Identification of elders at higher risk for fall with statewide electronic health records and a machine learning algorithm

by Laura Kanov | May 9, 2020 | Publications

Back to News Identification of elders at higher risk for fall with statewide electronic health records and a machine learning algorithm   International Journal of Medical Informatics     The Problem More than a third of community-dwelling older adults are...

Development of an early-warning system for high-risk patients for suicide attempt using deep learning and electronic health records

by Laura Kanov | Mar 1, 2020 | Publications

Back to News Development of an early-warning system for high-risk patients for suicide attempt using deep learning and electronic health records Nature.com   Summary: Suicide is taking our children, plaguing our veterans and poisoning troubled minds as a viable...

Prediction of the 1-Year Risk of Incident Lung Cancer: Prospective Study Using Electronic Health Records from the State of Maine

by Laura Kanov | May 16, 2019 | Publications

Back to News Prediction of the 1-Year Risk of Incident Lung Cancer Prospective Study Using Electronic Health Records from the State of Maine International Journal of Medical Informatics   Summary: Lung cancer is the leading cause of cancer death worldwide. Early...

A Real-Time Early Warning System for Monitoring Inpatient Mortality Risk: Prospective Study Using Electronic Medical Record Data

by Laura Kanov | May 7, 2019 | Publications

Back to News  Early Warning System for Monitoring Inpatient Mortality Risk: Prospective Study Using Electronic Medical Record Data International Journal of Medical Informatics Summary: The rapid deterioration observed in the condition of some hospitalized...

Assessing Statewide All-Cause Future One-Year Mortality: Prospective Study with Implications for Quality of Life, Resource Utilization, and Medical Futility

by Laura Kanov | Jun 4, 2018 | Publications

Back to News Assessing Statewide All-Cause Future One-Year Mortality: Prospective Study with Implications for Quality of Life, Resource Utilization, and Medical Futility International Journal of Medical Informatics   Summary: For many elderly patients, a...

Prediction of Incident Hypertension Within the Next Year

by Laura Kanov | Jan 30, 2018 | Publications

Back to News Prediction of Incident Hypertension Within the Next Year: Prospective Study Using Statewide Electronic Health Records and Machine Learning International Journal of Medical Informatics   Summary: As a high-prevalence health condition, hypertension is...