Clinical trials: Prediction Model
Aneurysmal Subarachnoid Hemorrhage
Multi-Center Registry Cohort Study on Prognostic Factors and Prediction Model Construction in Aneurysmal SAH
PROSAH-MPC, a collaborative research project among neurosurgical centers in China, focuses on aneurysmal subarachnoid hemorrhage (aSAH).
- Trial name
- PROSAH-MPC (NCT05738083)
- Testing
- Machine Leaning Models
- Where
- China
- Volunteers
- 5,000 people
- Sponsor
- Second Affiliated Hospital of Nanchang University
COPD, AE COPD
Predicting Acute Exacerbations of COPD Using Wearable Devices and Remote Monitoring Technology With AI/ML Models
This study is aimed to collect real-time physiological data using two wearable devices (a biometric ring and a biometric wristband), daily lung mechanical measurements by a handheld oscillometer, and participant-reported symptoms…
- Trial name
- ePredictAECOPD (NCT06802003)
- Testing
- Biometric wearable and handheld devices
- Where
- Canada
- Volunteers
- 50 people
- Sponsor
- McGill University Health Centre/Research Institute of the McGill University Health Centre
Extravasation of Contrast Media
Risk Prediction Model for Iodinated Contrast Medium Extravasation
This study aims to develop a risk prediction model for iodine contrast agent extravasation from peripheral veins and to implement this model clinically to establish a risk control management system for iodine contrast agent…
- Trial name
- RPMICME (NCT06859242)
- Where
- China
- Volunteers
- 1,000 people
- Sponsor
- Zhang Wenyan
Living Donor Liver Transplantation
Prediction Models for LDLT Outcomes
Rationale: Living donor liver transplantation (LDLT) has emerged as an important option for patients with end-stage liver disease.
- Trial name
- PREDICTLDLT (NCT07383194)
- Testing
- Living donor liver transplantation
- Where
- Netherlands
- Volunteers
- 3,000 people
- Sponsor
- Erasmus Medical Center
Hepatocellular Carcinoma, Contrast-enhanced Ultrasound
Clinical Decision Biological Biomarker and Prognosis Prediction of Hepatocellular Carcinoma by Deep Learning
Developing a deep learning model based on contrast-enhanced ultrasound (CEUS) to predict the prognosis of hepatocellular carcinoma (HCC) and aid choose operation decisions
- Conditions
- Hepatocellular Carcinoma, Contrast-enhanced Ultrasound, Prognosis, Surgery
- Trial name
- NCT05257694
- Testing
- Surgery, Ablation (Microwave ablation or Radiofrequency ablation)
- Where
- China
- Volunteers
- 1 people
- Sponsor
- Ping Liang
Post-Hepatectomy Liver Failure, Liver Failure
CT Volumetry and Hepatic Vascular Deformation Mapping to Predict Post-Hepatectomy Liver Failure
Removing a large part of the liver (major hepatectomy) can cure primary and secondary liver cancers, but it carries the risk of post-hepatectomy liver failure (PHLF), a serious complication in which the liver left behind - the…
- Conditions
- Post-Hepatectomy Liver Failure, Liver Failure, Liver Neoplasms, Carcinoma, Hepatocellular
- Trial name
- BEYOND-SIZE (NCT07727759)
- Testing
- Preoperative CT volumetry with hepatic vascular deformation mapping (VDM)
- Where
- 3 sites in Egypt
- Volunteers
- 1,070 people
- Sponsor
- Minia University
Surgical Site Infection (SSI), Central Nervous System Tumor
A Clinical Prediction Model for Surgical Site Infection After Central Nervous System Tumor Surgery
1. Study Background For patients undergoing brain or spinal tumor surgery, postoperative surgical wound infection (known as "surgical site infection," SSI) is a recognized risk.
- Trial name
- NCT07378683
- Testing
- ML-Based Enhanced Intervention Package for SSI Prevention, Standard Postoperative Care
- Where
- China
- Volunteers
- 500 people
- Sponsor
- Ming Yang
Lymph Node Disease
Prediction Model of CP-EBUS in the Diagnosis of Lymph Nodes
Endobronchial ultrasound (EBUS) multimodal image including grey scale, blood flow doppler and elastography, can be used as non-invasive diagnosis and supplement the pathological result, which has important clinical application…
- Trial name
- NCT04328792
- Where
- China
- Volunteers
- 1,300 people
- Sponsor
- Shanghai Chest Hospital
Pulmonary Embolism
Pulmonary Embolism in Pregnancy: Biomarkers and Clinical Predictive Models
Objective: To evaluate whether trimester specific d-dimer levels and brain natriuretic protein (BNP), along with the modified Wells score (MWS), is a useful risk stratification tool to exclude pregnant women at low-risk of…
- Trial name
- NCT02709174
- Testing
- blood draw
- Volunteers
- 59 people
- Sponsor
- Wake Forest University Health Sciences
Pronator Teres Nerve Syndrome
Prediction Model for Minimizing the Risk of Median Nerve Puncture
The main aim of this study was to correlate anthropometric measures of the forearm in healthy subjects with the ultrasound pronator teres depth to determine the needle length in order to avoid injury of the median nerve during…
- Trial name
- NCT03308279
- Testing
- Ultrasound
- Volunteers
- 65 people
- Sponsor
- Universidad Autonoma de Madrid
Osa Syndrome
Clinical Prediction Model of Obstructive Sleep Apnea at Mansoura University Hospitals
Obstructive sleep apnea syndrome (OSAS)is a sleep breathing disorder manifested by complete apnea or partial hypopnea obstruction of the upper airway, which often remains undiagnosed and untreated (Kuczynski, W., 2019).
