Radiographic Features of a Strangulated Transomental Hernia.

This is a case report of an 82-year-old male who presented with intractable and diffuse abdominal pain and had a computed tomography (CT) abdomen showing a closed loop obstruction in the right hemiabdomen with anteromedial displacement of the cecum and ascending colon. Exploratory laparotomy revealed a gangrenous segment of the ileum strangulated by a transomental hernia in the right lower quadrant. The nonviable bowel was resected, and the healthy bowel segments were anastomosed. It is important to correlate the clinical signs of bowel obstruction with radiographic findings of internal hernia to expedite surgical intervention and prevent complications of bowel ischemia.

Early Diagnosis of Acute Appendicitis in the Second Trimester of Pregnancy Based on Non-typical Clinical Findings: Report of a Rare Case and a Mini-Review of the Literature.

Acute appendicitis is the most common non-obstetric reason for exploratory laparotomy during pregnancy. This case report involves a primigravida patient who presented to the emergency department of the General Hospital of Trikala at 15 weeks of gestation due to diffuse abdominal pain, primarily in the epigastric region. She also reported watery bowel movements. The ongoing atypical clinical symptoms, along with elevated inflammatory markers, strongly indicated a diagnosis of acute appendicitis. An immediate exploratory laparotomy was performed, during which acute localized inflammation of the appendix was found, leading to an appendectomy. Histological examination confirmed the diagnosis of acute appendicitis. The patient reported pain relief immediately after the surgery. On the fourth postoperative day, she was discharged without any signs of a threatened second-trimester miscarriage. At 39 gestational weeks, she delivered by elective cesarean section due to breech presentation. This paper discusses the case and highlights the significant challenges in the early diagnosis and management of acute appendicitis during pregnancy, emphasizing the importance of preventing potentially life-threatening complications for both the mother and the fetus.

The role of C-reactive protein/albumin ratio and prognostic nutritional index in the diagnosis of complicated acute appendicitis.

Objectives: C-reactive protein (CRP) levels increase and albumin levels decrease in patients with inflammation. CRP/albumin ratio (CAR) is a new inflammation-associated prognostic indicator. The prognostic nutritional index (PNI) was described as a simple and neutral indicator of adverse outcomes not only in chronic diseases but also in acute conditions. The aim of this study was to investigate the clinical significance of the CAR and PNI value in differentiating complicated acute appendicitis (AA). Material and Methods: We retrospectively examined the medical records of 187 patients with AA. Patients were divided into two groups according to pathological results [non-complicated (n= 161) and complicated (n= 26)]. Demographic, clinical, laboratory, and pathological data were examined and compared between the groups. Logistic regression analyses were performed to determine the independent predictors for complicated AA. Results: Median age of the study group was 32 (23-41) years, and most of the patients were males (n= 101, 54%). Patients in the complicated AA group were significantly older compared to the patients in the non-complicated AA group [38 (32-49.5) years vs. 30 (22-41) years, p= 0.002]. The complicated AA group had significantly higher CAR level compared to the non-complicated AA group (p= 0.001). The length of hospital stay was significantly longer in the complicated AA group compared to the non-complicated AA group [2.5 (2-4.25) days vs. 1 (1-2) days, p <0.001]. Other variables (including PNI) did not significantly differ between the groups. In univariate logistic regression analysis, only age was found to be a significant variable (OR= 1.045, 95% CI= 1.016-10.74, p= 0.002), but in multiple variate logistic regression analysis, no variable was found to be significant in predicting complicated AA. Conclusion: We concluded that CAR and PNI value are not independent predictors of complicated AA.

Retrocecal Appendicitis Post-blunt Abdominal Trauma: A Case Report.

Appendicitis, characterized by inflammation and obstruction of the appendiceal lumen, is a common surgical emergency often attributed to various factors. We present the case of an 18-year-old female who developed retrocecal appendicitis following blunt abdominal trauma, a rare occurrence with significant diagnostic challenges. Initial symptoms mimicked upper abdominal trauma, evolving to classic signs of appendicitis within hours. Despite a negative pre-trauma history of abdominal pain, clinical evaluation led to a suspicion of appendicitis. Contrast-enhanced CT scan confirmed the thickening of the cecal appendix, prompting urgent surgical intervention. An open appendectomy revealed a congested retrocecal appendix, supporting the diagnosis. Our case underscores the importance of considering trauma as a potential trigger for appendicitis, especially in the absence of typical pre-trauma symptoms. Diagnostic criteria for post-trauma appendicitis are evolving, and we underscore a comprehensive clinical assessment alongside imaging modalities. While surgical management remains standard, newer approaches like endoscopic retrograde appendicitis therapy warrant exploration. Further research is essential to refine diagnostic and therapeutic strategies for this uncommon presentation, ensuring timely intervention and improved patient outcomes.

