the charts of 22 patients who underwent endoscopic intervention as the primary modality of treatment for SGS at King Abdulaziz Medical City from January 1, 2011 to October 31, 2019. Successful treatment was defined as: resolution of symptoms, restoration of a normal patent airway with no stenosis, and decannulation. Out of 22 patients, 14 cases were acquired and 8 were congenital SGS. Most of the patients had grade 3 stenosis before surgery 15 (68%), followed by grade 1 stenosis among 4 (18.2%) and grade 2 stenosis was present in 3 (13.6%) patients. Postoperatively, 17 (77.3%) patients improved to grade zero, whereas grade 3 stenosis was not reported in any patient. The Mc-Nemar\'s test showed significant improvement between pre- and post-operative stenosis grade with test value = 22, and P value = 0.003. This technique was successful among 18 (82%) patients with P value ≤ 0.01. Irrespective of the differences in the age of patients, length, and character of stenosis among congenital and acquired groups, the endoscopic CTSR technique proved to be successful in both groups. We achieved a success rate of 86% in the acquired series, and 75% in the congenital series, which is a very promising result.