Clinical trials: Prediction Models
Medication-related Osteonecrosis of the Jaw (MRONJ)
Early Warning and Risk Prediction of Medication-Related Osteonecrosis of the Jaw
This prospective observational cohort study aims to develop and evaluate an early warning and risk prediction model for medication-related osteonecrosis of the jaw (MRONJ) based on multimodal data fusion.
- Trial name
- NCT07691892
- Volunteers
- 310 people
- Sponsor
- Hospital of Stomatology, Wuhan University
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
Multiple Trauma, Polytrauma
Development and Internal Validation of a Multimodal Prediction Score for Early Hemodynamic Deterioration in Adult Polytrauma Patients
Severe traumatic injury involving multiple body regions (polytrauma) carries a high risk of rapid bleeding, tissue hypoperfusion, and circulatory collapse.
- Conditions
- Multiple Trauma, Polytrauma, Hemodynamic Instability, Traumatic Shock
- Trial name
- NCT07850427
- Volunteers
- 300 people
- Sponsor
- Assiut University
Neck Pain, Chronic Neck Pain
Prediction of Recovery in Patients With Neck Pain
This prognostic prediction model will be a reference for the health care professionals in clinical decision making and subsequent outcomes in dealing with patients having sub-acute and chronic neck pain, as well as, it will be a…
- Conditions
- Neck Pain, Chronic Neck Pain, Cervical Radiculopathy
- Trial name
- NCT04924764
- Testing
- Conventional physical therapy.
- Where
- Pakistan
- Volunteers
- 84 people
- Sponsor
- Riphah International University
Renal Neoplasms, Pathology
Optimising Renal Tumour Management Through Artificial Intelligence Modules
The goal of this observational study is to improve the management of people with renal tumour by multimodal artificial intelligence(AI). It will also measure the accuracy of the predictions from AI models.
- Conditions
- Renal Neoplasms, Pathology, Renal Cell Cancer
- Trial name
- NCT06714916
- Where
- China
- Volunteers
- 2,100 people
- Sponsor
- Shao Pengfei
Hypopharyngeal Cancer, Laryngeal Cancer
A Machine Learning-Based Risk Prediction Model for Head and Neck Cancerous Lesions
This study aims to develop and validate a clinical prediction model for the risk of head and neck cancerous lesions using deep learning combined with AI algorithms, based on multi-center clinical data.
- Conditions
- Hypopharyngeal Cancer, Laryngeal Cancer, Head and Neck Cancer
- Trial name
- ML-HNC-Risk (NCT07532538)
- Where
- China
- Volunteers
- 3,000 people, healthy volunteers welcome
- Sponsor
- The Affiliated Nanjing Drum Tower Hospital of Nanjing University Medical School
Oral Infection
Prediction Model for Delayed Extubation of Tracheal Intubation in Patients With Maxillofacial Space Infection After Abscess Incision and Drainage Surgery
Retrospective exploration of the risk factors associated with mechanical ventilation and tracheal extubation twenty-four hours after abscess incision and drainage surgery in patients with maxillofacial space infection.
- Trial name
- Prediction mod (NCT06853808)
- Volunteers
- 400 people
- Sponsor
- Henan Provincial People's Hospital
Gastric Cancer Stage, Esophageal Cancer
Development and Validation of a Risk Prediction Model for Gastric Retention in Patients Undergoing Sedated Gastroscopy
Gastric retention not only compromises the quality of endoscopic examination but also significantly increases the risk of reflux and aspiration in sedated patients.
- Conditions
- Gastric Cancer Stage, Esophageal Cancer, Gastroparesis
- Trial name
- NCT07104214
- Where
- 3 sites in China
- Volunteers
- 5,000 people
- Sponsor
- Zhejiang University
Knee Osteoarthritis, Total Knee Arthroplasty
Prediction of Postoperative Outcomes After TKA Using Instrumented Insoles and DNN
This multicenter prospective observational study aims to evaluate whether preoperative clinical variables and wearable sensor-derived gait features can predict postoperative improvement after total knee arthroplasty (TKA).
- Trial name
- NCT07367789
- Testing
- Instrumented Insole Gait Assessment
- Where
- South Korea
- Volunteers
- 200 people
- Sponsor
- Yonsei University
Chronic Hepatitis C
Exploration of Chronic Hepatitis C Infection Receiving 24-week Interferon-α With Ribavirin Treatments
The aims of this three-year study are to explore symptom experience and its related factors for the patients with chronic hepatitis C Infection receiving interferon-α with ribavirin for 24 weeks and further to predict the…
- Trial name
- NCT01178749
- Where
- Taiwan
- Volunteers
- 390 people
- Sponsor
- National Taiwan University Hospital
Intensive Care Unit Delirium
PRE-DELIRIC Prediction Model Plus SMART Care to Reduce the Incidence of Delirium in ICU Patients
Delirium is a severe acute brain dysfunction characterised by sudden confusion, inattention and fluctuating level of consciousness, which mainly affects intubated intensive care patients.
