Clinical trials: Prediction Model
Moyamoya Disease, Moyamoya Syndrome
Development and Validation of Risk Prediction Models for Stroke and Cognitive Impairment in Moyamoya Disease and Moyamoya Syndrome
This multicenter prospective observational cohort study aims to develop and validate individualized risk prediction models for stroke and cognitive decline in patients with moyamoya disease or moyamoya syndrome by integrating…
- Trial name
- NCT07894107
- Where
- 13 sites in China
- Volunteers
- 3,000 people
- Sponsor
- Beijing Tiantan Hospital
Clear Cell Renal Cell Carcinoma, Prognostic Cancer Model
Contrast-enhanced CT-based Deep Learning Model for Preoperative Prediction of Disease-free Survival (DFS) in Localized Clear Cell Renal Cell Carcinoma (ccRCC)
This study aims to preoperatively predict DFS of patients with localised ccRCC using a deep learning prognostic model based on enhanced contrast CT images, validate it's predictive ability in multicentre data and compare it's…
- Conditions
- Clear Cell Renal Cell Carcinoma, Prognostic Cancer Model, Recurrent Renal Cell Cancer
- Trial name
- NCT06088134
- Where
- China
- Volunteers
- 800 people
- Sponsor
- Mingzhao Xiao
HIV Infections, Preexposure Prophylaxis (PrEP)
Clinical Decision Support for PrEP
Scale-up of HIV preexposure prophylaxis (PrEP) is a key strategy of the federal initiative to end the HIV epidemic. However, healthcare providers lack tools to identify patients who are at increased risk for HIV infection and…
- Trial name
- PrEDICT (NCT05245201)
- Testing
- Standard of care, Clinical decision support for PrEP
- Where
- 3 sites in United States
- Volunteers
- 4 people, healthy volunteers welcome
- Sponsor
- Harvard Pilgrim Health Care
Intraoperative Hypotension, General Anesthesia
Deep Learning Models for Prediction of Intraoperative Hypotension Using Non-invasive Parameters
The investigators aimed to investigate the deep learning model to predict intraoperative hypotension using non-invasive monitoring parameters.
- Trial name
- NCT05762237
- Where
- South Korea
- Volunteers
- 5,175 people
- Sponsor
- Samsung Medical Center
Sphincter (Anal); Perineal Rupture, Obstetric
Development and Validation of a Logistic Regression Algorithm to Predict the Risk of Obstetric Anal Sphincter Injury.
An obstetric anal sphincter injury (OASI) occurs during the final stage of a vaginal delivery. This tissue laceration, even if adequately sutured, poses a substantial threat to bowel continence in women.1,2 In a recent…
- Trial name
- NCT05218837
- Testing
- Vaginal birth
- Where
- Sweden
- Volunteers
- 800,000 people
- Sponsor
- Maria Gyhagen
Moyamoya Disease, Intracranial Hemorrhages
5T MRI and Metabolomics-Based Hemorrhage Risk Prediction in Moyamoya Disease
Intracranial hemorrhage is a leading cause of death and disability in patients with moyamoya disease (MMD), yet clinically available tools for predicting long-term hemorrhage risk are lacking.
- Conditions
- Moyamoya Disease, Intracranial Hemorrhages, Stroke
- Trial name
- NCT07781579
- Where
- China
- Volunteers
- 500 people, healthy volunteers welcome
- Sponsor
- Beijing Hospital
Gastric Cancer (GC)
Recurrence and Prognosis Prediction Model for Gastric Cancer
This study, utilizing a large-scale multicenter Eastern database, has established a Deep Learning-based predictive model for recurrence following gastric cancer surgery, which demonstrates robust discriminatory power for early…
- Trial name
- NCT07243847
- Testing
- surgery and/or chemo
- Volunteers
- 5,000 people
- Sponsor
- Fudan University
Liver Transplantation
A New Prediction Mode for Predicting the Risk of Pressure Injury in Patients Undergoing Liver Transplantation
Pediatric population is at a high-risk of pressure injury (PI). Patients undergoing liver transplantation are more prone to PIs compared with other types of surgery.
- Trial name
- PMPRPIULT (NCT05588271)
- Testing
- Exposures
- Where
- China
- Volunteers
- 1,200 people, healthy volunteers welcome
- Sponsor
- RenJi Hospital
Knee Arthropathy, Hip Arthropathy
Analysis of Influencing Factors and Construction of Prediction Models of Artificial Joint Replacement in China
The project intends to analyze the epidemiological characteristics, risk factors, complications and resource utilization of artificial joint replacement in China through the inpatient data collected by the Hospital Quality…
- Conditions
- Knee Arthropathy, Hip Arthropathy, Shoulder Arthropathy, Ankle Arthropathy
- Trial name
- NCT05170321
- Where
- China
- Volunteers
- 600,000 people
- Sponsor
- Xiangya Hospital of Central South University
Recurrent Lumbar Disc Herniation
The Prediction of Recurrence Lumbar Disc Herniation At L5-S1 Level Through Machine Learning Models Based on Endoscopic Discectomy Via the Interlaminar Approach
What Was the Study About? This study focused on improving the care of patients with a specific type of back problem called lumbar disc herniation at the L5-S1 level.
