Clinical trials: Prediction Model
Aging, Mortality
Human Observatory Study
The Human Observatory Study is a prospective observational and ecological surveillance study building a continuously-updating world model for human health, disease, and death at the individual and population level.
- Conditions
- Aging, Mortality, All-cause Mortality, Life Expectancy
- Trial name
- HOS (NCT07646782)
- Testing
- Multi-Domain Ecological and Clinical Data Linkage
- Where
- United States
- Volunteers
- 1,000,000 people, healthy volunteers welcome
- Sponsor
- Longevity Metrics, Inc.
Large for Gestational Age Baby, Macrosomia, Fetal
A First Trimester Prediction Model for Large for Gestational Age Infants: a Preliminary Study
Large for gestational age infants (LGA) have increased risks of adverse short-term perinatal outcomes. This study aims to develop a multivariable prediction model for the risk of giving birth to a LGA baby, by using biochemical…
- Trial name
- PreMoLGA (NCT04838431)
- Testing
- Blood sample and ultrasound at first trimester
- Where
- Italy
- Volunteers
- 503 people, healthy volunteers welcome
- Sponsor
- University of Modena and Reggio Emilia
Fall, Fall Injury
A Clinical Decision Support System and Patient Portal for Preventing Medication-related Falls in Older Patients
Falls in older adults represents a growing public health challenge. The use of certain medication is recognized as an important modifiable risk factor for falls.
- Conditions
- Fall, Fall Injury, Fall Patients, Accidental Fall
- Trial name
- ADFICE_IT (NCT05449470)
- Testing
- CDSS, Patient Portal
- Where
- 10 sites in Netherlands
- Volunteers
- 800 people, healthy volunteers welcome
- Sponsor
- Academisch Medisch Centrum - Universiteit van Amsterdam (AMC-UvA)
High-risk, Bipolar Disorder
A Cohort Study of Disease Prediction Model for High-risk Population With Bipolar Disorder
Bipolar disorder (BD) is a serious, complicated, familial aggregation onset of mental illness, which has the characteristics of five-low and one-high, namely high prevalence, high recurrence rate, high morbidity and mortality…
- Conditions
- High-risk, Bipolar Disorder, Atypical Depression
- Trial name
- DPM-rBD (NCT07031661)
- Testing
- This was an observational study with no intervention.
- Where
- China
- Volunteers
- 1,200 people, healthy volunteers welcome
- Sponsor
- Shanghai Mental Health Center
Difficult Intubation
A Predictive Model for Difficult Intubation
Failure in airway management is one of the most common anesthesia-related morbidity and mortality. Each individual airway assessment has limitation to predict difficult intubation.
- Trial name
- NCT02944305
- Testing
- Endotracheal intubation
- Where
- Thailand
- Volunteers
- 7,500 people, healthy volunteers welcome
- Sponsor
- Khon Kaen University
Diabetes Mellitus, Cardiovascular Diseases
10-year Risk Prediction Models of Complications and Mortality of DM in Hong Kong
Diabetes Mellitus (DM) is a well-recognized public health issue worldwide. DM can lead to many complications resulting in morbidity and mortality, approximately 70% of DM related deaths were attributed to cardiovascular diseases…
- Conditions
- Diabetes Mellitus, Cardiovascular Diseases, Mortality, Primary Health Care
- Trial name
- NCT03299010
- Where
- 2 sites in China, Hong Kong
- Volunteers
- 141,516 people, healthy volunteers welcome
- Sponsor
- The University of Hong Kong
Perimenopause, Menopause
CARAMEL Observational Study
CARAMEL is a project funded by the European Commission under the Horizon Europe programme. Its aim is to develop a personalized prevention approach based on state-of-the-art artificial intelligence models for cardiovascular risk…
- Conditions
- Perimenopause, Menopause, Cardiovascular (CV) Risk, Women (Between 30 to 60 Years Old)
- Trial name
- CARAMEL-OS (NCT07695376)
- Where
- 6 sites in Colombia, Croatia and 3 more
- Volunteers
- 3,000 people, healthy volunteers welcome
- Sponsor
- Biogipuzkoa Health Research Institute
Type 2 Diabetes, Insulin Resistance
Characteristics of Papez Loop Neural Network in T2DM （Type 2 Diabetes Mellitus）
This is a cross-sectional and longitudinal study to investigate the characteristic changes in Papez's circuit neural network activity and connectivity based on multimodal MRI, and through follow-up study of the interaction…
- Conditions
- Type 2 Diabetes, Insulin Resistance, Cognitive Impairment
- Trial name
- T2DM (NCT06912321)
- Testing
- No Intervention: Observational Cohort
- Where
- China
- Volunteers
- 400 people, healthy volunteers welcome
- Sponsor
- Nanjing First Hospital, Nanjing Medical University
Cervical Cancer Screening, Risk Assessment
Model Study on Cervical Cancer Screening Strategies and Risk Prediction
By collecting non-image medical data of women undergoing cervical screening in multiple centers in China, including age, HPV infection status, HPV infection type, TCT results, and colposcopy biopsy pathology results, a…
- Conditions
- Cervical Cancer Screening, Risk Assessment, Artificial Intelligence, Machine Learning
- Trial name
- NCT06204133
- Testing
- Artificial intelligence model building
- Where
- 7 sites in China
- Volunteers
- 1,112,846 people, healthy volunteers welcome
- Sponsor
- Fujian Maternity and Child Health Hospital
Hepatocellular Carcinoma, Atezolizumab-bevacizumab
Ate-Bev Early Response Prediction Model in Advanced HCC
