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:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Online presence:

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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
Conformal Prediction in Clinical Medical Sciences.
J. Heal. Informatics Res., 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

Human activity pattern implications for modeling SARS-CoV-2 transmission.
Comput. Methods Programs Biomed., 2021

2020
Predicting Optimal Hypertension Treatment Pathways Using Recurrent Neural Networks.
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

Concept Bag: A New Method for Computing Concept Similarity in Biomedical Data.
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

Assimilating Pollen into Exposomes for Pediatric Asthma Research.
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

Solving Interoperability in Translational Health.
Appl. Clin. Inform., 2017

A Conceptual Representation of Exposome in Translational Research.
Proceedings of the AMIA 2017, 2017

The Impact of Health IT Adoption: Are We Measuring the Right Outcomes?
Proceedings of the AMIA 2017, 2017

Extraction of Patient Temporal Patterns and Clusters from Clinical Data.
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
iBIOMES Lite: Summarizing Biomolecular Simulation Data in Limited Settings.
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

Structure prediction of polyglutamine disease proteins: comparison of methods.
BMC Bioinform., 2014

VIRGO: Virtual Identity Resolution on the Go.
Proceedings of the 2014 IEEE International Conference on Healthcare Informatics, 2014

Federating Air Quality Data with Clinical Data.
Proceedings of the AMIA 2014, 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

Implementing public health analytical services: Grid enabling of MetaMap.
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

Federating caTissue with FURTHeR.
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

Going FURTHeR with Three Federated Query Types.
Proceedings of the AMIA 2013, 2013

2012
An agenda for ultra-large-scale system research for global health informatics.
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

Nanoinformatics: developing new computing applications for nanomedicine.
Computing, 2012

Federated Queries for Comparative Effectiveness Research: Performance Analysis.
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

Poster reception - Digital Sherpa.
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
Improving Cluster Utilization through Set Based Allocation Policies.
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


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