Internal and external factors affecting the performance score of surgical trainees doing laparoscopic appendectomy: a prospective, observational cohort study in a structured training programme.

BACKGROUND: Laparoscopic appendectomy is a common procedure and introduced early in general surgical training. How internal (i.e. surgeon's experience) or external (i.e. disease severity) may affect procedure performance is not well-studied. The aim of this study was to evaluate factors that may have an influence on the performance scores for surgical trainees. METHODS: A prospective, observational cohort study of laparoscopic appendectomies performed by surgical trainees (experience < 4 years) operating under supervision. Trainers evaluated trainees' overall performance on a 6-point scale for proficiency. Perioperative data were recorded, including appendicitis severity, operating time and the overall difficulty of the procedure as assessed by the trainer. A "Challenging" procedure was defined as a combination of either/or "perforation" and "difficult". Trainees who had performed > 30 appendectomies were defined as "experienced". The trainees were asked if they had used simulation or web-based tools the week prior to surgery. RESULTS: 142 procedure evaluation forms were included of which 19 (13%) were "perforated", 14 (10%) "difficult" and 24 (17%) "Challenging". Perforated appendicitis was strongly associated with procedure difficulty (OR 21.2, 95% CI 6.0-75.6). Experienced trainees performed "proficient" more often than non-experienced (OR 34.5, 95% CI 6.8-176.5). "Difficult" procedures were inversely associated with proficiency (OR 0.1, 95% CI 0.0-0.9). In "Challenging" procedures, identifying the appendix had lowest proficiency (OR 0.4, 95% CI 0.1-0.9). The procedures assessed as "difficult" had significantly longer operating time with a median (IQR) of 90 (75-100) min compared to 59 (25-120) min for the non-difficult (p < 0.001). CONCLUSION: Both internal and external factors contribute to the performance score. Perforated appendicitis, technical difficult procedures and trainee experience all play a role, but a "difficult" procedure had most overall impact on proficiency evaluation.

Can Physicians Delay Appendectomy for One Night in Children With Acute Appendicitis?

Background: In pediatrics, appendicitis is the leading cause of emergency surgery. It was previously believed that postponing the surgery could lead to the appendix rupture. Children with this condition can be difficult to diagnose. The evidence regarding the necessity of an immediate appendectomy is a topic of debate. In this study, we evaluated the medical records of patients who were diagnosed with acute appendicitis to determine whether postponing appendectomy for one night is safe or not. Methods: This study involved 534 individuals diagnosed with acute appendicitis, who were separated into two groups: those who underwent an appendectomy immediately (within 8 hours) and those who had a delayed procedure (between 8-18 hours). We recorded and compared demographic data, symptoms, laboratory results, time of symptoms, hospitalization duration, surgery duration, overall time, length of stay after surgery, and any other complications that occurred between the two groups. Results: The rate of surgical site infection (SSI) did not differ significantly between the groups (2.8% vs 4.2%, P=0.74). Additionally, there was no significant difference in the risk of perforation between the time of surgery in our study (21.9% vs 19.8%, P>0.05). Conclusion: Our findings suggest that there is no increased risk of complications such as perforation when appendectomy is delayed for up to 18 hours.

Patients' attitudes toward negative appendectomies and surgery for suspected appendicitis: a qualitative interview study.

INTRODUCTION: From a surgeon's perspective, appendicitis is treated with appendectomy and sometimes a normal appendix is removed. This study aimed to investigate the patients' perspectives on having surgery but not appendicitis and their involvement in treatment decisions. METHODS: This study is reported according to the COnsolidated criteria for REporting Qualitative research (COREQ) guideline. Eligible participants either had a normal diagnostic laparoscopy with no resection of the appendix or a negative appendectomy confirmed by histopathology. Interviews were conducted using a semi-structured interview guide and transcribed verbatim. Data were analyzed using content analysis. RESULTS: This study consisted of 15 interviews. Analysis of the interviews resulted in the formulation of four categories: (1) discovering the results of the histopathology report, (2) thoughts on having a normal appendix removed or left in situ, (3) the scarce use of shared decision-making, and (4) general anesthesia and the risk of a burst appendix made the participants nervous. CONCLUSION: The amount of information communicated to the patients before and after surgery was sparse. The participants were not aware of the histopathology results and the participants were not involved in decision-making and were generally anxious about anesthesia and a burst appendix.

