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Bruno Pereira Nunes

University of Illinois Urbana-Champaign

40H-index
199Paper Count
1.4WCitation Count
Published Papers 41
Publication Date
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Predicting negative self-rated oral health in adults using machine learning: A longitudinal study in Southern Brazil
errJournal of Dentistry
IF5.5
err2025-10-09
err0
errOAAI
errCinthia Fonseca Araujo; Felipe Mendes Delpino; Lílian Munhoz Figueiredo; Alexandre Dias Porto Chiavegatto Filho; Bruno Pereira Nunes; Helena Silveira Schuch; Flavio Fernando Demarco
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Dental services use prediction among adults in Southern Brazil: A gender and racial fairness-oriented machine learning approach
errJournal of Dentistry
IF5.5
err2025-06-21
err0
errOAAI
errLuiz Alexandre Chisini; Cínthia Fonseca Araújo; Felipe Mendes Delpino; Lílian Munhoz Figueiredo; Alexandre Dias Porto Chiavegatto Filho; Helena Silveira Schuch; Bruno Pereira Nunes; Flávio Fernando Demarco
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Relationship between long covid and functional disability in adults and the seniors in the south of Brazil
errBMC PUBLIC HEALTH
IF3.6
err2025-04-19
err0
errOAAI
errVieira, Yohana Pereira; da Silva, Luan Nascimento; Nunes, Bruno Pereira; Gonzalez, Tatiane Nogueira; Duro, Suele Manjourany Silva; Saes, Mirelle de Oliveira
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Dose-response effect between the number of long COVID symptoms and the use of different health services
errSCIENTIFIC REPORTS
IF3.9
err2025-04-16
err0
errOAAI
errVieira, Yohana Pereira; Rocha, Juliana Quadros Santos; Viero, Vanise dos Santos Ferreira; Nunes, Bruno Pereira; Facchini, Luiz Augusto; Duro, Suele Manjourany Silva; Neves, Rosalia Garcia; Saes, Mirelle de Oliveira
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Predicting all-cause mortality with machine learning among Brazilians aged 50 and over: results from The Brazilian Longitudinal Study of Ageing (ELSI-Brazil)
errNPJ AGING
IF6
err2025-03-28
err0
errOAAI
errDelpino, Felipe Mendes; Chiavegatto Filho, Alexandre Dias Porto; Torres, Juliana Lustosa; de Andrade, Fabiola Bof; Lima-Costa, Maria Fernanda; Nunes, Bruno Pereira
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Trajectory of Multiple Chronic Conditions and Associated Factors Among Noninstitutionalized Adults Aged 60 Years or Older in Southern Brazil
errPREVENTING CHRONIC DISEASE
IF3.9
err2024-11-21
err0
errOAAI
errTeixeira, Samara Christ; Flores, Thayna Ramos; Xavier, Mariana Otero; Nunes, Bruno Pereira; Tomasi, Elaine; Bertoldi, Andrea Damaso; Demarco, Flavio Fernando; Gonzalez, Maria Cristina; Bielemann, Renata Moraes
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Distribution of the Culex pipiens mosquito in mainland Portugal: a geospatial modelling study
errEUROPEAN JOURNAL OF PUBLIC HEALTH
IF3.9
err2024-10-28
err0
errOAAI
errMartinho, J.; Osorio, H.; Amaro, F.; