Machine Learning Models in Sepsis Outcome Prediction for ICU Patients: Integrating Routine Laboratory Tests-A Systematic Review.

Sepsis presents significant diagnostic and prognostic challenges, and traditional scoring systems, such as SOFA and APACHE, show limitations in predictive accuracy. Machine learning (ML)-based predictive survival models can support risk assessment and treatment decision-making in the intensive care unit (ICU) by accounting for the numerous and complex factors that influence the outcome in the septic patient. A systematic literature review of studies published from 2014 to 2024 was conducted using the PubMed database.

Atrial Fibrillation and Mortality after Gastrointestinal Surgery: Insights from a Systematic Review and Meta-Analysis.

Background: Heart failure, stroke and death are major dangers associated with atrial fibrillation (AF), a common abnormal heart rhythm. Having a gastrointestinal (GI) procedure puts patients at risk for developing AF, especially after large abdominal surgery. Although earlier research has shown a possible connection between postoperative AF and higher mortality, the exact nature of this interaction is yet uncertain.

A Comprehensive Review of Inguinal Hernia Occurrence in Obese Individuals.

Inguinal hernia repair is one of the most commonly performed surgical activities worldwide. Given the circumstances, understanding and identifying the risk and the protective factors is an essential step in order to prevent, diagnose and treat such a common condition. For a long time, obesity was generally considered to be a risk factor in the occurrence of an inguinal hernia.

Breast Cancer Prognosis: A Study on Mortality Indicators.

The prognosis of breast cancer patients is critical for tailored treatment options. While previous observational studies have identified various prognostic markers, a consensus in their clinical application is lacking. This single-center retrospective study aimed to validate the most frequent risk factors associated with increased mortality in breast cancer patients.

Ventral Hernia Repair and Diabetes Mellitus - A Prospective, Observational and Comparative Study of Outcomes.

Diabetes mellitus (DM) and obesity are known to influence postoperative outcomes in surgical patients. This study aimed to analyze the divergence in outcomes between patients with and without DM who underwent ventral hernia repair, while also assessing the additional impact of obesity on postoperative complications, hospitalization, and costs. A prospective, non-interventional, observational study was conducted over five years (2018-2022) at the First Surgical Clinic of Craiova Emergency Clinical Hospital.

Ventral Hernia Repair and Drainage - A Prospective, Observational, and Comparative Study of Outcomes.

While ventral hernia repair is a frequent surgical intervention, the possibility of complications remains present. The use of drains to mitigate complications is a topic of debate, with conflicting evidence. This study aimed to evaluate the association between drain usage and postoperative complications in ventral hernia repair.

Risk Factors for the Development of Parastomal Hernia: A Narrative Review.

Parastomal hernia is one of the most common late complications after stoma formation, significantly decreasing patient's quality of life and negatively impacting body image and physical functioning. Progress has been made regarding the surgical technique of stoma creation in different categories of patients, but a better understanding of the risk factors is crucial in reducing the likeliness of parastomal hernia formation and in helping develop risk stratification strategies for pre-and post-operation management. However, currently there is limited consensus on the associated risk factors.

Postsurgical Adhesions: Is There Any Prophylactic Strategy Really Working?

Postoperative adhesions are a frequent complication encountered after surgical procedures, mainly after intraperitoneal interventions. To this day, the pathophysiological mechanism behind the process of adhesions formation is not completely known. There are many strategies proposed as prophylaxis methods, involving surgical techniques, drugs or materials that prevent adhesions and even state of the art technologies such as nanoparticles or gene therapy.

Duodenal Gangliocytic Paragangliomas-Case Series and Literature Review.

Duodenal gangliocytic paragangliomas are rare neuroendocrine tumors primarily localized in the periampullary area. Though mostly asymptomatic, they can present with various symptoms, most often jaundice, anemia and abdominal pain. The present paper is a case series report, describing our personal experience with patients presenting to the Emergency Unit with different symptoms due to duodenal gangliocytic paraganglioma.

The SCN5A Gene Is a Predictor of Phenotype Severity in Brugada Syndrome: A Comprehensive Literature Review.

Objective: The purpose of this review was to ascertain whether patients with Brugada syndrome (BrS) having SCN5A mutations have a more severe clinical phenotype and prognosis than do patients without SCN5A mutations.

Methods: A comprehensive Scopus database search was conducted; studies were selected by using Brugada syndrome and SCN5A as keywords for the main query.

Results: The available literature consistently shows greater electrophysiological abnormalities in patients with BrS having SCN5A-related etiology.

A Review of Digital Health and Biotelemetry: Modern Approaches towards Personalized Medicine and Remote Health Assessment.

With the prevalence of digitalization in all aspects of modern society, health assessment is becoming digital too. Taking advantage of the most recent technological advances and approaching medicine from an interdisciplinary perspective has allowed for important progress in healthcare services. Digital health technologies and biotelemetry devices have been more extensively employed for preventing, detecting, diagnosing, monitoring, and predicting the evolution of various diseases, without requiring wires, invasive procedures, or face-to-face interaction with medical personnel.

