プロフィール詳細

プロジェクトを作成

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Dr. Rodrigo S.に依頼

Brazil

Health & Education Data Scientist | PhD | Specialist in Complex Phenomena | SPSS & Orange Data Mining Expert

プロフィール概要

Holds a degree in Physical Education (Licentiate and Bachelor) from the University of Mogi das Cruzes. Earned a Master’s and PhD in Sciences from the University of São Paulo (EACH-USP and EEFE-USP). My main research lines focus on identifying biopsychosocial factors that influence adherence to physical exercise through Machine Learning. My academic work primarily involves the application of Machine Learning models, conducting systematic reviews, and data analysis.

専門分野

• ★ Data Analysis
• ★ Machine Learning
• ★ Sports Psychology
• ☆ Personal Training
• ☆ Human Behavior & Psychology
• ☆ Evaluation Methodology
• ☆ Physical Education
• ☆ Educational Innovation
• ☆ Higher Education
• ☆ SPSS
• ☆ Excel
• ☆ Medical Devices
• ☆ Post-Market Surveillance
• ☆ Clinical Trials
• ☆ Clinical Trial Design
• ☆ Clinical Data Management
• ☆ Clinical Trial Site Selection & Monitoring
• ☆ Clinical Trials Data Analysis
• ☆ Human Biology
• ☆ Neurology
• ☆ Clinical Neurophysiology
• ☆ Headache & Migraine
• ☆ Kinesiology & Exercise Science
• ☆ Public Health
• ☆ Epidemiology
• ☆ Pandemic Preparedness
• ☆ Geriatric Medicine
• ☆ Electroneurodiagnostic Technology

サービス

• Writing
• Research
• Consulting
• Data & AI

Writing Clinical Trial Documentation, Technical Writing, General Proofreading & Editing

Research Meta-Research, Systematic Literature Review

Consulting Healthcare Consulting, Scientific and Technical Consulting

Data & AI Predictive Modeling, Statistical Analysis, Data Visualization, Data Mining, Data Insights

職務経験

Graduate Program Professor

Universidade Federal do Pará

1月 2024 - 現在

Researcher

Universidade Federal do Pará

4月 2020 - 現在

Professor in Higher Education

Universidade de Mogi das Cruzes

9月 2024 - 6月 2025

学歴

PhD (Departamento de Pedagogia do Movimento do Corpo Humano (EEFESP))

Universidade de Sao Paulo

10月 2019 - 9月 2024

Master of Sciences (Physical Activity Sciences)

Universidade de São Paulo Escola de Artes Ciências e Humanidades

2月 2017 - 4月 2019

Bachelor of Physical Education (Physical Education)

Universidade de Mogi das Cruzes

2月 2015 - 12月 2015

Degree in Physical Education (Educação Física - Licenciatura)

Universidade de Mogi das Cruzes

2月 2013 - 12月 2015

認定資格

• Doctorate Degree Certificate

  Universidade de São Paulo

  https://1drv.ms/b/c/2344b8ae35722c95/EVK8Z06ethpDo8srxUTWhy0B14slDQLwLowT_yXQKOAm_A?e=GRl4iQ

  9月 2024 - 現在

出版物

DATA MANAGEMENT PLAN

Daniel Gustavo Goroso. (2025). "Compreendendo a disfunção autonômica pós-COVID-19 e prevendo seus riscos por meio de Machine Learning: Uma abordagem com revisão sistemática e estudos observacionais de caráter transversal e longitudinal" [Data Management Plan]. DMP Tool. https://doi.org/10.48321/D1916FB8A2 .

Daniel Gustavo Goroso, Rodrigo Silveira da Silva. (2025). "Compreendendo a disfunção autonômica pós-COVID-19 e prevendo seus riscos por meio de Machine Learning: Uma abordagem com revisão sistemática e estudos observacionais de caráter transversal e longitudinal." [Data Management Plan]. DMP Tool. https://doi.org/10.48321/D14835B216 .

JOURNAL ARTICLE

Rodrigo Silveira, Liniker Garcia, Ricardo Yukio Asano, Anthony C. Hackney, Monica Y. Takito, Marcus W. Kilpatrick, Raul Cosme Ramos Prado (2023). Psychophysiological Responses to Self-Selected Exercise Intensity Over the Menstrual Cycle: A Randomized Crossover Phase Trial . Research Quarterly for Exercise and Sport.

Rodrigo Silveira, Dalberto Lucianelli Junior, Adenilson Leão Pereira, Ozélia Sousa Santos, Maria do Carmo Faria Paes, Yuji Magalhães Ikuta, Fernanda Nogueira Valentin (2023). Sociobehavioral, Biological, and Health Characteristics of Riverside People in the Xingu Region, Pará, Brazil . International Journal of Environmental Research and Public Health.