The prognosis of hepatocellular carcinoma is poor compared to other carcinomas. Many drugs have recently been developed, and recently, atezolizumab-bevacizumab treatment was superior to sorafenib, the conventional treatment for…
- Conditions
- Hepatocellular Carcinoma, Atezolizumab-bevacizumab, Response Evaluation
- Trial name
- NCT05763277
- Testing
- Early response evaluation
- Where
- South Korea
- Volunteers
- 170 people, healthy volunteers welcome
- Sponsor
- Seoul National University Hospital
Chronic Heart Failure, Heart Failure With Reduced Ejection Fraction (HFrEF)
Precision Subtyping and Prognostic Study of Heart Failure Based on Multi-Omics Integration and Clinical Indicators: A Prospective Single-Center Cohort Study
This is a prospective single-center cohort study conducted at The First Affiliated Hospital of Xinjiang Medical University, aiming to enroll 400 patients with chronic heart failure (including HFrEF, HFmrEF, HFpEF) and 200 healthy…
- Conditions
- Chronic Heart Failure, Heart Failure With Reduced Ejection Fraction (HFrEF), Heart Failure With Preserved Ejection Fraction (HFPEF), Heart Failure With Mildly Reduced Ejection Fraction (HFmrEF)
- Trial name
- HF-MultiOmics (NCT07355088)
- Where
- China
- Volunteers
- 600 people, healthy volunteers welcome
- Sponsor
- Xinjiang Medical University
Cardiomyopathy, Dilated, Prognosis
Cardiac Magnetic Resonance-Clinical Prediction Model-Dilated Cardiomyopathy
Dilated cardiomyopathy (DCM) is a common and serious heart disease characterized by left ventricular enlargement and impaired pumping function, with adverse prognosis (including heart failure, arrhythmia, heart-related…
- Conditions
- Cardiomyopathy, Dilated, Prognosis, Magnetic Resonance Imaging, Cardiac, Death, Sudden, Cardiac
- Trial name
- MPS-CMR-DCM (NCT07527715)
- Testing
- left ventricular ejection fraction
- Where
- China
- Volunteers
- 2,000 people, healthy volunteers welcome
- Sponsor
- Shandong Provincial Hospital
Cognitive Impairment, Predictive Model
Risk Prediction and Its Intelligent Assessment for Cognitive Impairment Among Community-dwelling Older Adults
Cognitive impairment is one of the core early signs of dementia, and it is also a key stage for community-based dementia prevention.
- Conditions
- Cognitive Impairment, Predictive Model, Aging, Cohort
- Trial name
- NCT05385874
- Where
- China
- Volunteers
- 13,228 people, healthy volunteers welcome
- Sponsor
- Peking University Sixth Hospital
Neonatology
Optimization and Clinical Study of Early Prediction Model for Neonatal Acute Respiratory Distress Syndrome
The goal of this observational study is to learn about neonatal acute respiratory distress syndrome in describe participant population.
- Trial name
- NCT05647850
- Testing
- No intervention
- Where
- 2 sites in China
- Volunteers
- 2,000 people, healthy volunteers welcome
- Sponsor
- University-Town Hospital of Chongqing Medical University
Plasticizers
Develop a Risk Prediction Model for Phthalate-ester-induced Diseases
This exploratory study collected basic demographic and laboratory data from the Taiwan Biobank using artificial intelligence algorithms and applied data mining to identify the correlations between phthalate esters…
- Trial name
- NCT05892029
- Where
- 2 sites in Taiwan
- Volunteers
- 1,136 people, healthy volunteers welcome
- Sponsor
- National Taipei University of Nursing and Health Sciences
Real-world Study
AI-Assisted Medical Decision-Making
The study builds and applies an AI model to help doctors predict patient diagnoses and outcomes, such as survival or hospital stay.
- Trial name
- NCT06846229
- Testing
- AI-associated strategy
- Where
- 2 sites in China
- Volunteers
- 50,000,000 people, healthy volunteers welcome
- Sponsor
- The Eye Hospital of Wenzhou Medical University
OVCF Database, Cohort Study
Osteoporotic Vertebral Compression Fracture Cohort Study
The study aims to construct an early warning model for Osteoporotic Vertebral Compression Fracture (OVCF) by integrating TCM syndrome patterns with modern risk factors.
- Trial name
- NCT07321795
- Where
- 4 sites in China
- Volunteers
- 200 people, healthy volunteers welcome
- Sponsor
- Wangjing Hospital, China Academy of Chinese Medical Sciences
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
Attention Deficit Hyperactivity Disorder
Event Rate and Effects of Stimulants in ADHD
Stimulants alleviate information processing and task performance deficits in Attention Deficit/Hyperactivity Disorder (ADHD). Long acting formulations of amphetamines such as lisdexamphetamine dimesylate (LDX) are especially…
- Trial name
- ERESA (NCT01913912)
- Testing
- LDX., sugar pill, computer task (Go/No-Go task)
- Where
- 2 sites in Belgium
- Volunteers
- healthy volunteers welcome
- Sponsor
- University Ghent
Lifestyle Intervention, Non Communicable Chronic Diseases
Evaluation of the WARIFA App and Its Impact on Healthy Lifestyle
The goal of this study is to assess the effect of the WARIFA app on the adoption of healthy lifestyle behaviours related to Non-communicable diseases (NCDs), as well as in the management of Type 1 Diabetes (T1D).
- Conditions
- Lifestyle Intervention, Non Communicable Chronic Diseases, Type 1 Diabetes (T1D)
- Trial name
- NCT06918444
- Testing
- WARIFA app with AI, WARIFA app without AI
- Where
- Spain
- Volunteers
- 104 people, healthy volunteers welcome
- Sponsor
- Instituto Universitario de Investigaciones Biomédicas y Sanitarias (iUIBS) de la Universidad de Las