John H. Holmes
Orcid: 0000-0003-2167-3602
According to our database1,
John H. Holmes
authored at least 88 papers
between 1997 and 2023.
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Bibliography
2023
The IHI Rochester Report 2022 on Healthcare Informatics Research: Resuming After the CoViD-19.
J. Heal. Informatics Res., June, 2023
Informative missingness: What can we learn from patterns in missing laboratory data in the electronic health record?
J. Biomed. Informatics, March, 2023
J. Am. Medical Informatics Assoc., March, 2023
Resuming HealthCare Informatics Research after CoViD-19: the HealthCare System Perspective.
Proceedings of the 11th IEEE International Conference on Healthcare Informatics, 2023
2022
International electronic health record-derived post-acute sequelae profiles of COVID-19 patients.
npj Digit. Medicine, 2022
SurvMaximin: Robust federated approach to transporting survival risk prediction models.
J. Biomed. Informatics, 2022
Artif. Intell. Medicine, 2022
Acute Kidney Injury Prediction with Gradient Boosting Decision Trees enriched with Temporal Features.
Proceedings of the 10th IEEE International Conference on Healthcare Informatics, 2022
Distinguishing Admissions Specifically for COVID-19 from Incidental SARS-CoV-2 Admissions.
Proceedings of the AMIA 2022, 2022
2021
Harnessing electronic health records to study emerging environmental disasters: a proof of concept with perfluoroalkyl substances (PFAS).
npj Digit. Medicine, 2021
Int. J. Medical Informatics, 2021
A Reproducible ETL Approach for Window-based Prediction of Acute Kidney Injury in Critical Care Unit and Some Preliminary Results with Support Vector Machines.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021
Temporal Phenotypic Pathways of Post-Acute Sequelae of SARS-CoV-2 by an International Consortium for Clinical Characterization of COVID-19 (4CE).
Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021
2020
Learning from local to global: An efficient distributed algorithm for modeling time-to-event data.
J. Am. Medical Informatics Assoc., 2020
Learning from electronic health records across multiple sites: A communication-efficient and privacy-preserving distributed algorithm.
J. Am. Medical Informatics Assoc., 2020
BioData Min., 2020
Using topological data analysis and pseudo time series to infer temporal phenotypes from electronic health records.
Artif. Intell. Medicine, 2020
Artif. Intell. Medicine, 2020
Building Trajectories Over Topology with TDA-PTS: An Application in Modelling Temporal Phenotypes of Disease.
Proceedings of the ECML PKDD 2020 Workshops, 2020
Explainable Artificial Intelligence (XAI): Current Approaches and Paths to the Future.
Proceedings of the AMIA 2020, 2020
Harnessing Electronic Health Records to Study Emerging Environmental Disasters: A Proof of Concept with PFAS.
Proceedings of the AMIA 2020, 2020
2019
Proceedings of the Biocomputing 2019: Proceedings of the Pacific Symposium, 2019
Model Performance Metrics in Assessing the Value of Adding Intraoperative Data for Death Prediction: Applications to Noncardiac Surgery.
Proceedings of the MEDINFO 2019: Health and Wellbeing e-Networks for All, 2019
Agent-Based Models and Spatial Enablement: A Simulation Tool to Improve Health and Wellbeing in Big Cities.
Proceedings of the Artificial Intelligence in Medicine, 2019
Proceedings of the Artificial Intelligence in Medicine, 2019
2018
Development and validation of the PEPPER framework (Prenatal Exposure PubMed ParsER) with applications to food additives.
J. Am. Medical Informatics Assoc., 2018
Attribute tracking: strategies towards improved detection and characterization of complex associations.
Proceedings of the Genetic and Evolutionary Computation Conference, 2018
Proceedings of the AMIA 2018, 2018
Applying Predictive Analytics on Administrative and Perioperative Data to Assess Physician Decision Making and Post-Operative Testing for Acute Myocardial Infarction.
Proceedings of the AMIA 2018, 2018
Proceedings of the AMIA 2018, 2018
2017
Text mining applied to electronic cardiovascular procedure reports to identify patients with trileaflet aortic stenosis and coronary artery disease.
J. Biomed. Informatics, 2017
J. Biomed. Informatics, 2017
Predicting clinical outcomes in patients with traumatic bleeding: A secondary analysis of the CRASH-2 dataset.
Proceedings of the 3rd IEEE International Forum on Research and Technologies for Society and Industry, 2017
Proceedings of the Genetic Programming Theory and Practice XV, 2017
Nurse Generated EHR Data Supports Post-Acute Care Referral Decision Making: Development and Validation of a Two-step Algorithm.
Proceedings of the AMIA 2017, 2017
2016
Participatory design of ehealth solutions for women from vulnerable populations with perinatal depression.
J. Am. Medical Informatics Assoc., 2016
The role of tablets in accessing information throughout undergraduate medical education in Botswana.
Int. J. Medical Informatics, 2016
Using Electronic Case Summaries to Elicit Multi-Disciplinary Expert Knowledge about Referrals to Post-Acute Care.
