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Keywords = Endoscopy Department Resources

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37 pages, 1489 KB  
Article
Data-Driven Optimisation of Endoscopy Department Resources Through Statistical Analysis and Mixed-Integer Linear Programming
by Laia Llunas-Mestres, Francesca L. Aguilar Paredes, Luis Barranco-Priego, Miguel Pantaleón Sánchez, Pere Marti-Puig and Jordi Cusido
Appl. Sci. 2026, 16(4), 1864; https://doi.org/10.3390/app16041864 - 13 Feb 2026
Viewed by 470
Abstract
The efficient use of resources represents a critical challenge for public healthcare systems facing increasing demand. In this study, an operational analysis was conducted at Hospital del Mar (Barcelona) to demonstrate that persistent bottlenecks and capacity deficits are primarily organizational and not only [...] Read more.
The efficient use of resources represents a critical challenge for public healthcare systems facing increasing demand. In this study, an operational analysis was conducted at Hospital del Mar (Barcelona) to demonstrate that persistent bottlenecks and capacity deficits are primarily organizational and not only quantitative. Through a prospective observational study and exploratory data analysis (EDA), it was identified that high apparent workloads often coexist with structural inefficiencies, particularly regarding the unpredictable demand of urgent and inpatient procedures. To address these gaps, a Mixed-Integer Linear Programming (MILP) model was implemented to optimize spatial and temporal resource allocation. Unlike reactive scheduling, this data-driven approach explicitly incorporates capacity reserves for non-programmable activities and ensures realistic time slots without increasing physical or human resources. It is shown that MILP-optimized scheduling significantly balances workload, eliminates artificial overlaps, and improves room utilization—reaching rates of 99.5%. The findings highlight that temporal agenda design constitutes a critical, yet underutilized, lever for hospital management. A scalable tool for evidence-based decision-making is provided by this framework, allowing for a clear distinction between apparent productivity and real efficiency. The proposed model is considered highly transferable to other clinical settings facing similar operational constraints. Full article
(This article belongs to the Section Computing and Artificial Intelligence)
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15 pages, 1320 KB  
Article
Telemedicine Hybrid Care Models in Gastroenterology Outpatient Care: Results from a German Tertiary Center
by Nada Abedin, Christian Kilbinger, Alexander Queck, Nina Weiler, Anita Pathil, Ulrike Mihm, Christoph Welsch, Irina Blumenstein, Alica Kubesch-Grün, Stefan Zeuzem and Georg Dultz
J. Clin. Med. 2025, 14(7), 2471; https://doi.org/10.3390/jcm14072471 - 4 Apr 2025
Cited by 5 | Viewed by 1747
Abstract
Background: With the COVID-19 pandemic, a rapid adoption of telemedicine became necessary. Data regarding its implementation in specialized hepatology/IBD care remain limited. This study evaluated telemedicine’s effectiveness and safety during the pandemic at a German tertiary center and explored its integration into future [...] Read more.
Background: With the COVID-19 pandemic, a rapid adoption of telemedicine became necessary. Data regarding its implementation in specialized hepatology/IBD care remain limited. This study evaluated telemedicine’s effectiveness and safety during the pandemic at a German tertiary center and explored its integration into future hybrid care models. Methods: In a retrospective study, we analyzed 3147 patient encounters at the outpatient clinic of the Department for Gastroenterology and Hepatology at the University Hospital Frankfurt between March and June 2020. We assessed patient characteristics, appointment adherence, and outcomes across the three specialized clinics: hepatology (n = 1963), liver transplant (n = 594), and IBD (n = 590). Multivariate regression analysis identified predictors of successful telemedicine utilization. Results: Out of all appointments, 1112 (35.3%) were conducted via telemedicine, with significantly different adoption rates across clinics (hepatology, 40.4%; liver transplant, 32.8%; IBD, 21.0%, p < 0.01). Adherence rates were comparable between telemedicine (91.3%) and in-person visits (90.5%). Multivariate analysis identified age (OR 1.009, 95%CI 1.004–1.014, p < 0.001), metabolic-associated steatotic liver disease (OR 1.737, 95%CI 1.400–2.155, p < 0.001), and post-liver transplant status (OR 1.281, 95%CI 1.001–1.641, p = 0.049) as independent predictors of successful telemedicine utilization. HBV/HDV coinfection (OR 0.370, 95%CI 0.192–0.711, p = 0.003) and required endoscopy (OR 0.464, 95%CI 0.342–0.630, p < 0.001) were associated with in-person care. Hospitalization rates were low and comparable across modalities, confirming telemedicine’s safety. Conclusions: This study demonstrates that telemedicine can be successfully implemented in specialized gastroenterology and hepatology care, with high compliance rates comparable to in-person visits. Patient characteristics and disease-specific factors influence the suitability for telemedicine, supporting a stratified approach to hybrid care models, which can optimize resource utilization while maintaining quality of care. Particularly stable MASLD patients, well-controlled post-transplant recipients beyond one year, and IBD patients in sustained remission can be properly managed through telemedicine with annual in-person assessments. Full article
(This article belongs to the Section Gastroenterology & Hepatopancreatobiliary Medicine)
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9 pages, 453 KB  
Article
Are Short-Stay Units Safe and Effective in the Treatment of Non-Variceal Upper Gastrointestinal Bleeding?
