Robotic surgery provides precise control, allowing for optimal dissection and cutting of tissues while minimizing bleeding. However, a significant drop in hemoglobin (Hb) after robot-assisted radical prostatectomy (RARP) is often recorded. The current study aimed to examine the postoperative Hb drop and its predictive factors in prostate cancer (PCa) patients who underwent RARP. From our tertiary care center\'s prospectively maintained database, all PCa patients who underwent RARP from January 2022 to January 2023 were identified. For each patient, baseline, anesthesiologic, and surgical characteristics, as well as blood samples before and after surgery, were collected. Multivariable linear and logistic regression models were fitted to investigate potential predictive factors of linear Hb drop or Hb drop ≥ 2 g/dl between preoperative and postoperative day (POD) one, after RARP. Overall, 110 RARP patients were enrolled. Considering the Hb, the median preoperative and POD1 values were 14.6 and 12.7 g/dl respectively (∆ = 1.9, p < 0.001); between POD2 and POD3, no statistically significant difference was recorded (12.4 vs 12.5 g/dl, ∆ = 0.1, p = 0.1). After multivariable analyses, age, BMI, prostate volume, nerve-sparing approach, anesthesia time, intraoperative fluids, intraoperative blood loss, and intraoperative diuresis did not show a statistically significant predictive value (all p > 0.05). The current prospective study showed a statistically significant Hb drop until POD1. After that, a quick stabilization of the Hb value was recorded. This reduction was not correlated with pre- and intraoperative variables. These observations might play an important role in postoperative inpatient RARP management, in both large and low-volume centers.

UNASSIGNED: surgical site infection is associated with longer postoperative hospital stays. We explored factors associated with longer postoperative hospital stays among patients in the surgical ward of a primary rural hospital in Ethiopia, where laboratory facilities for microbiological confirmation of surgical site infections were not available.
UNASSIGNED: an observational study was performed for patients ≥ 18 years of age who underwent elective or emergency surgery from 22nd June 2017 to 19th July 2018. Data were taken from paper-based medical records and patient interviews. The primary outcome was postoperative length of hospital stay. Data were analyzed by multivariable linear regression using Stata software, version 13.
UNASSIGNED: seventy-five patients were enrolled, sociodemographic data was obtained from 14 of these patients by interview, and 44 patients had complete outcome and covariate data and were included in regression analysis. Median length of preoperative hospital stay was 3.0 (interquartile range 2.0) days. Postoperative length of hospital stay was longer by 3.8 days (95% confidence interval (CI) 1.05-6.55; p=0.008), 4.7 days (95% CI 1.64-7.66; p=0.004), and 5.9 days (95% CI 2.70-9.02; p=0.001), for patients 35-54 years, 55-64 years and the 65+ years respectively, compared to patients who were 18-34 years of age. Patients who received preoperative antibiotics stayed 5.3 days longer (95% CI 1.67-8.87; p=0.005) compared to those who were not given preoperative antibiotics.
UNASSIGNED: age and improper use of preoperative antibiotics compound the risk for postoperative length of stay. Infection prevention protocols, including staff training, and surveillance for surgical site infections are critical for improving hospital outcomes.

OBJECTIVE: This study aims to investigate whether contrast-enhanced ultrasound (CEUS) could be used to reveal the status of blood supply of the superficial flap of rat model in the early postoperative stage.
METHODS: One viable and one ischemic random-pattern flap were prepared on the left and right back of the same rat respectively with a number of 40. CEUS examinations were applied within 12 h and 7 days postoperatively, and the quantitative measurements of microvascular blood volume (BV) of the base and the end of both flaps were expressed using acoustic intensity as a ratio to that of the healthy skin.
RESULTS: Within 12 h post operation, there was a smaller BV value of the ischemic ends than that of both the ischemic bases and viable ends (p < 0.001), while no difference was indicated between ischemic bases and viable bases or between viable bases and viable ends. The same result was provided 7 days post operation.
CONCLUSIONS: Microcirculation of superficial tissues such as random-pattern flaps in this rat model can be assessed quantitatively by CEUS. It could sensitively and accurately reveal the objective status of tissue perfusion in the early postoperative stage.

