Joshua Murray
Chartered Institute of Management Accountants(GB)
Publications by Year
Research Areas
Machine Learning in Healthcare, Emergency and Acute Care Studies, Sepsis Diagnosis and Treatment, Electronic Health Records Systems, Biomedical Text Mining and Ontologies
Most-Cited Works
- → Implementing machine learning in medicine(2021)132 cited
- → Clinical evaluation of a machine learning–based early warning system for patient deterioration(2024)22 cited
- → From compute to care: Lessons learned from deploying an early warning system into clinical practice(2022)20 cited
- → Extracting Clinical Features From Dictated Ambulatory Consult Notes Using a Commercially Available Natural Language Processing Tool: Pilot, Retrospective, Cross-Sectional Validation Study(2019)15 cited
- → Developing and Validating a Prediction Model For Death or Critical Illness in Hospitalized Adults, an Opportunity for Human-Computer Collaboration(2023)13 cited
- → Nursing resource team capacity planning using forecasting and optimization methods: A case study(2019)10 cited
- → The Linear Relationship between Changes in Childhood Growth Velocity and Topical Glucoco'rticoid Dose(2001)9 cited
- → Characterizing the impact of snowfall on patient attendance at an urban emergency department in Toronto, Canada(2019)6 cited
- → Predicting emergency department volumes: A multicenter prospective study(2020)6 cited
- → Harnessing the full potential of hospital-based data to support surgical quality improvement(2021)5 cited