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Barrett's esophagus (BE) remains a significant precursor to esophageal adenocarcinoma, requiring accurate and efficient diagnosis and management. The increasing application of machine learning (ML) technologies presents a transformative opportunity for diagnosing and treating BE. This systematic review evaluates the effectiveness and accuracy of machine learning technologies in BE diagnosis and management by conducting a comprehensive search across PubMed, Scopus, and Web of Science databases up to the year 2023. The studies were organized into five categories: computer-aided systems, natural language processing and text-based systems, deep learning on histology and biopsy images, real-time and video analysis, and miscellaneous studies. Results indicate high sensitivity and specificity across machine learning applications. Specifically, computer-aided systems showed sensitivities ranging from 84% to 100% and specificities from 64% to 90.7%. Natural language processing and text-based systems achieved an accuracy as high as 98.7%. Deep learning techniques applied to histology and biopsy images displayed sensitivities up to greater than 90% and a specificity of 100%. Furthermore, real-time and video analysis technologies demonstrated high performance with assessment speeds of up to 48 frames per second (fps) and a mean average precision of 75.3%. Overall, the reviewed literature underscores the growing capability and efficiency of machine learning technologies in diagnosing and managing Barrett's esophagus, often outperforming traditional diagnostic methods. These findings highlight the promising future role of machine learning in enhancing clinical practice and improving patient care for Barrett's esophagus.
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Aim: The aim was to compare the efficacy and safety of lansoprazole plus levosulpiride over esomeprazole. Methodology: This randomized control trial recruited 1000 participants having symptomatic gastroesophageal reflux disease (GERD) and erosive esophagitis and they were blindly randomized into two groups in a 1:1 ratio with appropriate concealment. Group 1 was given lansoprazole plus levosulpiride combination twice daily whereas group 2 was prescribed only esomeprazole twice daily. The primary efficacy endpoint was the healing of erosive esophagitis and GERD at week 49. Secondary assessments included improvement in quality of life. Participants' quality of life was assessed before starting the treatment and post-treatment using a short-form health survey questionnaire (SF-36). Results: The lansoprazole plus levosulpiride group had significantly lower rates of positive postintervention GERD and erosive esophagitis status, and higher rates of sustained resolution of heartburn compared to the esomeprazole alone group. However, the lansoprazole plus levosulpiride group also had a higher risk of nausea. Conclusion: Lansoprazole plus levosulpiride is a more effective and safe treatment for GERD than esomeprazole alone. Participants in the lansoprazole plus levosulpiride group showed a significantly higher rate of sustained resolution of GERD, lower rates of postintervention GERD and erosive esophagitis status, and a higher incidence of nausea compared to the esomeprazole alone group. Although quality of life worsened in both groups, adverse effects did not significantly differ. These findings strongly support the use of lansoprazole plus levosulpiride as a preferred treatment option for GERD and erosive esophagitis, which could have significant clinical implications for managing this common condition.
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Hepatopulmonary syndrome (HPS) is a rare complication of liver disease characterized by intrapulmonary vascular dilatations leading to arterial hypoxemia. We present the case of a 59-year-old female with a past medical history of bilateral breast cancer status post mastectomy who presented with progressive dyspnea on exertion and fatigue. A comprehensive diagnostic workup was conducted to exclude other cardiac, pulmonary, and systemic etiologies. She was diagnosed with autoimmune hepatitis along with chronic hepatitis C. Echocardiography revealed characteristic findings of intrapulmonary shunting characteristic of HPS. The patient showed improvement in pulmonary symptoms and oxygenation status following the initiation of steroid therapy. Although corticosteroids are not the definitive treatment for HPS, they were considered a supportive measure in this case. However, it is important to note that liver transplantation remains the definitive treatment for HPS. This case underscores the importance of echocardiography and the potential role of supportive measures, like corticosteroids, in managing HPS-related symptoms, particularly in patients with autoimmune hepatitis, as a bridging therapy while awaiting liver transplantation.
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Liraglutide is an anti-diabetic medication used for the treatment of type 2 diabetes mellitus, obesity, and chronic weight management. It is a glucagon-like peptide-1 (GLP-1) agonist that helps reduce postprandial hyperglycemia for up to 24 h after administration. It stimulates endogenous insulin secretion according to glucose levels, and also delays gastric emptying and suppresses prandial glucagon secretion. Some of the common complications associated with liraglutide include hypoglycemia, headache, diarrhea, nausea, and vomiting. Uncommon adverse effects include pancreatitis, kidney failure, pancreatic cancer, and injection site reactions. In this article, we discussed a case of a 73-year-old male with a history of uncontrolled type 2 diabetes mellitus on long-term insulin and liraglutide who presented with abdominal pain, subjective fevers, dry heaves, tachycardia, and mildly reduced oxygen saturation. The patient was diagnosed with pancreatitis on the basis of laboratory and imaging findings. Liraglutide was discontinued, and the patient received supportive care with significant clinical improvement. The use of GLP-1 inhibitors has been increasing not only for diabetes mellitus management, but also for its promising effect on weight management. The literature review endorses our case report findings, and also discusses other complications of liraglutide. Therefore, we recommend to be cognizant of these side-effects upon starting liraglutide.