- Trial name
- NCT06279390
- Where
- Taiwan
- Volunteers
- 381 people
- Sponsor
- National Taiwan University Hospital
Acute Kidney Injury, Delirium
AKI and Delirium Risk Prediction and Cost Burden Study
The goal of this study is to learn how to better predict two common health problems that can happen during a hospital stay: acute kidney injury (AKI) and delirium. AKI is a sudden decline in kidney function.
- Trial name
- HAAKID (NCT07866560)
- Testing
- It is observational trial with no intervention being evaluated
- Where
- United States
- Volunteers
- 25,000 people
- Sponsor
- University of Nebraska
Anemia, Bariatric Surgery
Prediction Model for Anemia After Bariatric Surgery
To develop and validate a prediction model for estimating the short and long-term risk of anemia after bariatric surgery.
- Trial name
- NCT06170749
- Where
- China
- Volunteers
- 600 people
- Sponsor
- China-Japan Friendship Hospital
Body Weight, Post-Op Complication
Development of Machine Learning Models for the Prediction of BMI and Complications After Bariatric Surgery (CABS-Study)
This Study aims to develop machine learning models with the ability to predict patients' BMI and complications after Bariatric Surgery (CABS-Score).
- Conditions
- Body Weight, Post-Op Complication, Anastomosis, Leaking, Hiatal Hernia
- Trial name
- NCT05710913
- Where
- Switzerland
- Volunteers
- 10,000 people
- Sponsor
- Dr. Med Anas Taha
Colorectal Cancer, Peritoneal Metastases
Development and Validation of a PSN-AI Prediction Model
Heterogeneity concerning survival in synchronous peritoneal metastasis from patients with colorectal cancer exists, thereby further classification is urgently required.
- Trial name
- PSN-AI (NCT06231524)
- Testing
- Analyse pathologic slides
- Where
- China
- Volunteers
- 50 people
- Sponsor
- Sixth Affiliated Hospital, Sun Yat-sen University
Osteoporosis Risk, Fracture of Femur
Prediction Model of Hip Fragility Fracture Realistic Data From a Traumatology Department and Orthogeriatric Ward.
The aim of the project is to build a prediction model of hip fragility fracture using hospital data routinely collected in the traumatology department from the last 12 years and up to date Explainable Artificial Intelligence…
- Conditions
- Osteoporosis Risk, Fracture of Femur, Fragility
- Trial name
- NCT06545487
- Testing
- BLOOD SAMPLE
- Where
- Chile
- Volunteers
- 50 people, healthy volunteers welcome
- Sponsor
- Universidad de Valparaiso
Postoperative Acute Kidney Injury
Predictive Nomogram for Postoperative Acute Kidney Injury in Older Patients Undergoing Noncardiac Surgery
Postoperative acute kidney injury is associated increased risk of morbidity and mortality. Older patients are at high risk of developing postoperative acute kidney injury.
- Trial name
- NCT05507268
- Testing
- no intervention
- Where
- China
- Volunteers
- 50,000 people
- Sponsor
- Chinese PLA General Hospital
Sepsis, Acute Respiratory Distress Syndrome
A Validation Study on a Prognostic Prediction Model for Respiratory Tract Infections
This study adopted a prospective, single-center, open-label design, aiming to evaluate the efficacy of the RTI clinical outcome prediction model in predicting clinical outcomes in subjects with acute respiratory tract infections.
- Conditions
- Sepsis, Acute Respiratory Distress Syndrome, Community Acquired Pneumonia, Transcriptome
- Trial name
- NCT07109310
- Testing
- RTImodel001
- Volunteers
- 150 people
- Sponsor
- Peking Union Medical College Hospital
Unruptured Intracranial Aneurysm, Intracranial Aneurysm Rupture
Prospective Observational Cohort Study for Predicting Unruptured Intracranial Aneurysm Rupture Risk Using Blood Pressure Variability and 3D Structural Evolution
This is a single-center, prospective, longitudinal observational cohort study in adults with unruptured intracranial aneurysms (UIAs) who are managed by conservative observation rather than immediate surgery or endovascular…
- Trial name
- NCT07893574
- Where
- China
- Volunteers
- 2,000 people
- Sponsor
- Beijing Tiantan Hospital
Postoperative Nausea and Vomiting, Hepatobiliary Surgery
External Validation of the Apfel Risk Score and Koivuranta Score to Predict Postoperative Nausea and Vomiting in Patients With Liver Cancer
Postoperative nausea and vomiting (PONV) is a common complication among surgical patients. The incidence ranging from 20% to 50% depends on different population studied.
- Conditions
- Postoperative Nausea and Vomiting, Hepatobiliary Surgery, Prediction Model
- Trial name
- NCT05014737
- Testing
- no intervention
- Where
- China
- Volunteers
- 214 people
- Sponsor
- Shanghai Zhongshan Hospital