Clinical trials: Prediction Model
Schizophrenia
Transcranial Sonography and Machine Learning for Schizophrenia Identification
Schizophrenia is a serious mental illness. Doctors usually diagnose schizophrenia by talking with patients, reviewing symptoms, and using clinical assessment. In early or less typical cases, diagnosis may be difficult.
- Trial name
- TCS-ML-SZ (NCT07604129)
- Testing
- Transcranial Sonography
- Where
- China
- Volunteers
- 200 people, healthy volunteers welcome
- Sponsor
- Taizhou Second People's Hospital
Ovarian Cancer
Artificial Intelligence Model for Growth Prediction of Ovarian Cancer Organoids
The present study aims to collect early bright field image of patient-derived organoids with ovarian cancer. By leveraging artificial intelligence, this study will seek to construct and refine algorithms that able to predict…
- Trial name
- NCT06317610
- Testing
- growth prediction of ovarian cancer organoids in the frame of bright field image by leveraging AI
- Where
- China
- Volunteers
- 100 people
- Sponsor
- Chongqing University Cancer Hospital
Blood Pressure, Prediction Models
Prediction of Hemodynamic Instability in Patients Undergoing Surgery
Intraoperative hypotension occurs often and is associated with adverse patient outcomes such as stroke, myocardial infarction and renal injury.
- Conditions
- Blood Pressure, Prediction Models, Machine Learning, Hemodynamic Instability
- Trial name
- NCT03533205
- Testing
- Hypotension Probability Indicator
- Volunteers
- 507 people, healthy volunteers welcome
- Sponsor
- Academisch Medisch Centrum - Universiteit van Amsterdam (AMC-UvA)
Idiopathic Pulmonary Fibrosis
OPEN-IPF: Observational Prediction modEl for cliNical Outcomes in Idiopathic Pulmonary Fibrosis
Idiopathic pulmonary fibrosis (IPF) is a progressive fibrotic lung disease with marked inter-individual heterogeneity in trajectories and outcomes.
- Trial name
- OPEN-IPF (NCT07404423)
- Volunteers
- 1,000 people
- Sponsor
- University of Modena and Reggio Emilia
Uterine Fibroid, Recurrence
Risk Factors and A Prediction Model of Recurrence of Uterine Fibroids
To research risk factors for recurrence of uterine fibroids and build a prediction model of recurrence of uterine fibroids to facilitate the early detection as well as the early intervention for patients who are prone to recur.
- Trial name
- NCT06234670
- Testing
- No intervertion
- Where
- China
- Volunteers
- 3,200 people, healthy volunteers welcome
- Sponsor
- Wenwen Wang
Hypothermia, Accidental, Hypothermia; Anesthesia
Constructing a Risk Prediction Model for Intraoperative Hypothermia in Children Under General Anesthesia
Intraoperative hypothermia refers to a core body temperature below 36.0°C during surgery, which is common in surgical patients. Due to the fact that children's body temperature regulation function is not yet fully developed, they…
- Trial name
- NCT06892795
- Where
- China
- Volunteers
- 562 people
- Sponsor
- Harbin Medical University
Human Immunodeficiency Virus, Treatment Adherence
Data Science and Qualitative Research for Decision Support in the HIV Care Cascade
The goal of this study is to determine whether clinical prediction algorithms derived using statistical machine learning methods can be used to improve patient outcomes in large HIV care programs in sub-Saharan Africa and…
- Conditions
- Human Immunodeficiency Virus, Treatment Adherence, Treatment Compliance, Patient No Show
- Trial name
- CASCADE (NCT06604663)
- Testing
- Activation of the CDSS system
- Where
- Kenya
- Volunteers
- 80,000 people
- Sponsor
- Brown University
Pierre Robin Sequence (PRS), Difficult Laryngoscopy
3D-CT-Based Prediction of Difficult Laryngoscopy in Infants With Pierre Robin Sequence
This study aims to develop and validate a quantitative prediction model using three-dimensional computed tomography (3D-CT) imaging for identifying infants with Pierre Robin sequence (PRS) at risk of difficult laryngoscopy.
- Conditions
- Pierre Robin Sequence (PRS), Difficult Laryngoscopy, Airway Management
- Trial name
- PRS-3DCT (NCT07257276)
- Where
- China
- Volunteers
- 294 people
- Sponsor
- Nanjing Children's Hospital
Mitral Valve Prolapse, Ventricular Arrhythmias and Cardiac Arrest
Mitral Valve Prolapse Arrhythmic Risk
Mitral valve prolapse (MVP) is common with a 2-3 % prevalence in the general association and generally associated with a favorable prognosis.
- Trial name
- MVP-Risk (NCT07830888)
- Testing
- Risk prediction model
- Where
- Norway
- Volunteers
- 500 people
- Sponsor
- Oslo University Hospital
IVF Outcomes, Prediction Models
Machine-Learning Prediction of Pregnancy Outcomes After Assisted Reproductive Treatments
The goal of this observational study is to develop and validate a machine-learning model to predict pregnancy outcomes in women with a positive pregnancy test following assisted reproductive treatment (ART), with the primary…
- Conditions
- IVF Outcomes, Prediction Models, Infertility Assisted Reproductive Technology, Live Birth
- Trial name
- NCT07855783
- Testing
- Machine-Learning Model for Prediction of Pregnancy Outcomes
- Where
- 2 sites in Croatia
- Volunteers
- 2,200 people
- Sponsor
- BetaPlus Center for Reproductive Medicine
Trauma Injury, Mortality Prediction
Fall Injury Mortality Prediction
This retrospective, multicenter, registry-based cohort study used data from the Pan-Asian Trauma Outcomes Study registry between January 2016 and December 2024.
