A simple machine learning approach for preoperative diagnosis of esophageal burns after caustic substance ingestion in children.

PURPOSE: The unresolved debate about the management of corrosive ingestion is a major problem both for the patients and healthcare systems. This study aims to demonstrate the presence and the severity of the esophageal burn after caustic substance ingestion can be predicted with complete blood count parameters. METHODS: A multicenter, national, retrospective cohort study was performed on all caustic substance cases between 2000 and 2018. The classification learner toolbox of MATLAB version R2021a was used for the classification problem. Machine learning algorithms were used to forecast caustic burn. RESULTS: Among 1839 patients, 142 patients (7.7%) had burns. The type of the caustic and the PDW (platelet distribution width) values were the most important predictors. In the acid group, the AUC (area under curve) value was 84% while it was 70% in the alkaline group. The external validation had 85.17% accuracy in the acidic group and 91.66% in the alkaline group. CONCLUSIONS: Artificial intelligence systems have a high potential to be used in the prediction of caustic burns in pediatric age groups.

Laparoscopic Repair of Morgagni Hernia in Children.

Background: This study aims to review laparoscopic repair techniques of Morgagni hernias at a tertiary referral center. Methods: This retrospective study includes pediatric patients who underwent laparoscopic repair of Morgagni hernia between March 2004 and March 2021. The patients' demographics, presenting symptoms, operative approach, and postoperative outcomes were recorded. Results: Fourteen patients underwent laparoscopic repair of Morgagni hernia. The mean age at the time of operation was 24.7 months. Defect closing techniques were intracorporeal knot tying (n: 2), extracorporeal knot tying, and subcutaneous knot placement (n: 10), combination with intracorporeal continuous suturing and several extracorporeal intermittent sutures (n: 2). Different approaches were used during removal of the needle from the insertion point in the extracorporeal knot tying: intracorporeally, using a laparoscopic needle holder (n: 6), with an 18-gauge injector tip (n: 1), and extracorporeally with suture passer forceps (n: 3). In the intracorporeal knot tying technique, the mean operation time was 127 minutes (range 90-180 minutes). In the extracorporeal knot tying technique, the mean operation time was 75 minutes (range 30-180 minutes). The mean operation time in the technique that used suture passer forceps for removing the needle from the same point of insertion was 40 minutes. There was no intraoperative complication. Conclusions: In the laparoscopic repair of Morgagni hernia, full-thickness anterior abdominal wall repair with interrupted sutures that are tied extracorporeally in the subcutaneous tissue by separated minor skin incisions is the easy approach. Using suture passer forceps during removal of the needle facilitates this technique and shortens the operation time.

Double purse-string suturing: An easy plication technique in thoracoscopic repair of diaphragmatic eventration.

OBJECTIVE: The aim of this study was to describe a new double purse-string suturing plication method that was developed to minimize difficulties experienced in thoracoscopic plication in pediatric patients. METHODS: We retrospectively analyzed the data of patients that underwent diaphragmatic eventration repair with new technique developed in our clinic. In this technique, we perform diaphragm plication with continuous double layer purse-string suturing. A third suturing may be necessary in case of wide eventrations. Thoracic drainage catheter is inserted into the thorax on a routine basis. RESULTS: Thoracoscopic plication was performed using the double purse-string suturing technique on 16 cases that presented with diaphragmatic eventration between April 2012 and December 2018. The patients' mean age was 2.2 years (6 months-17 years). The main causes of admission were recurrent respiratory system infections (n: 14), respiratory distress with effort (n: 4), ventilator dependence (n: 1), and gastrointestinal complaints such as nutritional problems (n: 1). Diaphragmatic eventration was incidentally detected in 1 patient. No complications were observed during the postoperative period, except for 1 patient that developed pneumothorax. The mean duration of hospital stay was 4.9 days (2-7 days), except for 1 patient who had ventilator dependence and congenital myopathy. The mean descending distance of the diaphragm was 2.3 intercostal spaces at postoperative first month. The clinical outcomes were satisfactory and all patients experienced symptom improvements. CONCLUSIONS: Diaphragm plication with double purse-string suturing method enables symmetrical stretching of the diaphragmatic muscles. Therefore, the diaphragmatic surface and costophrenic sinium are protected and remain functional. The advantages of this new double purse-string suturing method are easy application and durability. We believe that this method can become a preferred thoracoscopic plication technique for treatment of diaphragmatic eventration.