Clinical trials: Predictive Model
Patient Readmission
Predicting Hospital Readmission for Surgical Patients Using Deep Learning Models With Smart Watch and Smart Ring Sensors Data
Hospital readmissions are an important measure of healthcare quality and safety. These events create a substantial burden for patients, families, and health systems because they may increase costs, extend recovery time, and lead…
- Trial name
- NCT07349901
- Where
- Brazil
- Volunteers
- 300 people
- Sponsor
- Getúlio Vargas University Hospital
Hospital Acquired Condition
(CONCERN) Clinical Decision Support (CDS) System
There are patients who die or have a bad outcome in the hospital and this could be prevented. Data in the nurses' notes could be used by computers to tell the rest of the care team that a patient is not doing well and that they…
- Trial name
- NCT03911687
- Testing
- CONCERN CDS system notification
- Where
- 4 sites in United States
- Volunteers
- 60,893 people
- Sponsor
- Columbia University
Major Adverse Cardiac Events, Cerebrovascular Accident
Construction of a Prediction Model for MACCE in Elderly Patients After Elective Non-cardiac Surgery
Severe cardiovascular and cerebrovascular complications, including cardiac death, non-fatal angina/myocardial infarction, non-fatal heart failure, stroke, severe arrhythmia, etc., are one of the main types of postoperative…
- Conditions
- Major Adverse Cardiac Events, Cerebrovascular Accident, Postoperative Complications, Models
- Trial name
- NCT06391632
- Testing
- Revised Cardiac Risk Index
- Where
- China
- Volunteers
- 3,000 people
- Sponsor
- Beijing Tsinghua Chang Gung Hospital
Adenocarcinoma
Dissecting the Role of MIcrobioMe in gastroEsophageal Tumor: a multIdisCiplinary Longitudinal Study
Gastric cancer (GC) is the second leading cause of cancer mortality and remains the fourth common cancer worldwide. Gastric and esophageal cancers treated with curative intent both have a poor prognosis with five-year survival…
- Trial name
- MIMETIC (NCT06405035)
- Where
- Italy
- Volunteers
- 140 people
- Sponsor
- European Institute of Oncology
Uterine Neoplasms
Analysis and Optimization of Predictive and Therapeutic Models in Uterine Neoplasms
Evaluation of clinical, therapeutic and prognostic relevance of new experimental results as well as optimization of therapeutic models and development of a new algorithm for therapeutic plan and therapy in patients with uterine…
- Trial name
- NCT03624712
- Testing
- uterine neoplasms
- Where
- Germany
- Volunteers
- 580 people
- Sponsor
- University Hospital Tuebingen
Cardiac Surgery Patients, Blood Glucose
Glucose Control by eMPC Algorithm in Peri- and Postoperative Period in Cardiac Surgery Patients
Randomized controlled trial to compare blood glucose control by the model predictive control algorithm with variable sampling rate (eMPC) with routine glucose management protocol (RMP) in peri- and postoperative period in cardiac…
- Trial name
- NCT00444171
- Testing
- insulin infusion rate controled by computer algorithm, insulin infusion rate guided by in-house glucose management protocol
- Where
- Czechia
- Volunteers
- 60 people
- Sponsor
- Charles University, Czech Republic
Breast Diseases, Artificial Intelligence
Diagnosis Predictive Modle for Dense Density Breast Tissue Based on Radiomics
It is a prospective, observational cohort study of patients with dense breast tissue. The study was based on the radiomics and other clinicopathological information of patients to establish the diagnostic system for breast…
- Conditions
- Breast Diseases, Artificial Intelligence, Dense Breast Density, Predictive Cancer Model
- Trial name
- NCT04535466
- Where
- China
- Volunteers
- 1,000 people
- Sponsor
- Sun Yat-Sen Memorial Hospital of Sun Yat-Sen University
Glioblastoma
Artificial Intelligence-Guided Radiotherapy Planning for Glioblastoma
The ARTPLAN-GLIO study aims to evaluate the feasibility and effectiveness of integrating artificial intelligence in personalized radiotherapy planning for glioblastomas.
- Trial name
- ARTPLAN-GLIO (NCT06657027)
- Volunteers
- 40 people
- Sponsor
- Hospital del Rio Hortega
Paraganglioma, Pheochromocytoma
Development of a Predictive Model for the Risk of Metastatic Disease in PPGLs, a Retrospective Cohort Study
Phaeochromocytomas and paragangliomas (PPGLs) are tumours of the adrenal medulla and extra-adrenal sympathetic nervous system, some which can become metastatic. It is a very rare disease and the tumours are often detected late.
- Conditions
- Paraganglioma, Pheochromocytoma, Genetic Predisposition to Disease, Pathology
- Trial name
- PPGL-Pred (NCT04788927)
- Where
- 2 sites in Denmark
- Volunteers
- 400 people
- Sponsor
- Copenhagen University Hospital, Rigshospitalet
Oxidative Injury, Stress Physiological
TORNADO-Omics Techniques and Neural Networks for the Development of Predictive Risk Models
The goal of this observational study is to define a personalized risk model in the super healthy and homogeneous population of Italian Air Force high-performance pilots.
