Search Results (483)

Background/Objectives: Bones are essential components of the human body, providing structural support, enabling mobility, storing minerals, and protecting internal organs. Bone fractures (BFs) are common injuries that result from excessive physical force and can lead to serious complications, including bleeding, infection, impaired oxygenation, and long-term disability. Early and accurate identification of fractures through radiographic imaging is critical for effective treatment and improved patient outcomes. However, manual evaluation of X-rays is often time-consuming and prone to diagnostic errors due to human limitations. To address this, artificial intelligence (AI), particularly deep learning (DL), has emerged as a powerful tool for enhancing diagnostic precision in medical imaging. Methods: This research introduces a novel convolutional neural network (CNN) model, the Multi-Level Feature Fusion Network (MLFNet), designed to capture and integrate both low-level and high-level image features. The model was evaluated using the Bone Fracture Multi-Region X-ray (BFMRX) dataset. Preprocessing steps included image normalization, resizing, and contrast enhancement to ensure stable convergence, reduce sensitivity to lighting variations in radiographic images, and maintain consistency. Ablation studies were conducted to assess architectural variations, confirming the model’s robustness and generalizability across data distributions. MLFNet’s high accuracy, interpretability, and efficiency make it a promising solution for clinical deployment. Results: MLFNet achieved an impressive accuracy of 99.60% as a standalone model and 98.81% when integrated into hybrid ensemble architectures with five leading pre-trained DL models. Conclusions: The proposed approach supports timely and precise fracture detection, optimizing the diagnostic process and reducing healthcare costs. This approach offers significant potential to aid clinicians in fields such as orthopedics and radiology, contributing to more equitable and effective patient care. Full article

Background: Deferred cord clamping (DCC) is beneficial for preterm infants, but there are concerns about the safety of DCC during Cesarean deliveries (CD) under general anesthesia (GA). We evaluated maternal and neonatal outcomes in preterm CD under GA vs. regional anesthesia (RA) after implementing 180 s of DCC. Methods: This retrospective single-center observational study included CD at <33 weeks gestation, delivered between January 2018 and December 2023. The cord was clamped before 180 s for concerns of maternal bleeding or infant apnea after 30–45 s stimulation. Data was collected from reports from electronic medical records, neonatal intensive care unit database, and manually from the medical records of the patient. Multivariable regression analysis was used to assess the effect of anesthesia type and DCC on outcomes, adjusting for confounders. Results: This study included 170 mothers and 194 infants, and 84.9% of the infants received DCC ≥ 60 s. The GA group had a higher percentage of emergency CD and a lower median duration of DCC (105 s vs. 180 s, p ≤ 0.001) compared to RA. In multivariate regression analysis, GA was associated with lower odds (95% CI) of umbilical artery pH < 7 [0.1, (0.0, 0.6)], base deficit ≥ 16 [0.0, (0.0, 0.5)], and higher odds of necrotizing enterocolitis [28.2, (1.4, 560.0)]. GA was not associated with maternal hemorrhage, delivery room (DR) resuscitation, or other major neonatal morbidities or mortality. DCC ≥ 60 s was associated with lower maternal blood loss [Regression coefficient −698, (−1193, −202)], lower odds of transfusion [0.4, (0.1, 1.0)], DR resuscitation [0.4, (0.2, 0.8)], and chronic lung disease [0.4, (0.2, 0.9)], and higher survival without major morbidities [2.8, (1.2, 6.8)]. Conclusions: DCC was performed in a majority of CD under GA by adhering to protocols to shorten DCC in cases where maternal or fetal safety was threatened. GA with DCC was not associated with increased neonatal resuscitation or major neonatal morbidities and was associated with lower maternal hemorrhage and transfusion. Full article