An Updated Overview of Cyclodextrin-Based Drug Delivery Systems for Cancer Therapy.

Encompassing a group of complex and heterogeneous diseases, cancer continues to be a challenge for patients and healthcare systems worldwide. Thus, it is of vital importance to develop advanced treatment strategies that could reduce the trends of cancer-associated morbidity and mortality rates. Scientists have focused on creating performant delivery vehicles for anti-cancer agents.

Gastro-Intestinal Bleeding in COVID-19 Patients - Is There Any Causal Relation?

The novel Severe Acute Respiratory Syndrome Coronavirus-2 has put an enormous pressure on health systems around the world. The large number of severe cases that had symptoms seemingly unrelated to the respiratory system, continues to create confusion. The digestive tract is not spared either.

A mesorectal incidentaloma: Rare localization of Castleman disease (Case report).

Incidentalomas are defined as tumors or pseudo-tumoral masses accidentally discovered during clinical and imaging investigations. We present a 51-year-old female patient who presented at the gynecology service for genital bleeding caused by uterine fibromatosis. Computerized pelvic tomography showed an engorged uterus completely deformed by numerous intramural and submucosal nodular structures suggestive of multiple fibroids.

Recent Developments in Metallic Nanomaterials for Cancer Therapy, Diagnosing and Imaging Applications.

Cancer continues to represent a global health concern, imposing an ongoing need to research for better treatment alternatives. In this context, nanomedicine seems to be the solution to existing problems, bringing unprecedented results in various biomedical applications, including cancer therapy, diagnosing, and imaging. As numerous studies have uncovered the advantageous properties of various nanoscale metals, this review aims to present metal-based nanoparticles that are most frequently employed for cancer applications.

An Up-to-Date Review of Natural Nanoparticles for Cancer Management.

Cancer represents one of the leading causes of morbidity and mortality worldwide, imposing an urgent need to develop more efficient treatment alternatives. In this respect, much attention has been drawn from conventional cancer treatments to more modern approaches, such as the use of nanotechnology. Extensive research has been done for designing innovative nanoparticles able to specifically target tumor cells and ensure the controlled release of anticancer agents.

Prognosis Evaluation for Patients with Abdominal Trauma Using Usual Biological Parameters.

Unlabelled: Abdominal injuries are responsible for approximately 20% of all post-traumatic deaths, 45-50% of which occurring in the first 60 minutes. Currently there are several prediction scores for the evolution of these patients, which take into account degrees of anatomical lesion, clinical signs and imaging and paraclinical explorations.

Aim: The aim of the study was to develop a scoring system to predict mortality in patients with abdominal trauma by using the usual biological parameters.

Abdominal Compartment Syndrome-When Is Surgical Decompression Needed?

Compartment syndrome occurs when increased pressure inside a closed anatomical space compromises tissue perfusion. The sudden increase in pressure inside these spaces requires rapid decompression by means of surgical intervention. In the case of abdominal compartment syndrome (ACS), surgical decompression consists of a laparostomy.

Skin anomalies in acromegalic patients (Review of the practical aspects).

Acromegaly is a hormonal disorder which occurs as the result of growth hormone (GH) and insulin growth factor 1 (IGF-1) over-secretion; both hormones are related to skin anomalies. The skin acts as a large endocrine organ, hosting GH receptors in every cell while IGF-1 receptors are expressed only in keratinocytes. This review is a literature review of skin anomalies found in acromegaly, either related to the disease itself or associated with related complications such as secondary diabetes mellitus, or involving associated conditions such as genetic syndromes.

infection characteristics in a general surgery clinic.

(CD) is an anaerobic, gram-positive bacterium that can produce a spectrum of gastrointestinal diseases ranging from pseudomembranous colitis to diarrhea to toxic megacolon. The infection is even more difficult to manage as CD produces high-end spores, suggesting that this may be the cause of the dangerous recurrent disease as well as dissemination among healthy members in the community. Spores can be hosted in the digestive tract of both symptomatic and asymptomatic patients.

Post-thyroidectomy Hypocalcemia - Risk Factors and Management.

The complications of thyroidectomy vary from hypocalcemia and recurrent laryngeal nerve lesions to injury of vocal folds, local hematoma, cysts, granuloma. Post-operative hypocalcemia has an incidence of 1.2-40%.

Low Anterior Resection - Emergency Versus Elective Surgery in Rectal Cancer Treatement - Comparative Analysis.

Rectal cancer is a public health problem, being one of the most prevalent neoplastic localizations. The current surgical management of this pathology includes low anterior resection with colorectal anastomosis. The presentation as an emergency of these patients and the need for immediate intervention make it impossible to follow the necessary multimodal management.