- Conditions
- Oxidative Injury, Stress Physiological, Discogenic Pain, Cardiovascular Risk Factor
- Trial name
- NCT06372054
- Testing
- Biological sample collection
- Where
- Italy
- Volunteers
- 200 people
- Sponsor
- Fondazione IRCCS Ca' Granda, Ospedale Maggiore Policlinico
Pancreatic Cancer, Circulating Tumor Cell
Liquid Biopsy (ctDNA) Guided Treatment in Localized Pancreatic Cancer: Neoadjuvant CTX vs. Upfront Surgery
This study evaluates the clinical prognostic impact (on DFS and OS) of liquid biopsy guided treatment vs. standard of care (physicians choice) in localized pancreatic cancer (despite because of CA 19-9 levels and computed…
- Conditions
- Pancreatic Cancer, Circulating Tumor Cell, Predictive Cancer Model
- Trial name
- LIQUIPANC (NCT06391892)
- Testing
- Neoadjuvant chemotherapy instead of upfront surgery, Upfront surgery
- Where
- Austria
- Volunteers
- 100 people
- Sponsor
- Elisabethinen Hospital
Head and Neck Squamous Cell Carcinoma
The Head and Neck Tumor Biobank
The purpose of the biobank is to enable future genomic based research on this Head and Neck Cancer patient population. The investigators will try to identify tumor factors that will predict cancer-related outcome in order to…
- Trial name
- NCT01644786
- Where
- Netherlands
- Volunteers
- 419 people
- Sponsor
- Maastricht Radiation Oncology
Pulmonary Tuberculosis, Tuberculosis (TB)
Artificial Intelligence-driven Tuberculosis Landscape Analysis & Stratification Research
The goal of this observational study is to establish and validate a comprehensive AI-driven clinical decision support system (AI-CDSS) in whole-chain management for pulmonary tuberculosis (TB) patients.
- Conditions
- Pulmonary Tuberculosis, Tuberculosis (TB), Tuberculosis Active
- Trial name
- TB-ATLAS (NCT07611695)
- Where
- 2 sites in China
- Volunteers
- 31,600 people
- Sponsor
- Huashan Hospital
Non-small Cell Lung Cancer
The Accuracy of Targeted Lymph Node Dissection of Non-small Cell Lung Cancer Patients According to Predictive Models
Investigators combined the clinical and radiomics characteristics of resectable non-small cell lung cancer patients to construct an accurate model for preoperative prediction of mediastinal lymph node status.
- Trial name
- NCT06768853
- Testing
- Lymph node dissection based on the guidelines, Lymph node dissection based on the model
- Where
- China
- Volunteers
- 60 people
- Sponsor
- Zhongnan 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
Anemia
Assesment of a Predictive Model Dosage of EPO in Hemodialysis Patients
Assesment of a predictive model of anemia management: Dosage of erythropoietin (EPO) and Iron adminsitration in hemodialysis patients.
- Trial name
- NCT02337335
- Where
- Spain
- Volunteers
- 268 people
- Sponsor
- NephroCare Spain
Alpha-1-antitrypsin Deficiency, Emphysema
Development of a Prediction Score for the Occurrence of Death or Lung Transplantation in Patients With Emphysema Secondary to Alpha-1-anti-tripsin Deficiency
Emphysema linked to alpha-1-antitrypsin deficiency (DAAT): towards a better prediction of risks Emphysema caused by alpha-1-antitrypsin deficiency (DAAT) is a rare genetic disorder that can lead to serious complications, such as…
- Conditions
- Alpha-1-antitrypsin Deficiency, Emphysema, Artificial Intelligence (AI), Predictive Learning Models
- Trial name
- FLARE (NCT07715617)
- Where
- 4 sites in France
- Volunteers
- 230 people
- Sponsor
- University Hospital, Bordeaux
Rectal Neoplasms
Selection of Surgical Technique in Rectal Cancer
Currently, there is no prediction scale available to identify patients with rectal neoplasms as technically complex in the middle and lower thirds; that is, those who are at high risk of affected circumferential margins and low…
- Trial name
- TECARE (NCT06442215)
- Testing
- Data collection
- Where
- Spain
- Volunteers
- 333 people
- Sponsor
- Institut d'Investigació Biomèdica de Girona Dr. Josep Trueta
Cirrhosis
The Influence of Nutritional Factors on the Prognosis of Liver Cirrhosis Patients and the Exploration of Predictive Models
Cirrhosis is a progressive developing liver disease transforming normal hepatocytes into scar tissue with loss of function.The prevalence of cirrhosis has approximately tripled over the past two decades.
- Trial name
- NCT06328517
- Where
- China
- Volunteers
- 300 people
- Sponsor
- Juan Kang
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