- Trial name
- NCT06326580
- Where
- Egypt
- Volunteers
- 1,129 people
- Sponsor
- Mansoura University
Cervical Myelopathy
Machine Learning Diagnosis and Prediction for Cervical Myelopathy
DESIGN: Ambispective cohort study (retrospective + prospective). AIMS: The overall aim of this research study is to create two predictive machine learning models that are based on radiological, clinical and biochemical variables…
- Trial name
- MCM (NCT05099627)
- Testing
- The questionnaire "Cervical myelopathy treatment outcome questionnaire", The retrospective questionnaire "CSM early diagnosis questionnaire", JOACMEQ questionnaire and mJOA
- Volunteers
- 300 people, healthy volunteers welcome
- Sponsor
- Imperial College Healthcare NHS Trust
Carcinoma, Renal Cell, Inferior Vena Cava Tumor Thrombus
Habitat Analysis of Tumor Thrombus for Vena Cava Wall Invasion in Renal Cell Carcinoma
Tumor thrombus in the inferior vena cava can invade the vessel wall. Doctors must know the invasion status before surgery. The status changes the surgical plan. Preoperative imaging has limited accuracy for wall invasion.
- Trial name
- HABITAT (NCT07901569)
- Where
- China
- Volunteers
- 273 people
- Sponsor
- Liu Zhuo
Cancer, Immunotherapy
Exploring Physical and Psychological Needs and Quality of Life in Patients With Advanced Cancer Receiving Immunotherapy
During the immune checkpoint inhibitor therapy (ICIT), most of the patients stay at home, but there is lacking of the studies to explore their physical and psychological distress, financial toxicity, care needs, and quality of…
- Conditions
- Cancer, Immunotherapy, IrAE, Distress, Emotional
- Trial name
- NCT06461780
- Where
- Taiwan
- Volunteers
- 200 people
- Sponsor
- Taipei Veterans General Hospital, Taiwan
Dementia
Mortality Risk Prediction Tool in Hospitalized Dementia Patients
The objective of this study is to develop and validate a clinical prediction tool to estimate 1-year mortality among hospitalized patients with dementia.
- Trial name
- NCT05371782
- Volunteers
- 298,576 people, healthy volunteers welcome
- Sponsor
- University of Toronto
Hip Fracture , Postoperative Mortality
Clinical Data-Driven AI Model for Mortality Prediction After Hip Fracture
Hip fractures are a major cause of morbidity and mortality, particularly in elderly patients. Accurate prediction of postoperative mortality is critical for risk stratification and clinical decision-making.
- Trial name
- NCT07495527
- Where
- Turkey (Türkiye)
- Volunteers
- 1,000 people
- Sponsor
- Dr Abdurrahman Yurtaslan Ankara Oncology Training and Research Hospital
Low Back Pain, Neck Pain
Applying Artificial Intelligence in Developing Personalized and Sustainable Healthcare for Spinal Disorders
The primary objective is to use machine learning methods on large survey and health register data to identify participants with different treatment trajectories and health outcomes after surgical and/or conservative treatment for…
- Conditions
- Low Back Pain, Neck Pain, Disc Herniation, Disc Degeneration
- Trial name
- AID-Spine (NCT05745129)
- Where
- Norway
- Volunteers
- 165,000 people
- Sponsor
- Oslo Metropolitan University
Esophageal Squamous Cell Carcinoma
Prediction of Lymph Node Status in Stage T1 Esophageal Squamous Cell Carcinoma（RENMIN-237）
Accurate assessment of lymph node status in superficial esophageal squamous cell carcinoma is of great significance for preventing undertreatment and overtreatment.
- Trial name
- NCT05980403
- Testing
- no intervention
- Where
- China
- Volunteers
- 300 people
- Sponsor
- Yongshun Chen
Diabete Type 2
Risk Factors for Developing Peak Plantar Pressure During Walking in the Diabetic Patients
The goal of this observational study is to investigate the clinically convenient dynamic and static measurement parameters to identify related risk factors of developing high peak plantar pressure during walking in the type-2…
- Trial name
- NCT07164495
- Where
- Taiwan
- Volunteers
- 120 people, healthy volunteers welcome
- Sponsor
- China Medical University Hospital
Early Prediction for Sepsis Induced Acute Lung Injury
Radiomics Markers to Predict Sepsis Induced Acute Respiratory Distress Syndrome
Introduction: Sepsis-induced acute respiratory distress syndrome(SI-ARDS) is a common complication of severe sepsis and is an independent contributor to poor prognosis of patients.
- Trial name
- NCT04541264
- Testing
- radiomic of chest CT
- Where
- China
- Volunteers
- 300 people
- Sponsor
- Sun Yat-Sen Memorial Hospital of Sun Yat-Sen University