Philip Polgreen

Orcid: 0000-0002-0630-5898

According to our database1, Philip Polgreen authored at least 25 papers between 2010 and 2023.

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Bibliography

2023
A comprehensive framework to estimate the frequency, duration, and risk factors for diagnostic delays using bootstrapping-based simulation methods.
BMC Medical Informatics Decis. Mak., December, 2023

Cad2graph: Automated Extraction of Spatial Graphs from Architectural Drawings.
Proceedings of the Machine Learning and Knowledge Discovery in Databases: Applied Data Science and Demo Track, 2023

Continually-Adaptive Representation Learning Framework for Time-Sensitive Healthcare Applications.
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

2022
Audio-Based Cough Detection in Clinic Waiting Rooms.
Proceedings of the 10th IEEE International Conference on Healthcare Informatics, 2022

Dynamic Healthcare Embeddings for Improving Patient Care.
Proceedings of the IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2022

2021
COVID-19 modeling and non-pharmaceutical interventions in an outpatient dialysis unit.
PLoS Comput. Biol., 2021

Modeling and Evaluation of Clustering Patient Care into Bubbles.
Proceedings of the 9th IEEE International Conference on Healthcare Informatics, 2021

2019
21 Million Opportunities: a 19 Facility Investigation of Factors Affecting Hand-Hygiene Compliance via Linear Predictive Models.
J. Heal. Informatics Res., 2019

Identifying De Facto Prescription Norms in a Hospital Setting: A study with antibiotics.
Proceedings of the 2019 IEEE International Conference on Healthcare Informatics, 2019

Evaluating architectural changes to alter pathogen dynamics in a dialysis unit: for the CDC MInD-healthcare group.
Proceedings of the ASONAM '19: International Conference on Advances in Social Networks Analysis and Mining, 2019

2017
Social media engagement analysis of U.S. Federal health agencies on Facebook.
BMC Medical Informatics Decis. Mak., 2017

A Large-Scale Exploration of Factors Affecting Hand Hygiene Compliance Using Linear Predictive Models.
Proceedings of the 2017 IEEE International Conference on Healthcare Informatics, 2017

2015
Enhancing disease surveillance with novel data streams: challenges and opportunities.
EPJ Data Sci., 2015

Hand hygiene duration and technique recognition using wrist-worn sensors.
Proceedings of the 14th International Conference on Information Processing in Sensor Networks, 2015

Improving Risk Prediction of Clostridium Difficile Infection Using Temporal Event-Pairs.
Proceedings of the 2015 International Conference on Healthcare Informatics, 2015

2014
Optimal Screening Strategies for Healthcare Associated Infections in a Multi-Institutional Setting.
PLoS Comput. Biol., 2014

Mining the Demographics of Craigslist Casual Sex Ads to Inform Public Health Policy.
Proceedings of the 2014 IEEE International Conference on Healthcare Informatics, 2014

2013
Interactions in an intensive care unit: experiences pre-processing sensor network data.
Proceedings of the Wireless Health 2013, 2013

2012
Inferring Realistic Intra-hospital Contact Networks Using Link Prediction and Computer Logins.
Proceedings of the 2012 International Conference on Privacy, 2012

Using Online Classified Ads to Identify the Geographic Footprints of Anonymous, Casual Sex-Seeking Individuals.
Proceedings of the 2012 International Conference on Privacy, 2012

An evolving multi-agent scenario generation framework for simulations in preventive medicine education.
Proceedings of the ACM International Health Informatics Symposium, 2012

Automatic Adverse Drug Events Detection Using Letters to the Editor.
Proceedings of the AMIA 2012, 2012

2010
Virtual Agents Based Simulation for Training Healthcare Workers in Hand Hygiene Procedures.
Proceedings of the Intelligent Virtual Agents, 10th International Conference, 2010

Modeling and estimating the spatial distribution of healthcare workers.
Proceedings of the ACM International Health Informatics Symposium, 2010

Budgeted Maximum Coverage with Overlapping Costs: Monitoring the Emerging Infections Network.
Proceedings of the Twelfth Workshop on Algorithm Engineering and Experiments, 2010


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