Development of Synthetic Medical Data Generation Technology to Predict Postoperative Complications...
Acute Kidney InjurySurgery-Complications1 more<Development of synthetic medical data generation technology to predict postoperative complications> In order to develop a model for predicting the occurrence of complications after surgery, it is necessary to establish a cohort along with statistical indicators related to the occurrence of complications. This study aims to combine synthetic medical data based on actual clinical data and develop a predictive model based on synthetic medical data. This will allow researchers to conduct research only with synthetic data without dealing with actual medical data, allowing them to use and process data without legal constraints, and to create as much data as they want based on various preprocessed, standardized, and labeled raw data. Patients from three hospitals in Korea (Seoul National University Hospital, Seoul National University Bundang Hospital, Seoul Metropolitan City-Boramae Medical Center) were enrolled for the study. Medical data (both clinical and laboratory) from 410,000 patients who were conducted surgery between 2005 and 2020 were collected to evaluate the performance of the prediction model using AKI-based prediction model development and external verification. Based on the collected patient data, synthetic medical data were combined using the machine learning algorithm, and the anonymity and re-identification of the synthesized medical data were evaluated. Also, the development of AI-based prediction model using synthetic medical data and the actual medical data model were compared.
Estimated Oxygen Extraction Versus Dynamic Parameters for Perioperative Hemodynamic Optimization...
Perioperative/Postoperative ComplicationsMoralityThe aim of the study is to evaluate the complications rate of high risk patients undergoing non-cardiac surgery that receive two different protocols of hemodynamic optimization. A group of patients receive a protocol based on dynamic parameters of fluid responsiveness; the other group of patients receive a protocol based of the optimization of oxygen extraction. The hypothesis is that a perioperative hemodynamic optimization protocol based on oxygen extraction is not inferior to a protocol based on dynamic parameters of fluid responsiveness considering the complication rate developed postoperatively.
Efficacy of Nebulized Pulmicort Respules in Primary Lung Cancer Patients With COPD
Post Operative ComplicationPulmonary2 moreTo test the hypothesis that nebulized Pulmicort Respules could reduce post operation pulmonary complication incidence in primary lung cancer patients with COPD. Compare post-operation pulmonary complication incidence in two treatment arms among primary lung cancer patients with COPD required single lobectomy from 3days before operation to 7 days after operation.
Prospective Biomechanical Analysis of Donor-site Morbidity Following Microvascular Fibula Transplantation...
Postoperative ComplicationsPre- and postoperatively patients who underwent free fibula flap were examined regarding donor-site morbidity of the lower extremities.
RENAL RESISTIVE INDEX POST-OPERATIVE COMPLICATIONS IN MAJOR SURGERY?
Major High Risk OperationsRenal Resistive Index1 moreAn observational trial aiming to verify whether does any relationship exist between renal resistive index and postoperative outcome in major high risk surgery
Predictive Model for Postoperative Mortality
Postoperative ComplicationsSurgery has risk of morbidity and mortality. Risk factors include: patient factors; surgical factors; and anesthetic factors. The risk is much higher in emergency cases. The study of relevant risk factors can lead to improvement in patient management and reduction in mortality.
Diaphragmatic Echography After Thoracic Surgery
SurgeryThoracic3 moreThe investigator evaluated diaphragmatic function in patients undergoing thoracic surgery. Diaphragmatic displacement was evaluated before surgery, 2 and 24 hours after surgery. Also, preoperative spirometry and postoperative spirometry were collected (24 hours after surgery).
Single Dose of Tranexamic Acid and Blood Loss, in Elderly Patients With Hip Fracture
Blood LossSurgical3 moreThe aim of this study is to investigate the hypothesis that single dose of tranexamic acid (TXA) preoperatively will lower blood loss and transfusion rate in elderly patients with hip fractures (intertrochanteric or Subcapital), that will be treated with intramedullary nailing and cemented hemiarthroplasty respectively. After application of inclusion and exclusion criteria, patients will be randomized in two groups. Group 1 will include patients that receive preoperatively single dose of TXA (15mg/kg) and Group 2 will include patients that receive normal saline (control group).
Electrical Acupoint Stimulation for Postoperative Recovery
Postoperative ComplicationsPostoperative Nausea and Vomiting6 moreThis study investigates electrical acupoint stimulation (EAS) administered in peri-operation for improving postoperative recovery in elder patients, who accept knee arthroplasty. the surgery cause to change of stress response, which might be associated with postoperative recovery of patient Totally, three groups are created, 1/3 participants receive transcutaneous electrical acupoint stimulation, 1/3 participants receive electroacupuncture, the rest 1/3 will use sham transcutaneous electrical acupoint stimulation.
Muscle Relax Affects Outcomes of Robotic Surgery
General AnesthesiaPostoperative ComplicationsDuring robotic laparoscopic surgery, a high intraperitoneal pressure may result in high airway pressure and inadequate perfusion of the abdominal organs, and as a result the postoperative outcomes. Degree of neuromuscular blockade (NMB) can affect the intraperitoneal pressure. In this study, the patients undergoing robotic laparoscopic surgery will be assigned to deep NMB group and moderate NMB group. Perioperative outcomes including maximal intraperitoneal pressure, maximal intraoptic pressure, quality of emergence, postoperative pain, and incidence of postoperative respiratory complication will be compared. The results of this study will provide evidence for optimizing NMB protocol of robotic laparoscopic surgery.