Clinical trials: Prediction Model
Non-small Cell Lung Cancer
Prediction of Mediastinal Station IV Lymph Node Metastasis in Non-small Cell Lung Cancer
Mediastinal lymph node metastasis is a common metastasis pathway of non-small cell lung cancer (NSCLC), and its occurrence is closely related to the lymphatic drainage pattern, which is different in different pulmonary lobe…
- Trial name
- NCT06496360
- Testing
- Artificial Intelligence
- Where
- China
- Volunteers
- 150 people
- Sponsor
- Qilu Hospital of Shandong University
Postoperative Death
Descriptive and Risk Factors Analysis of All-cause Postoperative Death in Patients Undergoing Prolonged Surgery
The investigators are aimed to develop and externally validate a prediction model of clinical risk factors that quantifies postoperative death after prolonged surgery.
- Trial name
- NCT04926025
- Where
- 5 sites in China
- Volunteers
- 500,000 people
- Sponsor
- Huazhong University of Science and Technology
Multiple Chronic Illnesses
Assessing Costs & Cost-variability Among Enrollees of Health Insurance Programs Utilizing Charlson's Comorbidity Index and Administrative Databases
This study will involve the evaluation of the cost profile of about approximately 241,000 patients (15,000 who are members of the Generations Plus/ Northern Manhattan Health Network AND 226,000 members of a large self insured…
- Trial name
- NCT01761253
- Where
- United States
- Volunteers
- 241,000 people
- Sponsor
- Weill Medical College of Cornell University
Pituitary Tumor
Construction and Application of a Risk Prediction Model Forepistaxis After Pituitary Tumor Resection
(1) Objective to establish an evaluation system for predicting the risk of epistaxis after endoscopic transsphenoidal pituitary surgery（ 2) Objective to determine the risk factors of epistaxis after endoscopic transsphenoidal…
- Trial name
- NCT04938401
- Volunteers
- 1 people
- Sponsor
- Wang Ying supervisor nurse
Post Partum Hemorrhage
A Pragmatic Randomized Controlled Trial to Predict Postpartum Hemorrhage
This research project aims to enhance the safety of childbirth by using advanced computer models to predict the risk of postpartum hemorrhage (PPH). PPH is a significant concern for mothers during and after delivery.
- Trial name
- NCT06513351
- Testing
- Novel PPH Risk Prediction Model - Comparator Arm B
- Where
- United States
- Volunteers
- 12,500 people
- Sponsor
- Holly Ende
Bone Neoplasms
Localized Osteosarcoma in Upper Egypt: A Clinical Prediction Model
To assess survival outcome of pediatric patients with localized osteosarcoma of the extremities in Upper Egypt, identify factors of prognostic significance for survival, and to determine factors predictive of surgical methods…
- Trial name
- NCT03839095
- Where
- Egypt
- Volunteers
- 30 people
- Sponsor
- Assiut University
Bariatric Surgery, Sleeve Gastrectomy
Prediction Model for Inadequate Weight Loss After Sleeve Gastrectomy
This study aims to develop and validate a prediction model for estimating the probability of inadequate weight loss one year after sleeve gastrectomy.
- Conditions
- Bariatric Surgery, Sleeve Gastrectomy, Weight Loss
- Trial name
- NCT06157606
- Where
- China
- Volunteers
- 1,000 people
- Sponsor
- China-Japan Friendship Hospital
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
Depression
The Quantitative Study of the Habenula Based on Multi-channel Cascaded Neural Network and the Establishment of the Prediction Model of the Curative Effect in Patients With Depression
Depression is the second leading cause of disease burden in our country. It has serious effects on the physical and mental health of human beings, and about 30% of patients with depression are unresponsive or respond poorly to…
- Trial name
- NCT05872607
- Where
- China
- Volunteers
- 300 people, healthy volunteers welcome
- Sponsor
- The First Hospital of Jilin University
Crohn Disease (CD), Dynamic Prediction Model
Development of a Dynamic Prediction Model for Crohn's Disease-Related Intestinal Surgery Using Longitudinal Indices of Routine Blood Tests: A Single-Center Retrospective Cohort Study
This single-center retrospective cohort study aims to develop and internally validate a dynamic prediction model that uses longitudinal data from routinely collected blood tests to continuously assess the risk of Crohn's disease…
- Trial name
- NCT07644390
- Volunteers
- 500 people
- Sponsor
- Sixth Affiliated Hospital, Sun Yat-sen University
Bronchopulmonary Dysplasia
Early Prediction of Bronchopulmonary Dysplasia in Preterm Infants Using Clinical Data
Early Prediction of Bronchopulmonary Dysplasia in Preterm Infants Using Clinical Data from the First Three Postnatal Weeks with Large Language Models: A Retrospective Study This retrospective, observational study aims to evaluate…
- Trial name
- NCT07525167
- Testing
- Artificial Intelligence-Based Risk Prediction
- Where
- Turkey (Türkiye)
- Volunteers
- 108 people
- Sponsor
- Konya City Hospital
Adolescence Idiopathic Scoliosis
Machine Learning Prediction of Disease Progression in Adolescent Idiopathic Scoliosis
Background and Problem Overview Adolescent Idiopathic Scoliosis (AIS) is a progressive musculoskeletal disorder characterized by a three-dimensional deformation of the spine occurring during adolescence.