This review delves into the complexities of managing portal vein thrombosis (PVT) in the context of liver transplantation (LT). PVT, which is a common finding in cirrhotic livers, can significantly jeopardize LT outcomes. Here, we explore the incidence, underlying mechanisms, and comprehensive management strategies for PVT throughout the pre-, intra-, and postoperative phases of LT in cirrhotic patients. Before transplantation, key interventions include anticoagulation therapies, transjugular intrahepatic portosystemic shunts (TIPS), and various endovascular techniques aimed at recanalizing the portal vein. During LT, surgical approaches range from straightforward eversion thrombectomy to more intricate procedures, such as jump grafts from the superior mesenteric vein (SMV), renoportal anastomosis (RPA), and portocaval hemitransposition, tailored to the extent of the thrombosis. In cases of extensive PVT, multivisceral transplantation (MVT) emerges as a viable option. Post-transplant management centers on thromboprophylaxis and anticoagulation, balancing the prevention of thrombotic events with the risk of bleeding complications. This review underscores the critical importance of early identification and proactive management of PVT to enhance outcomes for LT candidates. Full article

Background/Objectives: Plasma cell gingivitis (PCG) is a rare, benign, non-dental-plaque-induced inflammatory condition characterized by dense subepithelial infiltration of polyclonal plasma cells. Due to its nonspecific clinical presentation, PCG represents a diagnostic challenge. This case report aims to describe a clinical case of PCG, highlighting the diagnostic process, histopathological correlation, and therapeutic approach. Methods: A 57-year-old male presented with a polypoid, erythematous, and edematous gingival lesion in the anterior maxillary region, with spontaneous bleeding on probing. Following clinic assessment, an incisional biopsy was performed, alongside complete hematological and inflammatory profiling. Histological and immunohistochemical analyses revealed the presence of an inflammatory infiltrate. Results: Histological evaluation revealed spongiotic squamous epithelium characterized by a dense plasma cell infiltrate with a liquenoid pattern of CD3-positive T and CD20-positive B lymphocytes. A polytypic expression of kappa and lambda light chains was also detected. The patient underwent topical corticosteroid therapy, showing progressive clinical improvement and resolution of symptoms, although minor mucosal involvement persisted. Conclusions: PCG remains a rare and underdiagnosed condition requiring integration of clinical, hematological, and histopathological data for accurate diagnosis. While corticosteroids remain the first-line therapy, emerging treatments, including photobiomodulation, may offer future adjunctive strategies to improve outcomes and reduce recurrence. Full article

Endoscopic ultrasound (EUS)-guided drainage using lumen-apposing metal stents (LAMSs) has become the standard for managing pancreatic fluid collections (PFCs), especially walled-off necrosis (WON). However, LAMS-specific adverse events (AEs), including bleeding, stent occlusion, and infection, remain a concern. To mitigate these complications, some experts advocate placing coaxial double-pigtail plastic stents (DPPSs) within LAMSs. This narrative review critically examines the evidence from retrospective and prospective studies, one RCT, and recent meta-analyses on this combined approach. While the routine use of coaxial double-pigtail plastic stents (DPPSs) within LAMSs is not universally supported, emerging data suggest benefits in select high-risk scenarios, such as large WON, debris-rich cavities, or disconnected pancreatic duct syndrome (DPDS), in which coaxial DPPS within LAMSs can reduce occlusion, infection, and recurrence. In addition, the type of LAMS appears to influence safety outcomes: the SPAXUS stent shows lower bleeding and migration rates than the Hot AXIOS. We propose a pragmatic algorithm for the patient-tailored use of coaxial DPPS and discuss technical innovations to improve outcomes. While evidence is still evolving, personalized strategies and future high-quality studies are needed to define the optimal role of coaxial DPPS within LAMSs in the EUS-guided drainage of PFCs. Full article