Appl. Clin. Inform., 2016
2015
Collaborative Filtering for Estimating Health Related Utilities in Decision Support Systems.
Proceedings of the Artificial Intelligence in Medicine, 2015
2014
J. Biomed. Informatics, 2014
Clinical research data warehouse governance for distributed research networks in the USA: a systematic review of the literature.
J. Am. Medical Informatics Assoc., 2014
Temporal data mining and process mining techniques to identify cardiovascular risk-associated clinical pathways in Type 2 diabetes patients.
Proceedings of IEEE-EMBS International Conference on Biomedical and Health Informatics, 2014
Use of Patient Generated Data from Social Media and Collaborative Filtering for Preferences Elicitation in Shared Decision Making.
Proceedings of the 2014 AAAI Fall Symposia, Arlington, Virginia, USA, November 13-15, 2014, 2014
2013
Big Data Analytics in Biomedicine and Health: Trends and Challenges.
Proceedings of the MEDINFO 2013, 2013
Informatics Capacity Building in the Developing World - Working Towards an International Educational Model and Curriculum.
Proceedings of the MEDINFO 2013, 2013
A Mobile Health Approach to Tuberculosis Contact Tracing in Resource-Limited Settings.
Proceedings of the MEDINFO 2013, 2013
Experts Speak: Advice from Key Informants to Small, Rural Hospitals on Implementing the Electronic Health Record System.
Proceedings of the MEDINFO 2013, 2013
2012
An informatics agenda for public health: summarized recommendations from the 2011 AMIA PHI Conference.
J. Am. Medical Informatics Assoc., 2012
Bioinform., 2012
Proceedings of the AMIA 2012, 2012
2011
Identifying potential adverse effects using the web: A new approach to medical hypothesis generation.
J. Biomed. Informatics, 2011
2009
AMIA Board White Paper: Program Requirements for Fellowship Education in the Subspecialty of Clinical Informatics.
J. Am. Medical Informatics Assoc., 2009
J. Am. Medical Informatics Assoc., 2009
2008
Proceedings of the Learning Classifier Systems in Data Mining, 2008
2007
2006
2005
Proceedings of the Learning Classifier Systems, International Workshops, 2005
Proceedings of the Learning Classifier Systems, International Workshops, 2005
Proceedings of the Genetic and Evolutionary Computation Conference, 2005
Proceedings of the AMIA 2005, 2005
Proceedings of the AMIA 2005, 2005
Patient Preferences for Behavioral Intervention Format: The Case for (and Against) Computerization.
Proceedings of the AMIA 2005, 2005
Rule Discovery in Epidemiologic Surveillance Data Using EpiXCS: An Evolutionary Computation Approach.
Proceedings of the Artificial Intelligence in Medicine, 2005
2003
Proceedings of the 2003 ACM Symposium on Applied Computing (SAC), 2003
Computer Games May Be Good For Your Health: Shifting Healthcare Behavior Via Interactive Drama Videogames.
Proceedings of the AMIA 2003, 2003
Residents' Perspectives on the Use of the Internet to Improve Infectious Disease Reporting.
Proceedings of the AMIA 2003, 2003
Proceedings of the AMIA 2003, 2003
Proceedings of the AMIA 2003, 2003
2002
J. Am. Medical Informatics Assoc., 2002
Inf. Process. Lett., 2002
The Effect of Missing Data on Learning Classifier System Learning Rate and Classification Performance.
Proceedings of the Learning Classifier Systems, 5th International Workshop, 2002
2001
A Representation for Accuracy-Based Assessment of Classifier System Prediction Performance.
Proceedings of the Advances in Learning Classifier Systems, 4th International Workshop, 2001
Proceedings of the AMIA 2001, 2001
2000
The learning classifier system: an evolutionary computation approach to knowledge discovery in epidemiologic surveillance.
Artif. Intell. Medicine, 2000
A New Bootstrapping Method to Improve Classification Performance in Learning Classifier Systems.
Proceedings of the Parallel Problem Solving from Nature, 2000
Applying a Learning Classifier System to Mining Explanatory and Predictive Models from a Large Clinical Database.
Proceedings of the Advances in Learning Classifier Systems, Third International Workshop, 2000
HEART SENSE: A Game-based Approach to Reducing Delay in Seeking Care for Acute Coronary Syndrome.
Proceedings of the AMIA 2000, 2000
Discovery of predictive models in an injury surveillance database: an application of data mining in clinical research.
Proceedings of the AMIA 2000, 2000
1999
Learning Classifier Systems Applied to Knowledge Discovery in Clinical Research Databases.
Proceedings of the Learning Classifier Systems, From Foundations to Applications, 1999
The Study Design Consultant: A CLIPS/CGI-Mediated Approach to Deploying Expert Systems on the World Wide Web.
Proceedings of the AMIA 1999, 1999
1998
The Partners for Child Passenger Safety Project: An Information Infrastructure for Injury Surveillance.
Proceedings of the AMIA 1998, 1998
1997
Discovering Risk of Disease with a Learning Classifier System.
Proceedings of the 7th International Conference on Genetic Algorithms, 1997