- Trial name
- NCT07556042
- Testing
- Core Stabilization Exercise
- Where
- Turkey (Türkiye)
- Volunteers
- 30 people
- Sponsor
- Istanbul University
Military Activity
Body Fat Percentage Prediction Model After Basic Combat Training on Army Candidate in Indonesia
This research is a quantitative study using the Pre-Experimental Model One-Group Pretest-Posttest Design with total sampling from the Republic of Indonesia Defense University batch 4 cadets that fullfiled criteria.
- Trial name
- NCT06134427
- Testing
- basic combat training (investigator did not design the intervention)
- Where
- Indonesia
- Volunteers
- 258 people, healthy volunteers welcome
- Sponsor
- Universitas Indonesia
Postoperative Death
Descriptive and Risk Factors Analysis of All-cause Postoperative Death in Patients Undergoing Elective Surgery
The investigators are aimed to develop and externally validate a prediction model of clinical risk factors that quantifies postoperative death after elective surgery.
- Trial name
- NCT04929886
- Where
- 5 sites in China
- Volunteers
- 1,000,000 people
- Sponsor
- Huazhong University of Science and Technology
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
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
Traumatic Brain Injury
Prediction of Neurological Outcome of Children After a Traumatic Brain Injury Based on an Integrated Predictive Model
This study aims to develop a integrated predictive model based on serum biomarkers, HRV, and an innovative computerized classifier output, to predict the patient long term neurological outcome after a moderate or severe TBI in…
- Trial name
- NCT04157634
- Testing
- Prognostication model
- Volunteers
- 70 people
- Sponsor
- St. Justine's Hospital
Bronchopulmonary Dysplasia, Right Ventricular Dysfunction
Right vEntricular Function Prediction mOdel to Identify pReterm infanTs With Early BronchoPulmonary Dysplasia.
Short title REPORT-BPD feasibility study Design A mixed methods observational cohort feasibility study Study Setting Neonatal Intensive Care Unit at University Hospitals Plymouth NHS Trust Aim To explore the feasibility of…
- Conditions
- Bronchopulmonary Dysplasia, Right Ventricular Dysfunction, In the Perinatal Period
- Trial name
- REPORT-BPD (NCT05235399)
- Testing
- Echo scans
- Where
- United Kingdom
- Volunteers
- 40 people
- Sponsor
- University Hospital Plymouth NHS Trust
Pediatric Abdominal Trauma
Pediatric Blunt Abdominal Trauma Clinical Prediction Model
The submitted proposal is designed to reduce morbidity and mortality to injured children. Significant variability in the initial trauma assessment exists among institutions.
- Trial name
- NCT02206698
- Where
- 14 sites in United States
- Volunteers
- 2,800 people
- Sponsor
- Medical University of South Carolina
Gliomas Harboring IDH1 and/or IDH2 Mutations, Glioma Glioblastoma Multiforme
Multicenter Prospective Study on MRI AI Model for Midline Glioma Subtyping and Prognosis:
A vision-language model using preoperative MRI and clinical variables has been developed to simultaneously predict three key molecular markers in midline gliomas: H3K27M, IDH, and 1p/19q.
- Conditions
- Gliomas Harboring IDH1 and/or IDH2 Mutations, Glioma Glioblastoma Multiforme, Glioma of Brainstem, Glioma, Diffuse Midline, H3K27M-mutant
- Trial name
- NCT07608003
- Where
- China
- Volunteers
- 500 people
- Sponsor
- Xiangya Hospital of Central South University