Background: Non-variceal upper gastrointestinal bleeding (NVUGIB) remains a critical medical–surgical emergency associated with significant morbidity, mortality, and healthcare burden worldwide. Despite advances in diagnostic and therapeutic modalities, NVUGIB continues to pose complex clinical challenges, particularly in resource-limited settings. Methods: This retrospective observational study analyzed 364 consecutive adult patients diagnosed with NVUGIB and hospitalized at the First Surgical Clinic of the County Emergency Clinical Hospital Craiova between January 2009 and December 2014. Inclusion criteria required a confirmed diagnosis based on clinical presentation, laboratory findings, and upper gastrointestinal endoscopy (UGIE). Demographic variables, etiology, comorbidities, drug-induced triggers, laboratory parameters, onset-to-admission and onset-to-surgery intervals, endoscopic findings, therapeutic interventions (medical, endoscopic, surgical), rebleeding rates, and mortality were recorded and analyzed. Results were descriptively compared with historical data from the national and international literature. Due to the retrospective and aggregate nature of the data, survival analysis (Kaplan–Meier) was not applicable. Results: Peptic ulcers, erosive gastritis, Mallory–Weiss syndrome, and gastric neoplasms were the predominant etiologies. NSAID use, oral anticoagulation, and alcohol consumption emerged as major risk factors. Endoscopic hemostasis was achieved in the majority of cases; surgical intervention was required in 11.5% of patients, mainly for refractory or recurrent bleeding. The overall mortality rate was 10.9%, consistent with historical benchmarks. Comparative analysis revealed trends in etiology and management reflecting evolving clinical practice standards. Conclusions: NVUGIB remains a significant clinical challenge with persistent mortality and rebleeding risks. This cohort highlights the need for timely diagnosis, risk stratification, and an evidence-based therapeutic strategy integrating modern endoscopic and surgical options. An updated diagnostic and management algorithm is proposed to guide practical decision-making and optimize outcomes in similar tertiary care settings. Full article

Chemotherapy-induced thrombocytopenia (CIT) is a common yet underrecognized complication of systemic chemotherapy, particularly in gastrointestinal (GI) cancers. Despite progress in targeted and immune-based therapies, platinum-based and fluoropyrimidine regimens, especially oxaliplatin-containing protocols, remain standard in GI cancer treatment and are linked to high rates of CIT. This complication often leads to treatment delays, dose reductions, and elevated bleeding risk. This review provides a comprehensive overview of the pathophysiology, clinical implications, and management strategies of CIT in GI malignancies. CIT arises from several mechanisms: direct cytotoxicity to megakaryocyte progenitors, disruption of the marrow microenvironment, thrombopoietin dysregulation, and immune-mediated platelet destruction. Platinum agents, antimetabolites, and immune checkpoint inhibitors can contribute to these effects. Oxaliplatin-induced CIT may occur acutely via immune mechanisms or chronically through marrow suppression. CIT affects 20–25% of solid tumor patients, with highest rates in those receiving gemcitabine (64%), carboplatin (58%), and oxaliplatin (50%). Within GI cancer regimens, FOLFOXIRI and S-1 plus oxaliplatin show higher CIT incidence compared to FOLFIRI and CAPIRI. Thrombocytopenia is graded by severity, from mild (Grade 1–2) to severe (Grade 3–4), and often necessitates treatment adjustments, transfusions, or supportive therapies. Current strategies include chemotherapy dose modification, platelet transfusion, and thrombopoietin receptor agonists (TPO-RAs) like romiplostim and eltrombopag. While platelet transfusions help in acute settings, TPO-RAs may preserve dose intensity and reduce bleeding. Emerging agents targeting megakaryopoiesis and marrow protection offer promising avenues for long-term management. Full article

