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Andrew Ward · SciRah

Researcher profile · Semantic Scholar

Andrew Ward

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Andrew Ward — researcher profile on SciRah

h-index: 9
Works: 34
Citations: 303

Most-cited papers

Machine learning and atherosclerotic cardiovascular disease risk prediction in a multi-ethnic population
Andrew Ward, A. Sarraju, Sukyung Chung, Jiang Li +5 more
2020npj Digital Medicine95 citations Open access
Semantic Scholar
Machine learning approaches improve risk stratification for secondary cardiovascular disease prevention in multiethnic patients
A. Sarraju, Andrew Ward, Sukyung Chung, Jiang Li +2 more
2021Open Heart29 citations Open access
Semantic Scholar
Prediction of Prolonged Opioid Use After Surgery in Adolescents: Insights From Machine Learning
Andrew Ward, T. Jani, Elizabeth Varges de Souza, David Scheinker +2 more
2021Anesthesia and Analgesia25 citations Open access
Semantic Scholar
Incidence of and Factors Associated with Prolonged and Persistent Postoperative Opioid Use in Children 0 to 18 Years of Age
Andrew Ward, Elizabeth Varges de Souza, Daniel P. Miller, Ellen Y. Wang +3 more
2020Anesthesia and Analgesia25 citations Open access
Semantic Scholar
Algorithm-Enabled, Personalized Glucose Management for Type 1 Diabetes at the Population Scale: Prospective Evaluation in Clinical Practice
D. Scheinker, Angela Gu, Joshua Grossman, Andrew Ward +7 more
2021JMIR Diabetes20 citations Open access
Semantic Scholar
Automatic Sleep Arousal Identification From Physiological Waveforms Using Deep Learning
Daniel Miller, Andrew Ward, N. Bambos
2018International Conference on Computing in Cardiology15 citations Open access
Semantic Scholar
Physiological Waveform Imputation of Missing Data using Convolutional Autoencoders
Daniel Miller, Andrew Ward, N. Bambos, David Scheinker +1 more
2018International Conference on e-Health Networking, Applications and Services13 citations
Semantic Scholar
Improved Individual and Population-Level HbA1c Estimation Using CGM Data and Patient Characteristics
Joshua Grossman, Andrew Ward, Jamie L. Crandell, Priya Prahalad +2 more
2021Journal of diabetes and its complications12 citations Open access
Semantic Scholar
Personalizing cholesterol treatment recommendations for primary cardiovascular disease prevention
A. Sarraju, Andrew Ward, Jiang Li, Areli Valencia +3 more
2022Scientific Reports10 citations Open access
Semantic Scholar
Development and Implementation of a Real-time Bundle-adherence Dashboard for Central Line-associated Bloodstream Infections
Augustine Chemparathy, Martin G. Seneviratne, Andrew Ward, Simran Mirchandani +7 more
2021Pediatric Quality & Safety8 citations Open access
Semantic Scholar
Smart Greedy Distributed Allocation in Microgrids
Ilai Bistritz, Andrew Ward, Zheng-Yuan Zhou, N. Bambos
2019ICC 2019 - 2019 IEEE International Conference on Communications (ICC)6 citations
Semantic Scholar
Learning Health State Transition Probabilities via Wireless Body Area Networks
Tal Geller, Y. David, E. Khmelnitsky, I. Ben-gal +3 more
2019ICC 2019 - 2019 IEEE International Conference on Communications (ICC)5 citations
Semantic Scholar
The Association Between Central Line-Associated Bloodstream Infection and Central Line Access*
Andrew Ward, Augustine Chemparathy, Martin G. Seneviratne, Shabnam Gaskari +6 more
2023Critical Care Medicine4 citations
Semantic Scholar
Sociodemographic determinants of oral anticoagulant prescription in patients with atrial fibrillations: findings from the PINNACLE registry using machine learning
Z. Azizi, Andrew Ward, Donghyun J. Lee, Sanchit S. Gad +10 more
2022Heart Rhythm O24 citations Open access
Semantic Scholar
Operationally-Informed Hospital-Wide Discharge Prediction Using Machine Learning
Andrew Ward, Ariana J. Mann, J. Vallon, G. Escobar +2 more
2021International Conference on e-Health Networking, Applications and Services4 citations
Semantic Scholar
