Clinical Research Directory

Machine Learning-Assisted Management of Intraoperative Hypotension for Personalized Treatment

Intraoperative hypotension, defined as a drop in blood pressure during surgery, is a frequent event in patients undergoing general anesthesia. Even brief episodes of low blood pressure may reduce blood flow to vital organs such as the brain, heart, and kidneys, and have been associated with an increased risk of postoperative complications, prolonged recovery, and worse clinical outcomes. Despite its clinical importance, the management of intraoperative hypotension is often based on general guidelines and individual clinician experience rather than patient-specific physiological mechanisms. Low blood pressure during surgery can occur for different underlying reasons, including reduced circulating blood volume, excessive vasodilation caused by anesthetic agents, impaired heart contractility, or abnormalities in heart rate. In routine practice, these mechanisms are not always clearly distinguished, and similar treatment strategies may be applied to patients with different physiological causes of hypotension. As a result, the response to treatment can vary widely between patients. This prospective observational study aims to improve the understanding of intraoperative hypotension by collecting detailed hemodynamic data during surgery and analyzing these data using machine learning methods. The study is designed to observe current clinical practice without altering or interfering with routine patient care. All decisions regarding anesthesia management and treatment of hypotension will be made by the attending anesthesiologists according to standard clinical practice. The research team will not provide treatment recommendations during surgery. Adult patients undergoing elective surgery under general anesthesia with continuous invasive arterial blood pressure monitoring will be included. During the intraoperative period, blood pressure, heart rate, cardiac output, stroke volume, systemic vascular resistance, and other advanced hemodynamic parameters will be continuously recorded at regular intervals. When hypotension occurs, the onset, duration, and severity of the episode will be documented, along with the treatment applied, such as fluid administration, vasopressor agents, or inotropic medications. The time required for blood pressure to recover to an acceptable level will also be recorded. The collected data will be analyzed using machine learning techniques to identify distinct subtypes of intraoperative hypotension based on physiological patterns. These subtypes may reflect different underlying mechanisms, such as hypovolemia, vasodilation, myocardial depression, or heart rate-related causes. In addition, the study will evaluate how different treatment strategies perform across these hypotension subtypes and how quickly hemodynamic stability is restored. Patient-related factors such as age, sex, body mass index, physical status classification, and comorbid conditions will also be examined to determine their relationship with the occurrence, severity, and treatment response of hypotension episodes. By combining patient characteristics, physiological data, and treatment responses, the study aims to generate data-driven insights into personalized hypotension management. The ultimate goal of this research is to support the development of individualized treatment recommendations for intraoperative hypotension based on objective physiological data rather than a one-size-fits-all approach. The findings of this study are expected to provide a strong scientific foundation for future clinical decision-support systems that can assist anesthesiologists in selecting the most appropriate treatment strategy for each patient. By improving the precision of blood pressure management during surgery, this approach has the potential to enhance patient safety and perioperative outcomes while maintaining standard clinical workflows.

Comparison of Acoustic Variability Index (AVI) and Pulse Pressure Variation (PPV) for Predicting Fluid Responsiveness in Mechanically Ventilated Patients

The goal of this clinical trial is to learn if a new medical device called ResQ works to predict fluid needs in adults undergoing surgery under general anesthesia. The main questions it aims to answer are: * Can the Acoustic Variability Index (AVI) measured by ResQ predict if a participant needs more fluids as accurately as the standard arterial blood pressure-based method (PPV)? * Is the ResQ device safe to use during surgery? Researchers will compare the new method (AVI) to the standard method (PPV) to see if ResQ provides reliable information for managing patient fluids. Participants will: * Undergo their planned surgery as scheduled. * Have a soft probe placed in the esophagus to monitor heart and lung sounds. * Receive a set amount of intravenous (IV) fluid as part of their regular surgery care. * Have their heart function checked before and after the fluids are given.

EEG and Pain Monitor Data Under Anesthesia to Study Pharmacodynamic Effects of Opioids and Sedatives

Recording and analyzing electroencephalogram (EEG) and continuous pain monitor data under anesthesia in order to investigating the pharmacodynamic effects of opioids and sedatives.

Comparison of the Performances of the cTOFR and the mTOFR During Reversal of Deep Neuromuscular Blockade With Sugammadex

It is known that deep neuromuscular block improves surgical conditions, especially during laparoscopic abdominal surgery. Based on this, in the Perioperative Neuromuscular Blockade Management guide published by the ESAIC association in 2022, it is recommended to deepen the level of neuromuscular blockade in cases where surgical conditions need to be improved. Sugammadex should be used to quickly and reliably reverse deep neuromuscular blockade. TOFScan, a 3-dimensional acceleromyograph for neuromuscular monitoring, has become widely used in recent years. With this monitor, it has been shown that in addition to the classical train-of-four ratio (cTOFR), the modified train-of-four ratio (mTOFR) can be used during the spontaneous recovery of nondepolarizing neuromuscular blockade. In a study conducted by Schmartz et al. in 2021, it was shown that mTOFR, which is the ratio of T4 to the reference stimulus, was compiled later than cTOFR. Therefore, it is suggested that the mTOFR value is a better determinant for safe extubation.

Asleep Fiberoptic vs Direct Laryngoscopy Effect on Hemodynamic Stability Using Opioid Free Anesthesia Induction

The goal of this clinical trial is to compare blood pressure and heart rate between the fiberoptic and direct oral intubation using opioid free anesthesia induction. Secondary objectives include comparing the time needed for intubation and the incidence of postoperative sore throat, hoarseness, and upper airway trauma in adults aging between 18 to 55 years, scheduled for elective surgery under general anesthesia. The main question it aims to answer is: Does fiberoptic intubation cause less hemodynamic instability than direct oral intubation using opioid free anesthesia induction?