Background: Spontaneous intracerebral hemorrhage (ICH) has the highest case fatality of all stroke types, yet recent epidemiological and outcome data from Central and Eastern Europe remain limited. Methods: We retrospectively analyzed prospectively collected data for 601 consecutive adults with primary ICH admitted to Sibiu County Clinical Emergency Hospital, Romania (2017–2023). Demographics, Glasgow Coma Scale (GCS), CT-derived hematoma volume (ABC/2), anatomical site, intraventricular extension (IVH), treatment, comorbidities, and in-hospital death were reported with exact counts and percentages; no imputation was performed. Results: Mean age was 68.4 ± 12.9 years, and 59.7% were male. Mean hematoma volume was 30.4 mL, and 23.0% exceeded 30 mL. IVH occurred in 40.1% and doubled mortality (50.6% vs. 16.7%). Overall case fatality was 29.6% and climbed to 74.5% for brain-stem bleeds. Men, although younger than women (66.0 vs. 71.9 years), died more often (35.4% vs. 21.1%; risk ratio 1.67, 95% CI 1.26–2.21). Systemic hazards amplified death risk: Oral anticoagulation, 44.2%; chronic alcohol misuse, 51.4%; thrombocytopenia, 41.0%; chronic kidney disease, 42.3%. Conservative management (74.9%) yielded 27.8% mortality overall and ≤15 for small-to-mid lobar or capsulo-lenticular bleeds; lobar surgery matched this (13.4%) only in large clots. Thalamic evacuation was futile (82.3% mortality), and cerebellar decompression performed late still carried 54.5% mortality versus 16.6% medically. Multivariable analysis confirmed that low GCS, IVH, large hematoma volume, thrombocytopenia, and chronic alcohol use independently predicted in-hospital mortality. Limitations: This retrospective study lacked post-discharge functional outcome data (e.g., mRS at 90 days). Conclusions: This study presents the largest Romanian single-center ICH cohort, establishing national benchmarks and underscoring modifiable risk factors. Early ICH lethality aligns with Western data but is amplified by exposures such as alcohol misuse, anticoagulation, thrombocytopenia, and CKD. Priorities include preventive strategies, timely surgical access, wider adoption of minimally invasive techniques, and development of a prospective regional registry. Full article

Background/Objectives: Green light laser photosensitive vaporisation of the prostate (GLL-PVP) is a common procedure for bladder outlet obstruction, with a low incidence of post-operative bleeding. At Northern Health, postoperative management involved limited bladder washout with two bags of 2 L saline, spigotting, and undergoing a trial of void (TOV) the next morning. A new model of care was commenced in which patients were discharged after the two bags of washout, and the TOV occurred at home through the Hospital in the Home service. The aim of this study was to audit patient outcomes, patient satisfaction, and health service benefits of this novel program. Methods: Patients assigned to the program between March 2023 and June 2024 were analysed. Catheter removal occurred the morning after surgery, and the decision on the success of the TOV was made following an afternoon review. Results: A total of 93.3% (28/30) patients passed their TOV at home. There were no readmissions in the first 48 h postoperation, with only three emergency department (ED) presentations in this time. On a five-point rating scale, 25/25 questionnaire respondents were happy with their care, 20/25 rated the service as very good, and 5/25 rated the service as good. An extra AUD 3377.56 in revenue was generated per patient from the freed inpatient beds, which correlated to a net revenue of AUD 83,016.83 generated over the study period. Conclusions: At-home TOV after GLL-PVP is safe and feasible. There is high patient satisfaction and significant benefits to the healthcare system. This framework can additionally be adopted after other urological surgeries. Full article

Patients with Roux-en-Y gastric bypass (RYGB) are a significant challenge for endoscopic retrograde cholangiopancreatography (ERCP) due to the altered anatomy. Endoscopic ultrasound (EUS)-directed transgastric ERCP (EDGE) has emerged as a valuable alternative to standard methods like enteroscopy-assisted (EA-ERCP) and laparoscopy-assisted (LA-ERCP) ERCP. EDGE involves creating a temporary fistula between the gastric pouch and the excluded stomach under EUS guidance, typically using a lumen-apposing metal stent (LAMS). This allows a standard ERCP scope to access the second duodenum and the biliary tree with standard devices. Several studies have investigated the efficacy and safety of this approach, with variations in techniques such as suturing the LAMS to prevent migration. EDGE has demonstrated high technical success rates, and current evidence indicates that it can be performed safely, with acceptable rates of adverse events such as stent migration, bleeding, and perforation, making it the preferred option in referral centers. This comprehensive review aims to provide a concise evaluation of EDGE, its techniques, outcomes, and role in managing biliary and pancreatic disorders in RYGB patients. Full article