UNASSIGNED: To compare the effects between telerehabilitation and in-person rehabilitation on physical function, pain and quality of life in patients with breast cancer after surgery.
UNASSIGNED: Randomized, controlled, and parallel study that involved post-surgical oncological breast surgery patients who were female and aged between 18 and 70 years. The study was conducted in an outpatient environment, and the participants were randomized using a computer system. Population was divided into 2 groups: G1 (n = 20), who received face-to-face care, and G2 (n = 24), who received telerehabilitation. Participants were followed for 15 and 45 days postoperatively. The study\'s primary outcomes were based on 44 patients (n = 44). Values of changes in quality of life, range of motion (ROM), muscle strength, and upper limb functionality were compared for both groups during the 15 to 45 day postoperative.
UNASSIGNED: Both groups exhibited progressive improvements in range of motion, muscle strength, functionality, and quality of life over time (15- and 45-days post-operatively [PO]), indicating a positive response to treatment. Patients in G2 demonstrated more significant improvements in range of motion and muscle strength, as well as better functionality and quality of life compared to G1, particularly after 45 days PO. Additionally, G2 exhibited a more significant reduction in fatigue after 45 days PO.
UNASSIGNED: Telerehabilitation is a viable option with good usability, and has been shown to produce results similar to in-person physiotherapy in most cases, and even superior in some. Long-term intervention studies are needed for the development of telerehabilitation.

BACKGROUND: Chronic subdural hematoma (CSDH) represents a prevalent medical condition, posing substantial challenges in postoperative management due to risks of recurrence. Such recurrences not only cause physical suffering to the patient but also add to the financial burden on the family and the health care system. Currently, prognosis determination largely depends on clinician expertise, revealing a dearth of precise prediction models in clinical settings.
OBJECTIVE: This study aims to use machine learning (ML) techniques for the construction of predictive models to assess the likelihood of CSDH recurrence after surgery, which leads to greater benefits for patients and the health care system.
METHODS: Data from 133 patients were amassed and partitioned into a training set (n=93) and a test set (n=40). Radiomics features were extracted from preoperative cranial computed tomography scans using 3D Slicer software. These features, in conjunction with clinical data and composite clinical-radiomics features, served as input variables for model development. Four distinct ML algorithms were used to build predictive models, and their performance was rigorously evaluated via accuracy, area under the curve (AUC), and recall metrics. The optimal model was identified, followed by recursive feature elimination for feature selection, leading to enhanced predictive efficacy. External validation was conducted using data sets from additional health care facilities.
RESULTS: Following rigorous experimental analysis, the support vector machine model, predicated on clinical-radiomics features, emerged as the most efficacious for predicting postoperative recurrence in patients with CSDH. Subsequent to feature selection, key variables exerting significant impact on the model were incorporated as the input set, thereby augmenting its predictive accuracy. The model demonstrated robust performance, with metrics including accuracy of 92.72%, AUC of 91.34%, and recall of 93.16%. External validation further substantiated its effectiveness, yielding an accuracy of 90.32%, AUC of 91.32%, and recall of 88.37%, affirming its clinical applicability.
CONCLUSIONS: This study substantiates the feasibility and clinical relevance of an ML-based predictive model, using clinical-radiomics features, for relatively accurate prognostication of postoperative recurrence in patients with CSDH. If the model is integrated into clinical practice, it will be of great significance in enhancing the quality and efficiency of clinical decision-making processes, which can improve the accuracy of diagnosis and treatment, reduce unnecessary tests and surgeries, and reduce the waste of medical resources.

