Blood Transfusion Complication Clinical Trial
Official title:
Establishment of AI Prediction Model of Blood Transfusion Management in Patients With Mitral Valve Replacement
The evaluation uses ΔHb as an independent factor combined with artificial intelligence (AI) to predict its impact on the prognosis and blood transfusion of patients undergoing cardiac surgery, thereby guiding perioperative clinical blood use and improving patient prognosis.
1. Select 8 hospitals to form a multi-center team, and enter the keyword "mitral valve
replacement" in the case system of 8 hospitals to collect information on 2000 heart
surgery patients.
2. Mainly collect information on preoperative, intraoperative and postoperative test
indexes (blood routine, liver and kidney function, coagulation function, blood gas),
cardiac color Doppler, blood transfusion and prognosis of patients undergoing cardiac
surgery, using statistical methods for analysis. Identify key observations.
3. Gradually incorporate and exclude data, and use statistical methods to conduct
preliminary analysis on the collected data.
The AI prediction model was established by machine learning algorithm to predict
intraoperative blood transfusion, verify the specificity and sensitivity of the blood
transfusion prediction model, and scientifically guide clinical blood use.
;
| Status | Clinical Trial | Phase | |
|---|---|---|---|
| Recruiting |
NCT06023056 -
Hepatitis B Vaccination After Neonatal Surgery
|
||
| Completed |
NCT04127825 -
Acute Normovolemic Hemodilution (ANH) in Patients Undergoing Cardiac Surgery
|
N/A | |
| Withdrawn |
NCT03444610 -
Can we Transfuse Blood Over Shorter Period ?
|
Phase 1 | |
| Recruiting |
NCT03975894 -
TAPS2 Transfusion Antenatally in Pregnant Women With SCD
|
Phase 2 | |
| Recruiting |
NCT06358079 -
Re-infusion of Unwashed Shed Blood During Off-pump Surgery
|
N/A | |
| Recruiting |
NCT03814772 -
To Establish a Blood Transfusion Prediction Model for Liver Transplantation Patients Based on PBM
|
||
| Not yet recruiting |
NCT06244264 -
The Safety and Efficacy of Autologous Transfusion in Spinal Surgery for Lung Cancer With Spinal Metastasis
|
N/A | |
| Completed |
NCT05314582 -
Anticoagulant/Antiaggregant Use and Postoperative Bleeding Risk in Patients With Bladder Tumor and Benign Prostatic Hyperplasia
|
||
| Completed |
NCT05922163 -
Blood Transfusion Education Using Blended Virtual Reality and Simulation for Nursing Undergraduate Students
|
N/A | |
| Not yet recruiting |
NCT06443515 -
Respiratory Trends During Blood Transfusions in Newborns.
|
N/A | |
| Completed |
NCT03146455 -
Thromboelastography Normal Reference Values in China Hunan Province
|
||
| Completed |
NCT03767361 -
Study the Effect of Blood Transfusion on Oxidant-antioxidant Status in Term and Near-term Neonates
|
Early Phase 1 | |
| Completed |
NCT03643458 -
Splanchnic Oxygenation Response to Feeds in Preterm Neonates: Effect of Red Blood Cell Transfusion
|
||
| Completed |
NCT03577561 -
Proficiency Based Training to Investigate Blood Sampling Errors Including WBIT
|
N/A | |
| Recruiting |
NCT05227014 -
Enhanced Recovery and Patient Blood Management in Colorectal Surgery
|
||
| Recruiting |
NCT04980742 -
Perioperative Risk Factors of Outcomes for Cardiac Surgery: A Retrospective Study
|
||
| Recruiting |
NCT05170633 -
Blood Warming in Preterm Infants to Decrease Hypothermia
|
N/A | |
| Completed |
NCT04866953 -
UltraMTP in Adult Trauma Patients Undergoing Surgery Within 24 Hours: Effects on Mortality and Clinical Outcomes
|
||
| Recruiting |
NCT03855644 -
Blood Transfusion Among Patients With Pelvic Fracture in China
|
||
| Recruiting |
NCT04833556 -
Perioperative Outcomes of Postpartum Hemorrhage in Patients Undergoing Cesarean Delivery
|