Julio C. Facelli
Orcid: 0000-0003-1449-477X
According to our database1,
Julio C. Facelli
authored at least 66 papers
between 1992 and 2024.
Collaborative distances:
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Bibliography
2024
An open science grid implementation of the steady state genetic algorithm for crystal structure prediction.
J. Comput. Sci., 2024
Recommendations to promote fairness and inclusion in biomedical AI research and clinical use.
J. Biomed. Informatics, 2024
2023
The IHI Rochester Report 2022 on Healthcare Informatics Research: Resuming After the CoViD-19.
J. Heal. Informatics Res., June, 2023
Sequential data mining of infection patterns as predictors for onset of type 1 diabetes in genetically at-risk individuals.
J. Biomed. Informatics, June, 2023
Environmental exposures in machine learning and data mining approaches to diabetes etiology: A scoping review.
Artif. Intell. Medicine, January, 2023
Uncertainty in Breast Cancer Risk Prediction: A Conformal Prediction Study of Race Stratification.
Proceedings of the MEDINFO 2023 - The Future Is Accessible, 2023
Resuming HealthCare Informatics Research after CoViD-19: the HealthCare System Perspective.
Proceedings of the 11th IEEE International Conference on Healthcare Informatics, 2023
Structural Homology of Epitope Binding Mimicry in the Onset of Type 1 Diabetes Mellitus.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023
2022
Computer clinical decision support that automates personalized clinical care: a challenging but needed healthcare delivery strategy.
J. Am. Medical Informatics Assoc., 2022
2021
Enabling a learning healthcare system with automated computer protocols that produce replicable and personalized clinician actions.
J. Am. Medical Informatics Assoc., 2021
Comput. Methods Programs Biomed., 2021
2020
Int. J. Medical Informatics, 2020
Characterization of Analytic and Experimental Uncertainty of RNA-seq Co-expression Network Determination: Application to SCA2.
Proceedings of the 8th IEEE International Conference on Healthcare Informatics, 2020
A Harmonized Framework to Evaluate Impacts of ECHO Pain and Opioid Training on Patients and Clinicians.
Proceedings of the AMIA 2020, 2020
2019
Generation and Classification of Activity Sequences for Spatiotemporal Modeling of Human Populations.
CoRR, 2019
Towards a content agnostic computable knowledge repository for data quality assessment.
Comput. Methods Programs Biomed., 2019
An Architecture to Support Real-World Studies that Investigate the Autonomic Nervous System.
Proceedings of the Heterogeneous Data Management, Polystores, and Analytics for Healthcare, 2019
Proceedings of the Bioinformatics and Biomedical Engineering, 2019
An Architecture for Metadata-driven Integration of Heterogeneous Sensor and Health Data for Translational Exposomic Research.
Proceedings of the 2019 IEEE EMBS International Conference on Biomedical & Health Informatics, 2019
Proceedings of the AMIA 2019, 2019
2018
Comprehensive methodology to monitor longitudinal change patterns during EHR implementations: a case study at a large health care delivery network.
J. Biomed. Informatics, 2018
Calcium interactions with Cx26 hemmichannel: Spatial association between MD simulations biding sites and variant pathogenicity.
Comput. Biol. Chem., 2018
2017
Development and classification of a robust inventory of near real-time outcome measurements for assessing information technology interventions in health care.
J. Biomed. Informatics, 2017
Proceedings of the AMIA 2017, 2017
Proceedings of the AMIA 2017, 2017
Proceedings of the AMIA 2017, 2017
2016
Health information technology adoption: Understanding research protocols and outcome measurements for IT interventions in health care.
J. Biomed. Informatics, 2016
A review of the applications of data mining and machine learning for the prediction of biomedical properties of nanoparticles.
Comput. Methods Programs Biomed., 2016
Assessment of the Heterogeneity of Outcome Measurements for IT Interventions in Health Care.
Proceedings of the AMIA 2016, 2016
2014
J. Chem. Inf. Model., 2014
Data model, dictionaries, and desiderata for biomolecular simulation data indexing and sharing.
J. Cheminformatics, 2014
A domain analysis model for eIRB systems: Addressing the weak link in clinical research informatics.