by Marcello Candelli, Maria Lumare, Maria Elena Riccioni, Antonio Mestice, Veronica Ojetti, Giulia Pignataro, Giuseppe Merra, Andrea Piccioni, Maurizio Gabrielli, Antonio Gasbarrini and Francesco Franceschi
Medicina 2023, 59(6), 1021; https://doi.org/10.3390/medicina59061021 - 25 May 2023
Cited by 2 | Viewed by 2483
Abstract
Introduction: Emergency Department (ED) overcrowding is a health, political, and economic problem of concern worldwide. The causes of overcrowding are an aging population, an increase in chronic diseases, a lack of access to primary care, and a lack of resources in communities. [...] Read more.
Introduction: Emergency Department (ED) overcrowding is a health, political, and economic problem of concern worldwide. The causes of overcrowding are an aging population, an increase in chronic diseases, a lack of access to primary care, and a lack of resources in communities. Overcrowding has been associated with an increased risk of mortality. The establishment of a Short Stay Unit (SSU) for conditions that cannot be treated at home but require treatment and hospitalization for up to 72 h may be a solution. SSU can significantly reduce hospital length of stay (LOS) for certain conditions but does not appear to be useful for other diseases. Currently, there are no studies addressing the efficacy of SSU in the treatment of non-variceal upper gastrointestinal bleeding (NVUGIB). Our study aims to evaluate the efficacy of SSU in reducing the need for hospitalization, LOS, hospital readmission, and mortality in patients with NVUGIB compared with admission to the regular ward. Materials and Methods: This was a retrospective, single-center observational study. Medical records of patients presenting with NVUGIB to ED between 1 April 2021, and 30 September 2022, were analyzed. We included patients aged >18 years who presented to ED with acute upper gastrointestinal tract blood loss. The test population was divided into two groups: Patients admitted to a normal inpatient ward (control) and patients treated at SSU (intervention). Clinical and medical history data were collected for both groups. The hospital LOS was the primary outcome. Secondary outcomes were time to endoscopy, number of blood units transfused, readmission to the hospital at 30 days, and in-hospital mortality. Results: The analysis included 120 patients with a mean age of 70 years, 54% of whom were men. Sixty patients were admitted to SSU. Patients admitted to the medical ward had a higher mean age. The Glasgow-Blatchford score, used to assess bleeding risk, mortality, and hospital readmission were similar in the study groups. Multivariate analysis after adjustment for confounders found that the only factor independently associated with shorter LOS was admission to SSU (p < 0.0001). Admission to SSU was also independently and significantly associated with a shorter time to endoscopy (p < 0.001). The only other factor associated with a shorter time to EGDS was creatinine level (p = 0.05), while home treatment with PPI was associated with a longer time to endoscopy. LOS, time to endoscopy, number of patients requiring transfusion, and number of units of blood transfused were significantly lower in patients admitted to SSU than in the control group. Conclusions: The results of the study show that treatment of NVUGIB in SSU can significantly reduce the time required for endoscopy, the hospital LOS, and the number of transfused blood units without increasing mortality and hospital readmission. Treatment of NVUGIB at SSU may therefore help to reduce ED overcrowding but multicenter randomized controlled trials are needed to confirm these data Full article
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13 pages, 1218 KB  
Article
Bacterial Contamination of Surgical Instruments Used at the Surgery Department of a Major Teaching Hospital in a Resource-Limited Country: An Observational Study
by Enid Owusu, Francis W. Asane, Antoinette A. Bediako-Bowan and Emmanuel Afutu
Diseases 2022, 10(4), 81; https://doi.org/10.3390/diseases10040081 - 5 Oct 2022
Cited by 20 | Viewed by 9266
Abstract
Surgical instruments, be they disposable or reusable, are essential in any surgical procedure. Reusable surgical instruments should be properly sterilized or disinfected before use. However, the protocols are not always followed accordingly. This results in sterilization and disinfection failures, leading to a possible [...] Read more.