BACKGROUND The spring-and-loop with clip (S-O clip) consists of a spring and a nylon loop located on one side of the claws of the clip, and is used in gastric endoscopic submucosal dissection (ESD) to allow countertraction. This retrospective study included 290 patients with early gastric neoplasms (eGNs) and aimed to compare postoperative outcomes of ESD with and without the use of the S-O clip. MATERIAL AND METHODS We retrospectively reviewed the data of 347 patients with eGN who underwent ESD, with or without an S-O clip, at our institution between April 1, 2017 and March 31, 2023. Overall, 290 patients were analyzed after excluding ineligible participants. The control group (n=149; adenoma: 1, carcinoma: 148) underwent ESD without an S-O clip between April 2017 and March 2020, while the S-O group (n=141; adenoma: 4, carcinoma: 137) used the clip between April 2020 and March 2023. Primary outcomes included procedure time, en bloc resection rate, and complete resection rate. Subgroup analysis for examined procedure time concerning endoscopist expertise, submucosal fibrosis, and neoplasm locations. RESULTS The S-O group had a shorter procedure time (44.4±23.9 vs 61.1±40.9 min, P<0.001) and a higher complete resection rate (97.9% vs 92.6%, P<0.05) than the control group. Subgroup analysis revealed that the S-O clip significantly reduced procedure time for trainees compared to the control group (40.8±18.3 vs 61.1±35.6 min, P<0.05). CONCLUSIONS The scheduled use of S-O clips in gastric ESD is effective in improving procedural time and complete resection rates, benefiting endoscopists across all experience levels.

OBJECTIVE: To comprehensively analyze the factors associated with different intensities of physical activity and sedentary behavior in newly diagnosed lung cancer patients in the early postoperative period, providing a basis for clinically tailored personalized intervention measures.
METHODS: A cross-sectional study design was employed, and 915 patients newly diagnosed with lung cancer completed a questionnaire survey on demographics, disease, health-related fitness, and psychosocial factors. Physical activity levels and sedentary behaviors were assessed using the International Physical Activity Questionnaire. Data were analyzed using SPSS 25.0.
RESULTS: The physical activity level of walking amounted to 1265.4 ± 1025.8 MET-min/week, potentially influenced by factors such as region, depression, health behavior capacity, and lactate dehydrogenase. The moderate-intensity physical activity level stood at 529.8 ± 976.5 MET-min/week, subject to influences like regional lymph node staging, body mass index, and albumin levels, among other factors. The high-intensity physical activity level was 111.1 ± 731.0 MET-min/week, potentially affected by region, grip strength, health behavior capacity, and other factors. Sedentary time averaged 5 ± 3 h/day, potentially influenced by work conditions, red blood cell values, and other factors.
CONCLUSIONS: In patients newly diagnosed with lung cancer, early postoperative walking activities predominate, with less engagement in high-intensity physical activity and prolonged sedentary time. Physical activity and sedentary behavior may be influenced by various factors such as geography, physiology, psychology, and health-related fitness. To enhance the quality of life of patients with lung cancer in the early postoperative period, tailored intervention measures should be devised based on the circumstances of the individual patients.