Rodrigo Silveira, Dalberto Lucianelli Junior, Adenilson Leão Pereira, Ozélia Sousa Santos, Maria do Carmo Faria Paes, Yuji Magalhães Ikuta, Fernanda Nogueira Valentin (2023). Sociobehavioral, Biological, and Health Characteristics of Riverside People in the Xingu Region, Pará, Brazil . International Journal of Environmental Research and Public Health.

Post-exercise energy intake: do the intensity and mode of exercise matter? A systematic review and meta-analysis comparing high-intensity interval with moderate-intensity continuous protocols @article{2021, doi = {10.1038/s41430-021-01026-w}, url = {https://doi.org/10.1038%2Fs41430-021-01026-w}, year = 2021, month = {oct}, publisher = {Springer Science and Business Media {LLC}}, author = {Priscila Almeida Queiroz Rossi and Val{\'{e}}ria Leme Gon{\c{c}}alves Panissa and Rodrigo Silveira and Monica Yuri Takito and Fernanda Santos Lima and Fabr{\'{\i}}cio Eduardo Rossi and Emerson Franchini}, title = {Post-exercise energy intake: do the intensity and mode of exercise matter? A systematic review and meta-analysis comparing high-intensity interval with moderate-intensity continuous protocols}} . European Journal of Clinical Nutrition.

Rodrigo Silveira, Raul Cosme Ramos Prado, Ricardo Yukio Asano (2021). SARS‐CoV‐2 (COVID‐19) pandemic and a possible impact in the future of menstrual cycle research . Health Science Reports.

Irene Parada, Vera Sacristán, Rodrigo I. Silveira(2021). A new meta-module design for efficient reconfiguration of modular robots . Autonomous Robots. Springer Science and Business Media {LLC}

Rodrigo Silveira, Raul Cosme Ramos Prado, Monica Yuri Takito, Ricardo Yukio Asano (2021). Re: Challenges and future directions in menstrual cycle research . Paediatric and Perinatal Epidemiology.

Rodrigo Silveira, Raul Cosme Ramos Prado, Raul Canestri, Hélio José Coelho-Junior, Paulo Estêvão Franco-Alvarenga, Cayque Brietzke, Tony Meireles Santos, Flávio Oliveira Pires, Ricardo Yukio Asano(2019). Exercício com intensidade autosselecionada para idosos: implicações do afeto em aulas comunitárias . Revista Brasileira de Atividade Física & Saúde. 24. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 1--7. Brazilian Society of Physical Activity and Health

(2019). Prefrontal cortex asymmetry and psychological responses to exercise: A systematic review . Physiology & Behavior.

Rodrigo Silveira, Cayque Brietzke, Paulo Estevão Franco-Alvarenga, Hélio José Coelho-Júnior, Ricardo Yukio Asano, Flávio Oliveira Pires(2019). Correction to: Effects of Carbohydrate Mouth Rinse on Cycling Time Trial Performance: A Systematic Review and Meta-Analysis . Sports Medicine. 49. (4). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 645--645. Springer Science and Business Media {LLC}

Rodrigo Silveira, Cayque Brietzke, Paulo Estevão Franco-Alvarenga, Hélio José Coelho-Júnior, Ricardo Yukio Asano, Flávio Oliveira Pires(2019). Effects of Carbohydrate Mouth Rinse on Cycling Time Trial Performance: A Systematic Review and Meta-Analysis . Sports Medicine. 49. (1). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 57--66. Springer Science and Business Media {LLC}

Rodrigo Silveira, Raphael Miranda Ramos, Hélio José Coelho-Júnior, Ricardo Yukio Asano, Raul Cosme Ramos Prado, Christiano Bertoldo Urtado, Leonardo Coelho Rabello de Lima, Samuel da Silva Aguiar, Jonato Prestes, Alexandre Igor Araripe Medeiros, et al.(2019). Impact of Moderate Aerobic Training on Physical Capacities of Hypertensive Obese Elderly . Gerontology and Geriatric Medicine. 5. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 233372141985969. {SAGE} Publications

Raphael Miranda Ramos, Hélio José Coelho-Júnior, Raul Cosme Ramos do Prado, Rodrigo Silveira da Silva, Ricardo Yukio Asano, Jonato Prestes, Alexandre Igor Araripe Medeiros, Bruno Rodrigues, Claudio de Oliveira Assumpção(2018). Moderate Aerobic Training Decreases Blood Pressure but No Other Cardiovascular Risk Factors in Hypertensive Overweight/Obese Elderly Patients . Gerontology and Geriatric Medicine. 4. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 233372141880864. {SAGE} Publications

(2018). Nitric oxide and physical exercise: modulations in physiological systems during elderly . Manual Therapy, Posturology & Rehabilitation Journal.

PREPRINT

Rodrigo Silveira, Dalberto Lucianelli-Junior, Adenilson Leão Pereira, Ozélia Sousa Santos, Maria do Carmo Faria Paes, Yuji Magalhães Ikuta, Fernanda Nogueira Valentin (2023). Sociobehavioral, Biological and Health Characteristics of Riverside People in the Xingu Region, Pará, Brazil .