Guilherme Del Fiol at University of Utah - Research Interests, Publications & Academic Profile

Guilherme Del Fiol

Professor and Vice-Chair for Research

University of Utah

United States

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Research Interests

Health Communication

100%

Epidemiology

60%

Clinical Application

50%

Public Health

30%

Evidence-based Medicine

30%

Digital Health

30%

Medical Science

30%

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Articles18

Genetically guided precision medicine clinical decision support tools: a systematic review

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Year:

2024

The Business Process Management for Healthcare (BPM+ Health) Consortium: motivation, methodology, and deliverables for enabling clinical knowledge interoperability (CKI)

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Year:

2024

Impact of Hyperparameter Optimization to Enhance Machine Learning Performance: A Case Study on Breast Cancer Recurrence Prediction

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Year:

2024

Precision public health in the era of genomics and big data

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Year:

2024

Clinician perspectives on how situational context and augmented intelligence design features impact perceived usefulness of sepsis prediction scores embedded within a simulated electronic health record

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Year:

2024

SCALE-UP II: protocol for a pragmatic randomised trial examining population health management interventions to increase the uptake of at-home COVID-19 testing in community health centres

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Year:

2024

Leveraging Natural Language Processing to Extract Features of Colorectal Polyps From Pathology Reports for Epidemiologic Study

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Year:

2023

Implementing Machine Learning in the Electronic Health Record: Checklist of Essential Considerations

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Year:

2023

Machine Learning Algorithms to Predict Breast Cancer Recurrence Using Structured and Unstructured Sources from Electronic Health Records

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Year:

2023

Implementation of Lung Cancer Screening in Primary Care and Pulmonary Clinics: Pragmatic Clinical Trial of Electronic Health Record-Integrated Everyday Shared Decision Making Tool and Clinician-Facing Prompts.

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Year:

2023

Increasing the reach of evidence-based interventions for weight management and diabetes prevention among Medicaid patients: study protocol for a pilot Sequential Multiple Assignment Randomised Trial

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Year:

2023

Information displays for automated surveillance algorithms of in-hospital patient deterioration: a scoping review

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Year:

2023

Implementing lung cancer screening in primary care: needs assessment and implementation strategy design.

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Year:

2022

Shared Decision-Making for Drug-Drug Interactions: Formative Evaluation of an Anticoagulant Drug Interaction

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Year:

2022

Correction: Identifying Patients Who Meet Criteria for Genetic Testing of Hereditary Cancers Based on Structured and Unstructured Family Health History Data in the Electronic Health Record: Natural Language Processing Approach

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Year:

2022

Identifying Patients Who Meet Criteria for Genetic Testing of Hereditary Cancers Based on Structured and Unstructured Family Health History Data in the Electronic Health Record: Natural Language Processing Approach

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Year:

2022

The potential for leveraging machine learning to filter medication alerts

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Year:

2022

BeatPain Utah: study protocol for a pragmatic randomised trial examining telehealth strategies to provide non-pharmacologic pain care for persons with chronic low back pain receiving care in federally qualified health centers

Article Link

Year:

2022

Collaborators13

Kensaku Kawamoto

University of Utah

UNITED STATES

Martín López-Nores

Universidade de Vigo

SPAIN

Charlene R Weir

University of Utah

UNITED STATES

Simon Lin

Chief Research Officer

AUSTRIA

Jose J. Pazos-Arias

Professor

Universidade de Vigo

SPAIN

Tanner Caverly

University of Michigan

UNITED STATES

Julie Fritz

University of Utah

UNITED STATES

Mei Liu

Associate Professor

University of Florida

UNITED STATES

Polina Kukhareva

Assistant Professor

University of Utah

UNITED STATES

Kimberly A. Kaphingst

University of Utah

UNITED STATES

Chelsey Schlechter

Assistant Professor

University of Utah

UNITED STATES

Joseph Finkelstein

Professor

Icahn School of Medicine at Mount Sinai

UNITED STATES

Jorie Michaela Butler

Associate Professor

University of Utah

UNITED STATES

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