AIMC Topic: Clinical Decision Rules

Clear Filters Showing 61 to 67 of 67 articles

Role for machine learning in sex-specific prediction of successful electrical cardioversion in atrial fibrillation?

Open heart Jun 1, 2020
OBJECTIVE: Electrical cardioversion is frequently performed to restore sinus rhythm in patients with persistent atrial fibrillation (AF). However, AF recurs in many patients and identifying the patients who benefit from electrical cardioversion is di...
Recovery of Function Predictive Value of Tests Patient Selection Risk Assessment Treatment Outcome Clinical Decision-Making Humans Recurrence Female Machine Learning Male Electric Countershock Middle Aged Sex Factors Retrospective Studies Clinical Decision Rules Aged Heart Disease Risk Factors Atrial Fibrillation
View on PubMed DOI

Power and perils of prediction in palliative care.

Lancet (London, England) Feb 29, 2020
Humans Machine Learning Algorithms Palliative Care Clinical Decision Rules
View on PubMed DOI

The role of artificial intelligence and machine learning in predicting orthopaedic outcomes.

The bone & joint journal Dec 1, 2019
This annotation briefly reviews the history of artificial intelligence and machine learning in health care and orthopaedics, and considers the role it will have in the future, particularly with reference to statistical analyses involving large datase...
Data Interpretation, Statistical United Kingdom History, 20th Century Prognosis United States Orthopedic Procedures Clinical Decision Rules Humans Machine Learning Forecasting Artificial Intelligence
View on PubMed DOI

Artificial Intelligence - Futuristic Pediatric Healthcare.

Indian pediatrics Sep 15, 2019
Humans Artificial Intelligence Clinical Decision-Making Child Forecasting Pediatrics India Early Diagnosis Clinical Decision Rules Cost-Benefit Analysis
View on PubMed

Predicting Inpatient Length of Stay After Brain Tumor Surgery: Developing Machine Learning Ensembles to Improve Predictive Performance.

Neurosurgery Sep 1, 2019
BACKGROUND: Current outcomes prediction tools are largely based on and limited by regression methods. Utilization of machine learning (ML) methods that can handle multiple diverse inputs could strengthen predictive abilities and improve patient outco...
Clinical Decision Rules Length of Stay Regression Analysis Inpatients Machine Learning Male Algorithms Middle Aged Humans Prognosis Female Brain Neoplasms
View on PubMed DOI

Development of Machine Learning Algorithms for Prediction of 30-Day Mortality After Surgery for Spinal Metastasis.

Neurosurgery Jul 1, 2019
BACKGROUND: Preoperative prognostication of short-term postoperative mortality in patients with spinal metastatic disease can improve shared decision making around end-of-life care.
Neurosurgical Procedures Algorithms Prognosis Spinal Neoplasms Female Clinical Decision Rules Male Humans Middle Aged Machine Learning
View on PubMed DOI

Machine-learning-based patient-specific prediction models for knee osteoarthritis.

Nature reviews. Rheumatology Jan 1, 2019
Osteoarthritis (OA) is an extremely common musculoskeletal disease. However, current guidelines are not well suited for diagnosing patients in the early stages of disease and do not discriminate patients for whom the disease might progress rapidly. T...
Early Diagnosis Osteoarthritis, Knee Clinical Decision Rules Models, Theoretical Risk Factors Data Mining Aged Precision Medicine Humans Clinical Decision-Making Male Aged, 80 and over Machine Learning Female Disease Progression
View on PubMed DOI
Popular Topics
Recent Journals