Surgical and Pre-surgical Factors Affecting Appendectomy Outcomes in Jeddah, Saudi Arabia: A Retrospective Record Review.

BACKGROUND: Appendectomy is the preferred treatment for acute uncomplicated appendicitis and the most common emergency abdominal surgery. While previous studies have investigated variables affecting post-appendectomy complications, local research is limited, and data on complication rates are scarce. Therefore, this study aimed to investigate appendectomy outcomes and the factors influencing them. METHODS: This retrospective record review included all patients who underwent appendectomies at our center between 2013 and 2023, excluding those who underwent appendectomies as part of other procedures. Data were retrieved from the hospital database and recorded on predesigned Google Forms. RESULTS: A total of 556 patients were included. Complications occurred in 60 patients (10.8%); the most common included intra-abdominal collections (n=19, 3.4%), postoperative fever (n=13, 2.3%), and surgical site infections (n=11, 2.0%). The most frequently documented histopathological diagnoses included acute appendicitis (n=402, 72.3%), perforated appendicitis (n=109, 19.6%), and gangrenous appendicitis (n=19, 4.4%). Surgical site infection rates were higher after open appendectomies (6.0% vs. 0.9%, P=0.006), while intra-abdominal collections were more frequent after laparoscopic appendectomies (4.1% vs. 0.0%, P=0.095). Additionally, histopathology results showing complicated or chronic appendicitis were associated with higher complication rates (P<0.001, odds ratio=3.793, 95% confidence interval=1.957-7.350). CONCLUSION: To the best of our knowledge, this is the largest retrospective review of appendectomy cases in Saudi Arabia. However, this study was conducted in a tertiary care center, which may have caused the rates of complications to appear lower than those in primary centers. We recommend a multi-center study be conducted to establish more accurate results.

A Case of Low-Grade Appendiceal Mucinous Neoplasm: The Role of Preoperative Imaging and Surgical Technique in Achieving Favorable Outcomes.

Appendiceal mucinous neoplasms may present without symptoms or with chronic pain in the right lower quadrant. This report describes a case of a 35-year-old woman who presented with chronic right lower quadrant pain and was found to have a low-grade appendiceal mucinous neoplasm (LAMN). Physical examination revealed localized tenderness in the right lower quadrant with no additional symptoms. Preoperative laboratory results were normal, and a CT scan revealed a cystic appendiceal lesion with an internal calcification, initially mistaken for a fecalith, which led to the decision for exploratory laparotomy. Intraoperative findings confirmed the presence of a cystic-like appendiceal lesion, and an open appendectomy was performed. Histopathological examination revealed a low-grade appendiceal mucinous neoplasm (LAMN) confined to the mucosa, without evidence of metastatic disease. The patient had an uneventful recovery and required no additional treatment. This case highlights that surgical intervention with proper technique for confined appendiceal neoplasms, combined with effective preoperative imaging and thorough histopathological examination, is crucial for diagnosis and effective management, ensuring favorable outcomes.

[Association between previous appendectomy and cognitive impairment in adults: a case-control study]. / Vliyanie predshestvuyushchei appendektomii na kognitivnye narusheniya u vzroslykh: issledovanie «sluchai-kontrol'¼.

OBJECTIVE: To determine the relationship between appendectomy and cognitive impairment in adults aged 50-70 years. MATERIAL AND METHODS: A case-control study was carried out with 270 patients between May and July 2023. Ninety cases (with cognitive impairment) and 180 controls (without impairment), diagnosed by the Montreal Cognitive Assessment (MoCA), were assessed. RESULTS: 31.11% of the total cases with cognitive impairment were submitted to an appendectomy, with an average of 25 years since surgery. Regarding other surgeries: 40% with impairment underwent cholecystectomy and 23.33% reported other operations. The analysis revealed significant differences in age, body mass index, hypertension, diabetes and smoking between the groups. However, there was no significant difference by gender. Logistic regression analysis highlighted that age and past appendectomy were strongly associated with cognitive impairment, with an Odds Ratio (OR) of 1.20 and 12.91, respectively. Associations were also found with cholecystectomy (OR 7.33), other surgeries (OR 13.39) and smoking (OR 6.91). CONCLUSION: Appendectomy might be a significant risk factor for cognitive impairment in adults aged 50-70 years.