Differences in Central Line-Associated Bloodstream Infection Rates Based on the Criteria Used to Count Central Line Days.
David Scheinker, Andrew Ward, A. Shin, Grace M. Lee +2 more
2020Journal of the American Medical Association (JAMA)4 citations Open access
Semantic Scholar
Noninvasive Identification of Hypotension Using Convolutional-Deconvolutional Networks
Daniel Miller, Andrew Ward, N. Bambos, A. Shin +1 more
2019International Conference on e-Health Networking, Applications and Services4 citations
Semantic Scholar
Anesthesiologist Surgery Assignments using Policy Learning
Andrew Ward, Zheng-Yuan Zhou, N. Bambos, Ellen Wang +1 more
2019ICC 2019 - 2019 IEEE International Conference on Communications (ICC)4 citations
Semantic Scholar
Learning to Emulate an Expert Projective Cone Scheduler
Andrew Ward, Neal Master, N. Bambos
2018American Control Conference4 citations
Semantic Scholar
Optimal Health Monitoring via Wireless Body Area Networks
Y. David, Tal Geller, E. Khmelnitsky, I. Ben-gal +3 more
2018IEEE Conference on Decision and Control4 citations
Semantic Scholar
Quantum Annealing Assisted Deep Learning for Lung Cancer Detection
Andrew Ward, N. Bambos
20173 citations
Semantic Scholar
Association of Common Pediatric Surgeries with New Onset Chronic Pain in Patients 0-21 Years of Age in the United States.
Isha Thapa, Elizabeth Varges de Souza, Andrew Ward, N. Bambos +1 more
2022Journal of Pain2 citations Open access
Semantic Scholar
Bidding-Based Dynamic Power Pricing Scheme in Smart Grids
Andrew Ward, Zheng-Yuan Zhou, N. Bambos
2019International Conference on Computing, Networking and Communications2 citations
Semantic Scholar
Population-Level Personalized Diabetes Management Facilitated by Analyses of Continuous Glucose Monitor Data and Telehealth Visits (Preprint)
D. Scheinker, Angela Gu, Joshua Grossman, Andrew Ward +7 more
20211 citations Open access
Semantic Scholar
Personalizing cholesterol treatment recommendations for primary cardiovascular disease prevention
A. Sarraju, Andrew Ward, Jiang Li, Areli Valencia +3 more
2022Scientific Reports0 citations Open access
Semantic Scholar
Abstract 17106: Prediction of Recurrent Atherosclerotic Cardiovascular Disease Risk Using Machine Learning and Electronic Health Record Data
A. Sarraju, Andrew Ward, Sukyung Chung, Jiang Li +2 more
2020Circulation0 citations
Semantic Scholar
Abstract 17323: Personalizing Cholesterol Management Therapy Using Electronic Medical Records and Machine Learning
Andrew Ward, Jiang Li, A. Sarraju, Areli Valencia +2 more
2020Circulation0 citations
Semantic Scholar
1185-P: A Telemedicine-CGM Recommendation System for Personalized Population Health Management
J. Vallon, Andrew Ward, Priya Prahalad, K. Hood +2 more
20200 citations
Semantic Scholar
872-P: Improved HbA1c Estimation Using CGM Data
Joshua Grossman, Andrew Ward, D. Maahs, Priya Prahalad +1 more
20200 citations
Semantic Scholar
Abstract 11985: Prediction of Atherosclerotic Cardiovascular Disease Risk Using Machine Learning and Electronic Health Record Data
Andrew Ward, A. Sarraju, Sukyung Chung, L. Palaniappan +2 more
20190 citations
Semantic Scholar
960-P: Personalized Diabetes Management Using Data from Continuous Glucose Monitors
Daniel Miller, Andrew Ward, D. Maahs, D. Scheinker
2019Diabetes0 citations
Semantic Scholar
Power Control with Random Delays: Robust Feedback Averaging
Andrew Ward, Zheng-Yuan Zhou, P. Mertikopoulos, N. Bambos
2018IEEE Conference on Decision and Control0 citations Open access
Semantic Scholar
Classical communication network design via quantum heuristics
Andrew Ward, Neal Master, N. Bambos
2017IEEE Conference on Decision and Control0 citations
Semantic Scholar
Reducing False Arrhythmia Alarms in the Intensive Care Unit
Andrew Ward, Daniel Miller, K. Miller
20150 citations
Semantic Scholar

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Daniel Miller×9
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A. Sarraju×7
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