CO2 Modulation in Endovascular Thrombectomy for Acute Ischemic Stroke

Acute ischemic stroke due to large vessel occlusion is responsible of cerebral blood flow impairment with a progressive and extensive ischemic process. Cerebral collateral circulation may preserve an ischemic penumbra that could recover providing timely reperfusion of the occluded vessel. Mechanical thrombectomy is the standard of care for anterior circulation large vessel reperfusion. Strategy to promote cerebral blood flow in collateral circulation before reperfusion is scarce and rely mainly on blood pressure maintenance. Carbon dioxide is a potent cerebral vasodilator that could enhance collateral circulation blood flow and cerebral protection before reperfusion. General anesthesia with endotracheal mechanical ventilation could be used for thrombectomy and give the opportunity to modulate and control carbon dioxide tension in the blood. This study will test the effect of moderate hypercapnia on penumbral collateral circulation before reperfusion during mechanical thrombectomy for anterior circulation acute ischemic stroke under general anesthesia.

Effect of Anesthesia Techniques on Quality of Recovery Scores in HOLEP Surgery

The aim of this observational study is to evaluate the effects of different anesthesia techniques on the quality of recovery (QoR) and patient satisfaction in male patients, typically older adults with benign prostatic hyperplasia, undergoing Holmium Laser Enucleation of the Prostate (HoLEP). Participants will undergo HoLEP surgery under one of three anesthesia techniques-general, spinal, or combined spinal-epidural anesthesia-and will complete the QoR-40 questionnaire both before and after the surgery.

Anesthesia Modality and Oncologic Outcomes in High-Risk NMIBC: A Randomized Trial

To demonstrate the superior efficacy of spinal anesthesia (SA) versus general anesthesia (GA) according to the delay of time to recurrence in high-risk NMIBC patients up to Week 104 after TURBT.

Treating Children With Extensive Dental Needs

The goal of this qualitative study, using Grounded Theory, is to gain deeper knowledge about dentists' experiences from treating in particular young children with an extensive treatment need (mainly due to caries). The main question is to find out more about the dentists' reactions, feelings, perceived stress, and thoughts in general when meeting and treating young children with many carious lesions. The investigators also want to gain better understanding of how dentists think about reporting children who might be subject for maltreatment.

Observation on Administration of Propofol at Different Titration Endpoints

Propofol has a rapid onset and short duration of action, making it widely used for induction of general anesthesia. However, its prominent drawback is circulatory depression. Our research team previously proposed an individualized dosing method for the titration of propofol. We then compared the effects of different titration rates of propofol on hemodynamics and stress during general anesthesia induction. It was found that the incidence of hypotension during the induction period was lower in the 0.5 mg/kg/min group, with lower stress levels and faster postoperative recovery. However, this group still had a 25.3% incidence of hypotension. Therefore, we plan to further study the differences in hemodynamics, depth of anesthesia, stress response, and postoperative recovery in three groups of patients induced with a constant infusion rate of propofol at 0.5 mg/kg/min titrated to an OAA/S score of 1, an OAA/S score of 2, and BIS ≤ 60, combined with remifentanil 2 μg/kg. This study aims to explore the appropriate propofol titration endpoint during general anesthesia induction to maintain stable perioperative haemodynamics and achieve rapid postoperative recovery.

Pre-operative Characteristics for Prediction of Supraglottic Airway Failure Using Machine Learning (ERICA)

Supraglottic airway devices (SGA) are a safe and well-established technique for airway management. Nowadays, up to 60% of general anaesthetics performed in European countries use SGA. In 0.2-4.7% SGA fail and require conversion to tracheal tubes. The ERICA study will use artificial intelligence methods to develop a model that can predict the risk of an unplanned SGA conversion based on pre-operative characteristics available during the premedication visit.

The Effects of General Versus Spinal Anesthesia on Postoperative Myocardial Injury

In this prospective, randomized, single-blind study, we aim to compare the effects of general anesthesia and spinal anesthesia on postoperative myocardial injury in elderly patients undergoing hip surgery. Cardiovascular events are a leading cause of mortality and morbidity following non-cardiac surgery, with myocardial injury after non-cardiac surgery (MINS) being a significant concern. MINS, characterized by asymptomatic elevation of troponin levels without accompanying ECG findings, is closely associated with postoperative mortality. With the increasing prevalence of comorbidities in the elderly population and the rising frequency of non-cardiac surgeries in this demographic, understanding the effects of different anesthesia types on postoperative myocardial injury is crucial.

Opioid-free Anesthesia as an Alternative to General Anesthesia in Abdominal Surgery

Due to the increasing number of reports of cancer progression in people undergoing surgery under general anesthesia using opioids, OFA is believed to have a favorable long-term prognostic effect, especially in cancer patients. The opioid-free protocol is also used in postoperative analgesia. It is estimated that up to 75% of surgical patients experience chronic postoperative pain, which has a particularly negative impact on the quality of life. The investigators would like to compare pain during the first 48 postoperative hours of patients undergoing abdominal surgery who would be anesthetized with opioids and without opioids (patients would be randomly assigned to a group) (1, 2, 6, 12, 24 and 48 h after operations). A secondary objective will be to measure total oxycodone consumption in the postoperative period in both groups. Other secondary objectives: assessment of postoperative nausea and vomiting (PONV).