Background: Tranexamic acid is an antifibrinolytic medication often used to prevent hemorrhage. The dosage and route of administration can vary depending on specialty and indication, although one of the most common routes includes intravenous application. Other possible administration modalities include intramuscular and topical applications or irrigation. Although not the most common method, more research is emerging on the topical application of the drug to prevent bleeding. Methods: Specific search terms regarding the topical administration of tranexamic acid were input into PubMed and were reviewed via Covidence. Selected studies were stratified based on specialty (ears, nose, and throat; cardiology; plastic surgery; and orthopedics), and hematologic outcomes regarding tranexamic acid use were reviewed. Results: An evaluation of the studies demonstrated the feasibility of tranexamic acid in the topical form; however, it can depend on the specialty-specific indications. Each field utilizes unique procedures or surgeries, which can play a role in the effectiveness of the medication. Conclusions: While the current literature demonstrates the feasibility of tranexamic acid, further research is needed to understand its viability in other fields, such as obstetrics. Full article

Background/Objectives: Clinically significant portal hypertension (CSPH) in cirrhotic patients impacts mortality rates and quality of life. CSPH increases the risk of systemic decompensation and could predispose to the deterioration of portal hypertension (PH)–gastric complications, such as portal hypertensive gastropathy (PHG) and portal hypertensive polyps (PHPs). In the management of CSPH with high-risk varices, endoscopic band ligation (EBL) is effective in preventing variceal bleeding. However, this procedure has several drawbacks, ranging from its inability to treat PH to the potential development of significant PH–gastric complications. The aim of our study is to evaluate endoscopic changes in PHG, PHPs, and gastric varices before and after the obliteration of esophageal varices, highlighting the potential risks of EBL. Methods: We retrospectively evaluated forty-four patients who underwent EBL for esophageal varices in emergency and elective settings, according to Baveno VII guidelines. We assessed the presence and severity of PHG, the status of gastric varices, and the number of PHPs before and after the eradication of esophageal varices. We used Fisher’s exact test and t-tests to compare the endoscopic and clinical-laboratory data statistically. A p-value < 0.05 was considered statistically significant. Results: This study found that after the eradication of varices, there was a significant worsening of PHG in 28 patients (63%) compared to before the procedure (p < 0.05). The condition remained stable in 14 patients (31%). However, it is worth noting that 90% of the patients exhibited severe PHG at baseline. Additionally, the absence of ascites and the non-administration of beta blockers at baseline were independent risk factors for worsening PHG (p < 0.05). Along with the deterioration of PHG, three patients (7%) developed gastric varices, all classified as type 1 gastroesophageal varices, and in two patients (4.5%), PHPs were formed. In particular, out of these two cases, the number of PHPs increased from one to two compared to the baseline. Conclusions: Our study underscores the association of EBL with a general worsening of PH–gastric complications and the protective effect of beta blockers in this context. Despite these promising results, future studies are needed to assess whether the worsening of PH–gastric complications is sustained over time and whether it is associated with a deterioration in clinical outcomes in patients with cirrhosis. Such evidence could help guide a more informed therapeutic decision between EBL and beta blockers. Full article

Background: Cardiac surgery patients with pre- or post-operative atrial fibrillation are at an increased risk for thromboembolic stroke, often due left atrial appendage (LAA) thrombus. Surgical LAA exclusion (LAAE) can be performed and must be complete to avoid increased thrombus formation. Methods: This prospective, multi-center, post-market study (NCT05101993) evaluated the long-term safety and performance of the epicardial V-shape AtriClip device. Patients ≥18 years who had received V-shape AtriClip devices during non-emergent cardiac surgery consented to a prospective 12-month follow-up visit and LAA imaging. The primary performance was LAAE without residual left atrium-LAA communication, assessed by imaging at the last follow-up visit. The primary safety was device- or implant procedure-related serious adverse events (SAEs) (death, major bleeding, surgical site infection, pericardial effusion requiring intervention, myocardial infarction) within 30 days. Results: Of 155 patients from 11 U.S. centers, 151 patients had evaluable imaging. Complete LAAE was obtained in all patients. Primary performance in the intent-to-treat population was met, with 97% (95% CI 93.52%, 99.29%; p = 0.0001) complete LAAE. Primary safety was met, with 100% (95% CI 97.75%, 100%; p < 0.0001) of patients free from pre-defined SAEs within 30 days. One device-related SAE was reported, which resolved intraprocedurally. Conclusions: AtriClip V-Clip showed safe and successful LAAE through 12 months of follow-up. Full article