J. Biomed. Informatics, 2014
Development of a HIPAA-compliant environment for translational research data and analytics.
J. Am. Medical Informatics Assoc., 2014
BMC Bioinform., 2014
Proceedings of the 2014 IEEE International Conference on Healthcare Informatics, 2014
2013
iBIOMES: Managing and Sharing Biomolecular Simulation Data in a Distributed Environment.
J. Chem. Inf. Model., 2013
International Collaborations in Health Informatics Education: Globalizing Health and Biomedical Informatics Curricula.
Proceedings of the MEDINFO 2013, 2013
A Service Oriented Framework to Assess the Quality of Electronic Health Data for Clinical Research.
Proceedings of the IEEE International Conference on Healthcare Informatics, 2013
Proceedings of the 26th IEEE International Symposium on Computer-Based Medical Systems, 2013
On the Fly Linkage of Records Containing Protected Health Information (PHI) Within the FURTHeR Framework.
Proceedings of the AMIA 2013, 2013
Creating a Secure, Easily Accessible Environment for PHI Data Exports within FURTHeR utilizing REDCap.
Proceedings of the AMIA 2013, 2013
Knowledge Driven Inclusion and Exclusion Criteria Refinement within the FURTHeR Framework.
Proceedings of the AMIA 2013, 2013
FURTHeR: An Infrastructure for Clinical, Translational and Comparative Effectiveness Research.
Proceedings of the AMIA 2013, 2013
Using Primitive Role Relationships in SNOMED to Enhance Concept Searching by Limiting Semantic Variability in FURTHeR.
Proceedings of the AMIA 2013, 2013
2012
SIGHIT Rec., 2012
Identification of pneumonia and influenza deaths using the death certificate pipeline.
BMC Medical Informatics Decis. Mak., 2012
Utility of gene-specific algorithms for predicting pathogenicity of uncertain gene variants.
J. Am. Medical Informatics Assoc., 2012
Computing, 2012
Proceedings of the HealthGrid Applications and Technologies Meet Science Gateways for Life Sciences, 2012
2011
Characterization of uncertainty in the classification of multivariate assays: application to PAM50 centroid-based genomic predictors for breast cancer treatment plans.
J. Clin. Bioinform., 2011
2010
Predicting the start week of respiratory syncytial virus outbreaks using real time weather variables.
BMC Medical Informatics Decis. Mak., 2010
2009
A case for using grid architecture for state public health informatics: the Utah perspective.
BMC Medical Informatics Decis. Mak., 2009
Crystal structure prediction of flexible molecules using parallel genetic algorithms with a standard force field.
J. Comput. Chem., 2009
Parallel Genetic Algorithms for Crystal Structure Prediction: Successes and Failures in Predicting Bicalutamide Polymorphs.
Proceedings of the Emerging Intelligent Computing Technology and Applications, 2009
2008
A parallel genetic algorithm to discover patterns in genetic markers that indicate predisposition to multifactorial disease.
Comput. Biol. Medicine, 2008
Digital Sherpa: a set of high level tools to manage scientific applications in a computational grid.
Proceedings of the 15th ACM Mardi Gras conference: From lightweight mash-ups to lambda grids: Understanding the spectrum of distributed computing requirements, applications, tools, infrastructures, interoperability, and the incremental adoption of key capabilities, Baton Rouge, Louisiana, USA, January 29, 2008
2006
Computational Science and Engineering Online (CSE-Online): A Cyber-Infrastructure for Scientific Computing.
J. Chem. Inf. Model., 2006
Proceedings of the ACM/IEEE SC2006 Conference on High Performance Networking and Computing, 2006
2005
A general framework to understand parallel performance in heterogeneous clusters: analysis of a new adaptive parallel genetic algorithm.
J. Parallel Distributed Comput., 2005
2001
Proceedings of the 30th International Workshops on Parallel Processing (ICPP 2001 Workshops), 2001
1992
How Changing High Performance Computing Technology Changes the Way in Whigh We Do Computational Chemistry.
Proceedings of the Proceedings Supercomputing '92, 1992