Surgical instruments, be they disposable or reusable, are essential in any surgical procedure. Reusable surgical instruments should be properly sterilized or disinfected before use. However, the protocols are not always followed accordingly. This results in sterilization and disinfection failures, leading to a possible increase in the incidence of surgical site infections. This observational study report on bacterial contaminants identified instruments used for surgical procedures in a major teaching hospital in a resource-limited country. In total, 207 pre-sterilized surgical instruments and instrument parts used at three units—the general surgical theater, and the gastrointestinal (GI) endoscopy and urology endoscopy (uro-endoscopy) units—within the surgical department were randomly sampled and examined for bacterial contamination. Bacteria isolates were identified, and their antimicrobial susceptibility patterns were determined. Bacteria isolates that were identified included Citrobacter spp., Citrobacter freundii, Bacillus cereus, Staphylococcus hominis, and Staphylococcus aureus. Bacillus cereus was the most predominant bacteria isolated (30/61, 49.1%), and Staphylococcus hominis the least (1/61, 1.6%). In terms of the number of isolates from the three units examined, the uro-endoscopy unit recorded the highest followed by the general surgical theater and the GI endoscopy. However, there was no association between the various units and bacteria isolated, and no significant difference between the number of isolates among the various units (p = 0.9467, χ2 = 0.1095). In this study, even though CFU per device or device part counted was less than 20, bacteria isolated from the instruments used for a surgical procedure is of great concern considering that the setting of the study is a major teaching hospital. Multi-drug resistance was observed in almost all the isolated bacteria. Sterilization processes should be strictly adhered to, taking into consideration the length and temperature in order to reduce the risk of using contaminated instruments in these environments. It is therefore recommended that similar studies should be carried out in surgical departments at different levels of hospitals to ascertain the extent of this problem. Full article
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10 pages, 3767 KB  
Article
The Renaissance of the Vaginal Hysterectomy—A Due Act
by Michael Stark, Antonio Malvasi, Ospan Mynbaev and Andrea Tinelli
Int. J. Environ. Res. Public Health 2022, 19(18), 11381; https://doi.org/10.3390/ijerph191811381 - 9 Sep 2022
Cited by 8 | Viewed by 6655
Abstract
For many years, vaginal and abdominal hysterectomies were part of the routine procedures in many departments. Both of them lost their priority due to the introduction of endoscopy and robotic surgery. The disappearing abdominal hysterectomy is certainly reasonable, but the decline of using [...] Read more.
For many years, vaginal and abdominal hysterectomies were part of the routine procedures in many departments. Both of them lost their priority due to the introduction of endoscopy and robotic surgery. The disappearing abdominal hysterectomy is certainly reasonable, but the decline of using vaginal hysterectomy seems not to be justified, and it is an optimal example of the recent emergence of the Natural Orifice Surgery discipline. A modified method for vaginal hysterectomy is presented in order to encourage gynecologists to reconsider vaginal hysterectomy as a valid method. This method is the outcome of critical analyses of different vaginal hysterectomy methods. It is simple, reasonable, only ten steps, easy to learn, perform and teach, and proven to be a shorter operation with minimal blood loss and reduced need for analgesics when compared to the traditional way. Endoscopy or robotic surgery is not available everywhere. Therefore, it is important that gynecologists in low-resource settings be familiar with this simple method. Full article
(This article belongs to the Special Issue Feature Paper: Advance in Global Health)
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