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Developing a common data model approach for DISCOVER CKD: A retrospective, global cohort of real-world patients with chronic kidney disease

PloS one, 2022-09, Vol.17 (9)

2022

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A Machine Learning Approach to Support Urgent Stroke Triage Using Administrative Data and Social Determinants of Health at Hospital Presentation: Retrospective Study

Journal of medical Internet research, 2023-01, Vol.25 (1), p.e36477-e36477

2023

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Developing a common data model approach for DISCOVER CKD: A retrospective, global cohort of real-world patients with chronic kidney disease

PloS one, 2022-09, Vol.17 (9), p.e0274131-e0274131

2022

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Using machine learning to improve risk prediction in durable left ventricular assist devices

PloS one, 2021-03, Vol.16 (3), p.e0247866-e0247866

2021

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An empirical study of opinion leader effects on mobile technology implementation by physicians in an American community health system

Health informatics journal, 2018-09, Vol.24 (3), p.323-333

2018

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Exploring trajectories of emergency department visits using a laboratory-based indicator of serious illness

Health informatics journal, 2020-03, Vol.26 (1), p.205-217

2020

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Social determinants of health in electronic health records and their impact on analysis and risk prediction: A systematic review

Journal of the American Medical Informatics Association : JAMIA, 2020-11, Vol.27 (11), p.1764-1773

2020

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Machine learning for healthcare behavioural OR: Addressing waiting time perceptions in emergency care

The Journal of the Operational Research Society, 2020-07, Vol.71 (7), p.1087-1101

2020

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Trajectories of Repeated Readmissions of Chronic Disease Patients: Risk Stratification, Profiling, and Prediction

MIS quarterly, 2020-03, Vol.44 (1), p.201-226

2020

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Flexible hospital-wide elective patient scheduling

The Journal of the Operational Research Society, 2020-06, Vol.71 (6), p.878-892

2020

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Innovations in chronic care delivery using data-driven clinical pathways

The American journal of managed care, 2015-12, Vol.21 (12), p.e661-e668

2015

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Paving the COWpath: Learning and visualizing clinical pathways from electronic health record data

Journal of biomedical informatics, 2015-12, Vol.58, p.186-197

2015

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Continuous Remote Patient Monitoring in Patients With Heart Failure (Cascade Study): Protocol for a Mixed Methods Feasibility Study

JMIR research protocols, 2022-08, Vol.11 (8), p.e36741-e36741

2022

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Limitations of receiver operating characteristic curve on imbalanced data: Assist device mortality risk scores

The Journal of thoracic and cardiovascular surgery, 2023-04, Vol.165 (4), p.1433-1442.e2

2023

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A distributionally robust optimization approach for stochastic elective surgery scheduling with limited intensive care unit capacity

European journal of operational research, 2021-05, Vol.290 (3), p.901-913

2021

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Virtualized healthcare delivery: Understanding users and their usage patterns of online medical consultations

International journal of medical informatics (Shannon, Ireland), 2014-12, Vol.83 (12), p.901-914

2014

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Stochastic optimization approaches for elective surgery scheduling with downstream capacity constraints: Models, challenges, and opportunities

Computers & operations research, 2022-01, Vol.137, p.105523, Article 105523

2022

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Data-driven clinical and cost pathways for chronic care delivery

The American journal of managed care, 2016-12, Vol.22 (12), p.816-820

2016

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Human-machine collaboration for feature selection and integration to improve congestive Heart failure risk prediction

Decision Support Systems, 2023-09, Vol.172, p.113982, Article 113982

2023

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Assessing inclusion and representativeness on digital platforms for health education: Evidence from YouTube

Journal of biomedical informatics, 2024-09, Vol.157, p.104669, Article 104669

2024

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Quantifying the Impact of Social Influence on the Information Technology Implementation Process by Physicians: A Hierarchical Bayesian Learning Approach

Information systems research, 2018-03, Vol.29 (1), p.25-41

2018

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An Interactive Platform to Visualize Data-Driven Clinical Pathways for the Management of Multiple Chronic Conditions

Studies in health technology and informatics, 2017, Vol.245, p.672

2017

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The Impact of Privacy Regulation and Technology Incentives: The Case of Health Information Exchanges

Management science, 2016-04, Vol.62 (4), p.1042-1063

2016

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E-HOSPITAL - A Digital Workbench for Hospital Operations and Services Planning Using Information Technology and Algebraic Languages

Studies in health technology and informatics, 2017, Vol.245, p.84

2017

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Multi-resource allocation and care sequence assignment in patient management: a stochastic programming approach

Health care management science, 2024-05

2024

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Developing a common data model approach for DISCOVER CKD: A retrospective, global cohort of real-world patients with chronic kidney disease

A Machine Learning Approach to Support Urgent Stroke Triage Using Administrative Data and Social Determinants of Health at Hospital Presentation: Retrospective Study

Developing a common data model approach for DISCOVER CKD: A retrospective, global cohort of real-world patients with chronic kidney disease

Using machine learning to improve risk prediction in durable left ventricular assist devices

An empirical study of opinion leader effects on mobile technology implementation by physicians in an American community health system

Exploring trajectories of emergency department visits using a laboratory-based indicator of serious illness

Social determinants of health in electronic health records and their impact on analysis and risk prediction: A systematic review

Machine learning for healthcare behavioural OR: Addressing waiting time perceptions in emergency care

Trajectories of Repeated Readmissions of Chronic Disease Patients: Risk Stratification, Profiling, and Prediction

Flexible hospital-wide elective patient scheduling

Innovations in chronic care delivery using data-driven clinical pathways

Paving the COWpath: Learning and visualizing clinical pathways from electronic health record data

Continuous Remote Patient Monitoring in Patients With Heart Failure (Cascade Study): Protocol for a Mixed Methods Feasibility Study

Limitations of receiver operating characteristic curve on imbalanced data: Assist device mortality risk scores

A distributionally robust optimization approach for stochastic elective surgery scheduling with limited intensive care unit capacity

Virtualized healthcare delivery: Understanding users and their usage patterns of online medical consultations

Stochastic optimization approaches for elective surgery scheduling with downstream capacity constraints: Models, challenges, and opportunities

Data-driven clinical and cost pathways for chronic care delivery

Human-machine collaboration for feature selection and integration to improve congestive Heart failure risk prediction

Assessing inclusion and representativeness on digital platforms for health education: Evidence from YouTube

Quantifying the Impact of Social Influence on the Information Technology Implementation Process by Physicians: A Hierarchical Bayesian Learning Approach

An Interactive Platform to Visualize Data-Driven Clinical Pathways for the Management of Multiple Chronic Conditions

The Impact of Privacy Regulation and Technology Incentives: The Case of Health Information Exchanges

E-HOSPITAL - A Digital Workbench for Hospital Operations and Services Planning Using Information Technology and Algebraic Languages

Multi-resource allocation and care sequence assignment in patient management: a stochastic programming approach

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