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Julio Cesar Facelli

Adjunct Professor in the Department of Biostatistics & Bioinformatics
Biostatistics & Bioinformatics, Division of Translational Biomedical

Scholarly Works - Book sections


Uncertainty in Breast Cancer Risk Prediction: A Conformal Prediction Study of Race Stratification.

Book section · January 25, 2024 The use of Artificial Intelligence (AI) in medicine has attracted a great deal of attention in the medical literature, but less is known about how to assess the uncertainty of individual predictions in clinical applications. This paper demonstrates the use ... Full text Link to item Cite

Exposure Health Informatics Ecosystem

Book section · January 1, 2020 There is a need for understanding an individual’s total exposure, including simultaneous, cumulative, and latent exposure to multiple environmental contaminants. While exact contributions differ, multiple studies suggest that the majority of a person’s hea ... Full text Cite

Medical informatics and bioinformatics

Book section · March 31, 2013 In the last 50 years, computational applications have been developed to aid clinicians and researchers alike in the broad field of Biomedicine. Adopted early in the evolution of the field, the term medical informatics has been applied to the various sub-di ... Full text Cite

Medical informatics and bioinformatics

Book section · December 1, 2012 In the last 50 years, computational applications have been developed to aid clinicians and researchers alike in the broad field of Biomedicine. Adopted early in the evolution of the field, the term medical informatics has been applied to the various sub-di ... Full text Cite

Federated queries for comparative effectiveness research: performance analysis.

Book section · 2012 This paper presents a study of the performance of federated queries implemented in a system that simulates the architecture proposed for the Scalable Architecture for Federated Translational Inquiries Network (SAFTINet). Performance tests were conducted us ... Link to item Cite

Parallel genetic algorithms for crystal structure prediction: Successes and failures in predicting bicalutamide polymorphs

Book section · January 1, 2009 This paper describes the application of our distributed computing framework for crystal structure prediction, Modified Genetic Algorithms for Crystal and Cluster Prediction (MGAC), to predict the crystal structure of the two known polymorphs of bicalutamid ... Full text Cite

Solid-State Effects on NMR Chemical Shifts

Book section · September 10, 2007 This review presents first a qualitative description of the changes observed in the measured chemical shifts in solid state when compared with those obtained in solution. This qualitative description of the intermolecular interactions that affect the chemi ... Full text Cite

Advances in Theoretical and Physical Aspects of Spin-Spin Coupling Constants

Book section · January 1, 2003 In this work a selection of papers dealing with NMR indirect spin-spin coupling constants published between 1999 and May 2003 are reviewed. Care is taken to avoid overlap between this work and several important review articles published during this period. ... Full text Cite

Advances in Theoretical and Physical Aspects of Spin-Spin Coupling Constants

Book section · January 1, 1993 This chapter discusses advances in the theoretical and physical aspects of spin–spin coupling constants. From both theoretical and experimental points of view, the analysis of high-resolution NMR parameters is an important problem, and its significance for ... Full text Cite