AIMC Topic: Hypotension

Clear Filters Showing 11 to 20 of 61 articles

Intraoperative Hypotension Prediction: Current Methods, Controversies, and Research Outlook.

Anesthesia and analgesia Oct 23, 2024
Intraoperative hypotension prediction has been increasingly emphasized due to its potential clinical value in reducing organ injury and the broad availability of large-scale patient datasets and powerful machine learning tools. Hypotension prediction...
Humans Risk Factors Blood Pressure Hypotension Arterial Pressure Intraoperative Complications Risk Assessment Monitoring, Intraoperative Predictive Value of Tests
View on PubMed DOI

Machine learning-augmented interventions in perioperative care: a systematic review and meta-analysis.

British journal of anaesthesia Sep 24, 2024
BACKGROUND: We lack evidence on the cumulative effectiveness of machine learning (ML)-driven interventions in perioperative settings. Therefore, we conducted a systematic review to appraise the evidence on the impact of ML-driven interventions on per...
Humans Pain, Postoperative Hypotension Perioperative Care Machine Learning Length of Stay Randomized Controlled Trials as Topic
View on PubMed DOI

A review of machine learning methods for non-invasive blood pressure estimation.

Journal of clinical monitoring and computing Sep 21, 2024
Blood pressure is a very important clinical measurement, offering valuable insights into the hemodynamic status of patients. Regular monitoring is crucial for early detection, prevention, and treatment of conditions like hypotension and hypertension,...
Hypotension Monitoring, Physiologic Blood Pressure Signal Processing, Computer-Assisted Humans Machine Learning Hemodynamics Algorithms Hypertension Blood Pressure Determination
View on PubMed DOI

Prediction of intraoperative hypotension using deep learning models based on non-invasive monitoring devices.

Journal of clinical monitoring and computing Aug 19, 2024
PURPOSE: Intraoperative hypotension is associated with adverse outcomes. Predicting and proactively managing hypotension can reduce its incidence. Previously, hypotension prediction algorithms using artificial intelligence were developed for invasive...
Intraoperative Complications Consciousness Monitors Blood Pressure Monitors Blood Pressure Area Under Curve Hypotension Capnography Deep Learning Monitoring, Intraoperative ROC Curve Photoplethysmography Electrocardiography Blood Pressure Determination Adult Male Middle Aged Algorithms Female Databases, Factual Reproducibility of Results Humans Aged Artificial Intelligence
View on PubMed DOI

Predictive ability of hypotension prediction index and machine learning methods in intraoperative hypotension: a systematic review and meta-analysis.

Journal of translational medicine Aug 5, 2024
INTRODUCTION: Intraoperative Hypotension (IOH) poses a substantial risk during surgical procedures. The integration of Artificial Intelligence (AI) in predicting IOH holds promise for enhancing detection capabilities, providing an opportunity to impr...
ROC Curve Hypotension Intraoperative Complications Humans Machine Learning
View on PubMed DOI

LDSG-Net: an efficient lightweight convolutional neural network for acute hypotensive episode prediction during ICU hospitalization.

Physiological measurement Jun 5, 2024
. Acute hypotension episode (AHE) is one of the most critical complications in intensive care unit (ICU). A timely and precise AHE prediction system can provide clinicians with sufficient time to respond with proper therapeutic measures, playing a cr...
Hospitalization Acute Disease Hypotension Humans Neural Networks, Computer Intensive Care Units
View on PubMed DOI

Machine learning model based on RCA-PDCA nursing methods and differentiating factors to predict hypotension during cesarean section surgery.

Computers in biology and medicine Apr 2, 2024
BACKGROUND: Intraoperative hypotension during cesarean section has become a serious complication for maternal and fetal healthy. It is commonly encountered by subarachnoid anesthesia. However, currently used control methods have varying degrees of si...
Humans Machine Learning Retrospective Studies Pregnancy Female Cesarean Section Adult Hypotension Intraoperative Complications
View on PubMed DOI

Effect of different targets of goal-directed fluid therapy on intraoperative hypotension and fluid infusion in robot-assisted laparoscopic gynecological surgery: a randomized non-inferiority trial.

Journal of robotic surgery Mar 16, 2024
Carotid corrected flow time (FTc) and tidal volume challenge pulse pressure variation (VtPPV) are useful clinical parameters for assessing volume status and fluid responsiveness in robot-assisted surgery, but their usefulness as goal-directed fluid t...
Goals Urea Gynecologic Surgical Procedures Robotic Surgical Procedures Nitrogen Hypotension Humans Robotics Prospective Studies Female Fluid Therapy Laparoscopy
View on PubMed DOI

Incidence, Determinants, and Outcome of Contrast-induced Acute Kidney Injury following Percutaneous Coronary Intervention at a Tertiary Care Hospital.

Saudi journal of kidney diseases and transplantation : an official publication of the Saudi Center for Organ Transplantation, Saudi Arabia Jan 17, 2024
Contrast-induced acute kidney injury (CI-AKI) after percutaneous coronary intervention (PCI) is the common cause of in-hospital acquired AKI and is associated with in-hospital mortality and prolonged hospital stay. We studied the incidence of CI-AKI ...
Contrast Media Aged Heart Failure Tertiary Care Centers Adult Humans Hypotension Percutaneous Coronary Intervention Incidence Acute Kidney Injury Risk Factors
View on PubMed DOI

Real-time dual prediction of intradialytic hypotension and hypertension using an explainable deep learning model.

Scientific reports Oct 23, 2023
Both intradialytic hypotension (IDH) and hypertension (IDHTN) are associated with poor outcomes in hemodialysis patients, but a model predicting dual outcomes in real-time has never been developed. Herein, we developed an explainable deep learning mo...
Blood Pressure Kidney Failure, Chronic Hypotension Deep Learning Renal Dialysis Hypertension Humans
View on PubMed DOI
Popular Topics
Recent Journals