Comparison of Clinical and Laboratory Manifestations Between Acute Appendicitis and Mesenteric Lymphadenitis in Children.

BACKGROUND AND OBJECTIVES: Acute appendicitis is a major cause of emergency surgery in children and adolescents. Mesenteric lymphadenitis is also one of the most common differential diagnoses in children with acute appendicitis, and despite its high prevalence, few clinical studies have examined its features. The clinical signs of mesenteric lymphadenitis in children are very similar to those of acute appendicitis. The aim of this study was to determine the clinical manifestations of acute appendicitis and mesenteric lymphadenitis in children. METHODS: In this cross-sectional study, patients less than 15 years old admitted to the pediatric emergency center of Afzalipour Hospital in Kerman from 2018 to 2021 were studied, and those who had a final diagnosis of appendicitis, mesenteric lymphadenitis, or appendectomy were included in the study by census. Data collection from the records of these patients included age, sex, clinical signs, duration of emergency until diagnosis, fever, number of times of vomiting, leukocytosis, lymphocyte, neutrophil count, neutrophil-to-lymphocyte ratio, sonographic findings, and pathology findings. SPSS software and descriptive and analytical statistics were used to analyze the data. RESULTS: The results showed that unlike sex (p=0.11), there was a significant difference between the two groups in terms of age (p<0.001). Nausea, vomiting, anorexia, pain shift, and leukocytosis were more common in the acute appendicitis group than in the mesenteric lymphadenitis group, with a significant difference between the two groups (p<0.001). There was a significant difference between the two groups in terms of neutrophil percentage and neutrophil-to-lymphocyte ratio (p<0.001). CONCLUSION: The present study was conducted with the aim of assisting medical professionals due to the possibility of misdiagnosing mesenteric lymphadenitis with acute appendicitis. Differentiation of these two diseases is facilitated by the significant differences in their clinical signs and test results. These results can be a useful guide for physicians to better diagnose the diseases.

A case of death after the severing three appendiceal arteries during appendectomy.

INTRODUCTION: Acute appendicitis is one of the most common acute abdominal issues requiring surgery and is usually treated by appendectomy. During the process of removing the appendix, the appendiceal artery is severed. In most individuals, the appendix is supplied by only one appendiceal artery. CASE PRESENTATION: A 50-year-old man underwent appendectomy. During the surgical procedure, the appendix artery and two accessory arteries of the appendix were severed, leading to massive hemorrhaging in the abdominal cavity, which ultimately resulted in the patient's unfortunate demise. CONCLUSION: Through this case, we hope that surgeons can learn more about the anatomy of the appendiceal artery and understand the possibility of accessory arteries to the appendix. During surgery, the blood vessels supplying the appendix should be carefully explored, and the "one-size-fits-all approach" should be avoided. Moreover, attention should be given to complications after appendectomy, and timely symptomatic treatment should be provided. Key points 1. Rare typing: The case of death due to improper handling of the accessory appendicular artery during appendectomy in patients with three appendiceal arteries is currently unreported. 2. Detailed anatomical knowledge: Surgeons performing an appendectomy need to make a detailed exploration of the blood vessel supply of the appendix to avoid ignoring anatomically different blood vessels. 3. Avoid a one-size-fits-all approach: In the surgical process, a "one-size-fits-all" approach should be avoided, that is, the same surgical approach should not be used in all cases, but should be adjusted according to the anatomical characteristics of the individual. 4. Observation of postoperative bleeding: In the perioperative period, peritoneal drainage should be closely observed. If a large amount of bloody fluid is found, timely surgical treatment should be carried out. 5. Attention to complications: Surgeons should pay.

Factors prolonging the operative time for transumbilical laparoscopic-assisted appendectomy in pediatric patients: a retrospective single-center study.

PURPOSE: Transumbilical laparoscopic-assisted appendectomy (TULAA) is one of the first endoscopic surgeries performed by trainee pediatric surgeons. While the operative time is generally shorter than for conventional laparoscopic appendectomy, the indications for this procedure are unclear and many unknown factors can prolong the operative time. We conducted this study to identify the factors that may prolong the operative time for TULAA. METHODS: This retrospective, single-center study was conducted between 2015 and 2023. We performed multivariate analysis to identify the factors associated with prolonged operative time by analyzing TULAA procedures performed by trainees. RESULTS: The study included 243 patients. The median operative time was 84 min (interquartile range, 69-114 min). Multivariate analysis revealed that an increased body mass index, elevated C-reactive protein level, a history of conservative treatment for acute appendicitis, and appendix perforation, for the patient; < 6 years' experience since graduation for the operating surgeon; and lack of board certification as a supervisor from the Japanese Society of Pediatric Surgeons for the attending surgeon were independent risk factors for prolonging the operative time. CONCLUSION: Having an attending surgeon with board certification as a supervisor by the Japanese Society of Pediatric Surgeons contributes to reducing the operative time required for TULAA.

