AIMC Topic: Boston

Clear Filters Showing 21 to 23 of 23 articles

Development and Internal Validation of Machine Learning Algorithms for Preoperative Survival Prediction of Extremity Metastatic Disease.

Clinical orthopaedics and related research Feb 1, 2020
BACKGROUND: A preoperative estimation of survival is critical for deciding on the operative management of metastatic bone disease of the extremities. Several tools have been developed for this purpose, but there is room for improvement. Machine learn...
Humans Machine Learning Decision Support Techniques Retrospective Studies Clinical Decision-Making Female Reproducibility of Results Risk Factors Aged Male Middle Aged Risk Assessment Time Factors Treatment Outcome Bone Neoplasms Predictive Value of Tests Patient Selection Orthopedic Procedures Boston
View on PubMed DOI

Patient-Specific Classification of ICU Sedation Levels From Heart Rate Variability.

Critical care medicine Jul 1, 2017
OBJECTIVE: To develop a personalizable algorithm to discriminate between sedation levels in ICU patients based on heart rate variability.
Humans Algorithms Intensive Care Units Female Aged Male Middle Aged Respiration, Artificial Pilot Projects Electrocardiography Support Vector Machine Heart Rate Anesthesia Boston
View on PubMed DOI

Identifying Patients with Depression Using Free-text Clinical Documents.

Studies in health technology and informatics Jan 1, 2015
About 1 in 10 adults are reported to exhibit clinical depression and the associated personal, societal, and economic costs are significant. In this study, we applied the MTERMS NLP system and machine learning classification algorithms to identify pat...
Humans Machine Learning Electronic Health Records Reproducibility of Results Sensitivity and Specificity Diagnosis, Computer-Assisted Depression Decision Support Systems, Clinical Natural Language Processing Data Mining Boston
View on PubMed
Popular Topics
Recent Journals