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OBJECTIVE: Precise assessment of postoperative volume status is important to administrate optimal fluid management. Bioelectrical impedance analysis (BIA) which measures the body composition using electric character. Extracellular water (ECW) ratio by BIA represented as the ratio of ECW to total body water (TBW) and is known to reflect the hydration status. Based on this, we aimed to determine whether aggressive fluid control using ECW ratio could improve clinical outcomes through a single blind, randomized controlled trial.
METHODS: From November 2021 to December 2022, intensive care unit (ICU) patients admitted after surgery were randomly assigned to an intervention group or a control group whether postoperative fluid management was controlled via BIA. Among patients in the intervention group, dehydrated patients received a bolus infusion with crystalloid fluid whereas diuretics were administrated to overhydrated patients until the value of ECW ratio fell within its normal setting range (0.390-0.406). Contrarily, BIA was performed once a day for the control group. Patients in the control group received traditional fluid treatment regardless of BIA results. Primary outcome was in-hospital mortality in two groups. The secondary outcomes were postoperative morbidities, 28-day mortality.
RESULTS: 77 patients of the intervention group and 90 patients of the control group were finally analyzed. The in-hospital mortality (0 in intervention, 4.4% in control, p = 0.125) and 28-day mortality (1.3% in intervention, 14.4% in control, p = 0.002) showed lower incidence in the intervention group than in the control group. In multivariate analysis, the overhydrated status whose ECW ratio exceeding 0.406 [odds ratio (OR): 2.731, 95% confidence interval (CI): 1.001-7.663, p = 0.049] and high capillary leak index (CLI) value at ICU admission (OR: 1.024, 95% CI: 1.008-1.039, p = 0.002) were risk factors of postoperative morbidities. Regarding the 28-day mortality, high CLI value (OR: 1.025, 95% CI: 1.002-1.050, p = 0.037) and traditional strategy without BIA monitoring (OR: 9.903, 95% CI: 1.095-89.566, p = 0.041) were the significant predisposing factors.
CONCLUSIONS: Our results revealed the rigorous fluid treatment with volume control based on ECW ratio by BIA failed to achieve significant improvement in in-hospital mortality, but it could reduce 28-day mortality of ICU patients. Monitoring of ECW ratio may help establish optimal fluid treatment strategies for postoperative ICU patients who are susceptible to fluid imbalances with fluid overload.
BACKGROUND: ClinicalTrials.gov, NCT06097923, retrospectively registered on October 16, 2023, https://clinicaltrials.gov/study/NCT06097923?term=NCT06097923&rank=1.

BACKGROUND: Digital technology and gamified apps can be useful in the health care context. Gamification uses technology to influence users\' actions and motivations through experiences that resemble games. Patient adherence to the enhanced recovery after surgery (ERAS) program is crucial for achieving early recovery after surgery and continuous monitoring is essential for obtaining good results.
OBJECTIVE: This study aimed to describe the development and validation of a mobile app for enhanced recovery after surgery (MobERAS), a gamified mobile health app for telemonitoring patients in the postoperative period based on the ERAS program, and to evaluate its functionality and usability and the experience of patients, health care professionals, and computer professionals with its use.
METHODS: We developed MobERAS for postoperative telemonitoring, with active participation of patients in the process, and offering availability of real-time information for the health team. The app development process included idealization, interdisciplinary team formation, potential needs assessment, and product deployment. Usability tests were conducted throughout the development process with improvements, technical adjustments, and updates. After finalization, comprehensive verification tests were performed. The parameters evaluated are those that can influence the length of hospital stay, such as nausea, vomiting, pain scales, return to normal gastrointestinal function, and thromboembolic events. MobERAS was designed to be downloaded by users on their phones, tablets, or other mobile devices and to provide postoperative data. The app has a GPS that monitors the patient\'s walking time and distance and is connected to a virtual database that stores the collected data.
RESULTS: Women undergoing medium and major gynecologic oncologic surgeries were included. We included 65 patients with an average age of 53.2 (SD 7.4, range 18-85) years. The time of use ranged from 23.4 to 70 hours (mean 45.1, SD 19.2 hours). Regarding adherence to the use of MobERAS, the mean fill rate was 56.3% (SD 12.1%, range 41.7%-100%), and ambulation data were obtained for 60 (92.3%) of the 65 patients. The researcher had access to the data filled out by the patients in real time. There was good acceptance of the use of MobERAS by the patients, with good evaluation of the app\'s usability. MobERAS was easy to use and considered attractive because of its gamified design. The app was rated as good or very good in all items by health care professionals (n=20) and professionals specializing in technological innovation (n=10).
CONCLUSIONS: MobERAS is easy to use, safe, well accepted by patients, and well evaluated by experts. It can be of great use in clinical surgical practice and an important tool for greater engagement of patients and health care professionals with the ERAS program.