Unexpected Culprit: Unveiling a Unique Case of Appendicitis Triggered by a Foreign Object.

Appendicitis is a common surgical emergency marked by inflammation of the appendix, often due to blockage of the appendix lumen by fecoliths, lymphoid hyperplasia, or neoplasms. While various causes are known, appendicitis triggered by a foreign body (FB) is exceptionally rare. This case report highlights a rare presentation of appendicitis in a 32-year-old male with no significant medical history, who presented with acute lower right abdominal pain, fever, and vomiting. Initial evaluation suggested appendicitis, further supported by laboratory findings and diagnostic imaging revealing a retrocecal appendix with surrounding inflammation. Remarkably, an FB, a fish bone, was discovered lodged within the perforated appendix, elucidating the unusual etiology. Emergency laparotomy confirmed the diagnosis and facilitated prompt surgical intervention. This case underscores the importance of thorough evaluation and consideration of uncommon causes in patients presenting with acute abdominal pain, illustrating the critical role of detailed history-taking and clinical acumen in guiding management decisions and ensuring favorable patient outcomes.

An International Consensus Survey among Pediatric Surgeons on the Role of Appendectomy in Malrotation.

Introduction: Ladd's procedure, originally described in 1936 for the treatment of malrotation, does not traditionally include appendectomy as a standard step. We conducted a multinational survey to investigate the current consensus on the role of appendectomy in Ladd's procedure. Methodology: An anonymous online survey was distributed to pediatric surgeons worldwide. The survey collected demographic data and explored surgical preferences related to the management of malrotation. Open-ended questions were used to assess the opinions regarding the necessity of appendectomy, decision-making factors, and complications associated with appendectomy during Ladd's procedure. Results: A total of 343 responses were received from 46 countries. Of the respondents, 319 (93%) were consultants and 24 (7%) were residents/trainees. When asked about the choice between open and laparoscopic Ladd's procedure, 292 (85%) preferred open surgery. Overall, 184 (53%) respondents favored appendectomy in both open and laparoscopic Ladd's procedure. Furthermore, 172 (50%) surgeons advocated for appendectomy in all malrotation cases, citing concerns about potential future appendicitis. While differences existed between all comparisons, none of them reached statistical significance. The factors influencing the decision to preserve the appendix included the risk of postoperative complications and the potential future use of the appendix as a surgical conduit. The surgical complications following appendectomy included surgical site infections in 14 (33%) patients, adhesive obstruction in 13 (31%) patients, intrabdominal abscesses in 10 (24%) patients, and fecal fistulas in 5 (12%) patients. Conclusion: The majority of surgeons aim to perform appendectomy in all malrotation cases, considering the potential risks and benefits of this approach. These findings offer valuable insights for clinical practice and may inform future guidelines and decision-making algorithms.

Stumped by a Case of Appendicitis After Appendectomy.

Background: Stump appendicitis-a rare, delayed complication of appendectomy-is most commonly managed with surgical exploration and stump appendectomy. Conservative management in the pediatric population is poorly characterized in the literature. Case Report: We report a case of a 10-year-old male who was diagnosed with stump appendicitis and initially treated nonoperatively. He received intravenous antibiotics and supportive therapy while in the hospital, was discharged on a course of oral antibiotics, and remained asymptomatic for the following 9 weeks until he underwent an elective interval stump appendectomy. We also review the literature on this uncommon condition and treatment plan. Conclusion: Considering stump appendicitis in the differential of children with history of appendectomy is imperative. Nonoperative management of stump appendicitis may be successful and beneficial in select pediatric cases compared to the standard surgical management.

Video consent significantly improves patient knowledge of general surgery procedures.