- Conditions
- Trauma Injury, Mortality Prediction, Fall
- Trial name
- NCT07643051
- Testing
- Prediction model development
- Volunteers
- 58,353 people, healthy volunteers welcome
- Sponsor
- Mackay Memorial Hospital
Stroke, Acute
Development and Validation of the Prediction Model for Cognitive Impairment
According to the "Chinese Stroke Report" released in 2020, the incidence of stroke in China is 1114.8/100,000, acute ischemic stroke (AIS) accounts for 70% to 80% of the total number of stroke population, and elderly stroke…
- Trial name
- NCT05465980
- Volunteers
- 496 people
- Sponsor
- Shenzhen Second People's Hospital
Infertility
Implantation Prediction by Three Dimensional (3D) Ultrasound in Fresh Embryo Transfers
This study is designed to predict implantation of a fresh, high quality embryo in an in vitro fertilization (IVF) cycle by using ultrasound based uterine factors.
- Trial name
- NCT02817373
- Testing
- Ultrasound scan performed through a vaginal probe
- Where
- Israel
- Volunteers
- 150 people, healthy volunteers welcome
- Sponsor
- Meir Medical Center
Emergency Medicine, Artificial Intelligence (AI)
Diagnostic Accuracy of GPT-4o and Claude for HEART Score Calculation in Chest Pain
This prospective observational diagnostic accuracy study evaluates whether large language models (LLMs) - GPT-4o (OpenAI, gpt-4o-2024-11-20) and Claude (Anthropic, claude-sonnet-4-6) - can accurately calculate HEART scores from…
- Conditions
- Emergency Medicine, Artificial Intelligence (AI), Artificial Intelligence (AI) in Diagnosis, Chest Pain Rule Out Myocardial Infarction
- Trial name
- LLM-HEART (NCT07626060)
- Testing
- GPT-4o HEART Score Calculator, Claude HEART Score Calculator, Three-Expert Consensus HEART Score
- Where
- Turkey (Türkiye)
- Volunteers
- 690 people
- Sponsor
- Marmara University Pendik Training and Research Hospital
Nausea and Vomiting, Postoperative, Liver Cancer
A Risk Prediction Model of Postoperative Nausea and Vomiting in Patients With Liver Cancer
PONV management has been recommended as a necessary part of enhanced recovery protocols during the perioperative period, and PONV risk assessment is, therefore, a necessary first step in determining the number of medications or…
- Trial name
- NCT06356623
- Testing
- 1
- Volunteers
- 476 people
- Sponsor
- Shanghai Zhongshan Hospital
Hepatecellular Carcinoma, Hepatectomy
AI-Based Prediction of HCC Recurrence Patterns After Resection (APAR)
This observational study aims to validate a deep learning model for predicting aggressive recurrence patterns in patients with early-stage liver cancer (HCC) after surgery.
- Trial name
- NCT07062380
- Testing
- Curative liver resection, Real-world multimodal therapy
- Where
- China
- Volunteers
- 353 people
- Sponsor
- Tongji Hospital
Nutrition Disorders
Effect of Nutritional Intervention Based on Prediction Model on Adult Umbilical Cord Blood Transplantation Patients
Based on the nutritional factor prediction model, the individualized nutritional management of patients with umbilical cord blood transplantation (UCBT) was carried out to observe the impact on the survival efficacy of patients.
- Trial name
- NCT06553274
- Testing
- Individualized nutrition intervention
- Where
- China
- Volunteers
- 67 people
- Sponsor
- Anhui Provincial Hospital
Frail Elderly Syndrome, Triage
The Prediction Model of Elderly Patients in Taiwan Triage and Acuity Scale
In the year of 2010, the Taiwan Ministry of Health and Welfare had implemented the 5-level Taiwan Triage and Acuity Scale(TTAS) in Taiwan emergency department. TTAS is a triage system that was modified from CTAS.
- Trial name
- NCT04862936
- Where
- Taiwan
- Volunteers
- 1,000 people
- Sponsor
- Chang Gung Memorial Hospital
Post Surgical Pain, Post Operative Pain
Chronic Postsurgical Pain: Multivariate Prediction Model
The goal of this observational study is to identify the risk factors of Chronic Postoperative pain (or Chronic Post Surgery Pain - CPSP) three months after surgery and, subsequently.
- Conditions
- Post Surgical Pain, Post Operative Pain, Postoperative Pain, Chronic
- Trial name
- CPoP (NCT06417528)
- Testing
- Chronic Post Surgery Pain (CPSP)
- Where
- Italy
- Volunteers
- 1,500 people, healthy volunteers welcome
- Sponsor
- Societa Italiana Anestesia Analgesia Rianimazione e Terapia Intensiva
Headache, Pituitary Adenoma
Prediction Model for Postoperative Headache After Transsphenoidal Pituitary Surgery
Primary Objective: This observational study aims to construct a predictive model for short-term headache following endonasal pituitary adenoma surgery and to identify risk factors associated with postoperative headache after…
- Conditions
- Headache, Pituitary Adenoma, Endonasal Surgery, Predictive Model
- Trial name
- NCT07446036
- Testing
- Transsphenoidal Pituitary Surgery
- Where
- China
- Volunteers
- 500 people
- Sponsor
- Beijing Tiantan Hospital