Modern aircraft increasingly utilizes highly integrated electronic equipment, driving continuously increasing heat dissipation demands. Vapor compression refrigeration systems demonstrate stronger alignment with future aircraft thermal management trends, leveraging their superior volumetric cooling capacity, high energy efficiency, and independence from engine bleed air. This paper reviews global research progress on aircraft vapor compression refrigeration systems, covering performance optimization, dynamic characteristics, control strategies, fault detection, and international development histories and typical applications. Analysis identifies emerging challenges under large-temperature-range cooling requirements, with comparative assessment establishing zeotropic mixture auto-cascade vapor compression refrigeration systems as the optimal forward-looking solution. Finally, recognizing current research gaps, we propose future research directions for onboard auto-cascade vapor compression refrigeration systems: optimizing refrigerant mixtures for flight conditions, achieving efficient gas-liquid separation during variable overloads and attitude conditions, and developing model predictive control with intelligent optimization to ensure reliability. Full article

Background: Intracerebral hemorrhage (ICH) is a severe form of stroke associated with high morbidity and mortality. While neurosurgical evacuation may offer theoretical benefits, its impact on survival and hospital course remains debated. We aimed to compare the outcomes of surgical versus conservative management in patients with lobar, capsulo-lenticular, and thalamic ICH and to identify factors influencing mortality and the surgical decision. Methods: This single-center, retrospective cohort study included adult patients admitted to the County Clinical Emergency Hospital of Sibiu (2017–2023) with spontaneous supratentorial ICH confirmed via CT (deepest affected structure determining lobar, capsulo-lenticular, or thalamic location). We collected data on demographics, clinical presentation (Glasgow Coma Scale [GCS], anticoagulant use), hematoma characteristics (volume, extension), treatment modality (surgical vs. conservative), and in-hospital outcomes (mortality, length of stay). Statistical analyses included t-tests, χ², correlation tests, and logistic regression to identify independent predictors of mortality and surgery. Results: A total of 445 patients were analyzed: 144 lobar, 150 capsulo-lenticular, and 151 thalamic. Surgical intervention was more common in patients with larger volumes and lower GCS. Overall, in-hospital mortality varied by location, reaching 13% in the lobar group, 20.7% in the capsulo-lenticular group, and 35.1% in the thalamic group. Within each location, surgical intervention did not significantly reduce overall in-hospital mortality despite the more severe baseline presentation in surgical patients. In lobar ICH specifically, no clear survival advantage emerged, although surgery may still benefit those most severely compromised. For capsulo-lenticular hematomas > 30 mL, surgery was associated with lower mortality (39.4% vs. 61.5%). In patients with large lobar ICH, surgical intervention was associated with mortality rates similar to those seen in less severe, conservatively managed cohorts. Multivariable adjustment confirmed GCS and hematoma volume as independent mortality predictors; age and volume predicted the likelihood of surgical intervention. Conclusions: Despite targeting more severe cases, neurosurgical evacuation did not uniformly lower in-hospital mortality. In lobar ICH, surgical patients with larger hematomas (~48 mL) and lower GCS (~11.6) had mortality rates (~13%) comparable to less severe, conservative cohorts, indicating that surgical intervention was associated with similar mortality rates despite higher baseline risk. However, these findings do not establish a causal survival benefit and should be interpreted in the context of non-randomized patient selection. For capsulo-lenticular hematomas > 30 mL, surgery was associated with lower observed mortality (39.4% vs. 61.5%). Thalamic ICH remained most lethal, highlighting the difficulty of deep-brain bleeds and frequent ventricular extension. Across locations, hematoma volume and GCS were the primary outcome predictors, indicating the need for timely intervention, better patient selection, and possibly minimally invasive approaches. Future prospective multicenter research is necessary to refine surgical indications and validate these findings. To our knowledge, this investigation represents the largest and most contemporary single-center cohort study of supratentorial intracerebral hemorrhage conducted in Romania. Full article