- Trial name
- NCT06833099
- Testing
- VAS Point and Imaging Examination
- Where
- China
- Volunteers
- 309 people
- Sponsor
- Jinyu Chen
Brain Injuries, Pulmonary Embolism
Improving the Stewardship of Diagnostic Imaging Resources in Alberta Emergency Departments
Utilization of diagnostic imaging in the Emergency Department has increased dramatically over the past two decades, driven by an increased availability of advanced imaging, legal pressures to exclude serious diagnoses in low-risk…
- Trial name
- NCT02410941
- Testing
- Clinical decision support
- Where
- 16 sites in Canada
- Volunteers
- 52,058 people, healthy volunteers welcome
- Sponsor
- University of Calgary
Patients With Locally Advanced Carcinoma of the Stomach and Oesophagogastric Junction
Radiomics-based Models for the Prediction of Pathological Response to Neoadjuvant Therapy in Gastric and Gastroesophageal Cancer
Identifying predictors of response to neoadjuvant therapy in gastric and gastro-oesophageal cancer early in the history of the disease would ensure optimal treatment planning.
- Trial name
- RADI-S (NCT06044961)
- Testing
- CT scan
- Volunteers
- 80 people
- Sponsor
- Fondazione Policlinico Universitario Agostino Gemelli IRCCS
Wounds and Injuries
Transferability of Clinical Prediction Models for Early Trauma Care in a Swedish Setting
Trauma is one of the top threats to population health globally. A substantial body of research has been devoted to the development of clinical prediction models to aid early decision making in trauma care.
- Trial name
- NCT02940678
- Testing
- No intervention
- Volunteers
- 26,965 people
- Sponsor
- Karolinska Institutet
Neonatal Thrombocytopenia, Intraventricular Hemorrhage
Monitoring Outcome in Neonatal Thrombocytopenia
Rationale: Approximately 10% of neonates admitted to neonatal intensive care units develop a major hemorrhage. In an attempt to avert this severe complication various preventive measures have been implemented.
- Conditions
- Neonatal Thrombocytopenia, Intraventricular Hemorrhage, Platelet Transfusion
- Trial name
- MONET (NCT03110887)
- Volunteers
- 700 people
- Sponsor
- Sanquin-LUMC J.J van Rood Center for Clinical Transfusion Research
Thyroid Papillary Carcinoma, Contrast Enhanced Ultrasound
Preoperative Prediction of Lymph Node Metastasis in T1N0M0 Papillary Thyroid Carcinoma by Using Contrast-enhanced Ultrasound
Similarly, the burden of central lymph node metastasis affects the individualized management of patients with T1N0M0 papillary thyroid carcinoma (PTC): lymph node metastasis is a contraindication to thermal ablation; low-burden…
- Trial name
- NCT07357571
- Where
- 2 sites in China
- Volunteers
- 600 people
- Sponsor
- Sun Yat-Sen Memorial Hospital of Sun Yat-Sen University
In-Hospital Cardiac Arrest
Derivation of An In-Hospital Cardiac Arrest Prediction Model for Patients in Intensive Care Unit
Current studies have shown that hospitalized ICU patients have a high risk of IHCA, with an incidence of about 0.6-7.8%. Early prediction of the occurrence of IHCA in severe patients can provide early intervention, prevent the…
- Trial name
- NCT04670458
- Testing
- no intervention
- Where
- China
- Volunteers
- 2,000 people
- Sponsor
- Qilu Hospital of Shandong University
Postoperative Death
Descriptive and Risk Factors Analysis of All-cause Postoperative Death in Patients Undergoing Cardiovascular Surgery
The investigators are aimed to develop and externally validate a prediction model of clinical risk factors that quantifies postoperative death after cardiac and vascular surgery.
- Trial name
- NCT04926012
- Where
- 5 sites in China
- Volunteers
- 100,000 people
- Sponsor
- Huazhong University of Science and Technology
Uveitis
Development of AI Model for Uveitis Progression and Prognosis
Uveitis is a recurrent inflammation of the eye that can lead to vision loss with various and complicated etiologies. There are many difficulties in uveitis management due to the requirement of long-term monitoring and treatment.
- Trial name
- NCT04705103
- Volunteers
- 450 people
- Sponsor
- Sun Yat-sen University
Muscle Injury, Sprains and Strains
The Role of Periodic Health Examination in Determining Indirect Muscle Injury Risk in Elite Football (Soccer)
Preseason periodic health examination (PHE) is used routinely in elite football (soccer) and can be used to inform injury prevention strategies. Indirect muscle injuries (IMI) are a considerable burden to elite teams.
- Trial name
- NCT03782389
- Testing
- Preseason Periodic Health Examination Completion
- Volunteers
- 321 people
- Sponsor
- Manchester United Football Club
Hypertrophic Cardiomyopathy, Hypertrophic Obstructive Cardiomyopathy
Hypertrophic Cardiomyopathy Registry, Biobank and Imaging Data Repository
The Hearts in Rhythm Organization (HiRO) is a national network of Canadian researchers/clinicians, working towards a better understanding of the rare genetic causes of sudden cardiac death (SCD).
- Conditions
- Hypertrophic Cardiomyopathy, Hypertrophic Obstructive Cardiomyopathy, Familial Hypertrophic Cardiomyopathy, Cardiomyopathies
- Trial name
- HiRO-HCM (NCT05100420)
- Where
- 17 sites in Canada
- Volunteers
- 2,000 people
- Sponsor
- Montreal Heart Institute