INTRODUCTION: Informed consent is essential in ensuring patients' understanding of their medical condition, treatment, and potential risks. The objective of this study was to investigate the impact of utilizing a video consent compared to standard consent for patient knowledge and satisfaction in selected general surgical procedures. METHODS AND PROCEDURES: We included 118 patients undergoing appendectomy, cholecystectomy, inguinal hernia repair, and fundoplication at two hospitals in Omaha, NE. Patients were randomized to either a standard consent or a video consent. Outcomes included a pretest and posttest objective knowledge assessment of their procedure, as well as a satisfaction survey which was completed immediately after consent and following discharge. Given the pre-post design, a linear mixed-effect model was estimated for both outcomes. A two-way interaction effect was of primary interest to assess whether pre-to-post change in the outcome differed between patients randomized to standard or video consent. RESULTS: Baseline characteristics were mostly similar between groups except for patient sex, p = 0.041. Both groups showed a statistically significant increase in knowledge from pretest to posttest (standard group: 0.25, 95% CI 0.01 to 0.51, p = 0.048; video group: 0.68, 95% CI 0.36 to 1.00, p < 0.001), with the video group showing significantly greater change (interaction p = 0.043) indicating that incorporating a video into the consent process resulted in a better improvement in patient's knowledge of the proposed procedure. Further, both groups showed a decrease in satisfaction post-discharge, but no statistically significant difference in the magnitude of decrease between the groups (interaction p = 0.309). CONCLUSION: Video consent lead to a significant improvement in a patient's knowledge of the proposed treatment. Although the patient satisfaction survey didn't show a significant difference, it did show a trend. We propose incorporating videos into the consent process for routine general surgical procedures.

Comparison of Clinical, Pathological, and Procedural Characteristics of Adult and Pediatric Acute Appendicitis before and during the COVID-19 Pandemic.

BACKGROUND: This study aims to analyze the impact of the COVID-19 pandemic on the clinical, pathological, and surgical characteristics of acute appendicitis (AA) at the University Hospital Centre (UHC) Zagreb. METHODS: This retrospective study analyzed demographic, clinical, and surgical data from consecutive AA patients. Data were collected from an electronic database for two periods: 1 January to 31 December 2019 (pre-COVID-19), and 11 March 2020, to 11 March 2021 (COVID-19 pandemic). RESULTS: During the two study periods, 855 appendectomies were performed, 427 in the pre-pandemic, and 428 during the pandemic. Demographic data were comparable between groups. There was statistically no significant difference in the type of appendectomy (p = 0.33) and the median hospital length of stay (3; (2-5) days, p = 0.08). There was an increase in the conversion rate during the pandemic period (4.2% vs. 7.7%, p = 0.03). The negative appendectomy rate and the incidence of perforated AA did not differ significantly (p = 0.34 for both). CONCLUSIONS: We did not observe a significant increase in the rate of AA complications during the COVID-19 pandemic at the UHC Zagreb. This may be attributed to two factors: (1) AA was diagnosed and treated as an emergency, which remained available during the pandemic, and (2) diagnostic and therapeutic protocols remained unaltered. We recommend a laparoscopic approach even during the COVID-19 pandemic.

Applying an explainable machine learning model might reduce the number of negative appendectomies in pediatric patients with a high probability of acute appendicitis.

The diagnosis of acute appendicitis and concurrent surgery referral is primarily based on clinical presentation, laboratory and radiological imaging. However, utilizing such an approach results in as much as 10-15% of negative appendectomies. Hence, in the present study, we aimed to develop a machine learning (ML) model designed to reduce the number of negative appendectomies in pediatric patients with a high clinical probability of acute appendicitis. The model was developed and validated on a registry of 551 pediatric patients with suspected acute appendicitis that underwent surgical treatment. Clinical, anthropometric, and laboratory features were included for model training and analysis. Three machine learning algorithms were tested (random forest, eXtreme Gradient Boosting, logistic regression) and model explainability was obtained. Random forest model provided the best predictions achieving mean specificity and sensitivity of 0.17 ± 0.01 and 0.997 ± 0.001 for detection of acute appendicitis, respectively. Furthermore, the model outperformed the appendicitis inflammatory response (AIR) score across most sensitivity-specificity combinations. Finally, the random forest model again provided the best predictions for discrimination between complicated appendicitis, and either uncomplicated acute appendicitis or no appendicitis at all, with a joint mean sensitivity of 0.994 ± 0.002 and specificity of 0.129 ± 0.009. In conclusion, the developed ML model might save as much as 17% of patients with a high clinical probability of acute appendicitis from unnecessary surgery, while missing the needed surgery in only 0.3% of cases. Additionally, it showed better diagnostic accuracy than the AIR score, as well as good accuracy in predicting complicated acute appendicitis over uncomplicated and negative cases bundled together. This may be useful in centers that advocate for the conservative treatment of uncomplicated appendicitis. Nevertheless, external validation is needed to support these findings.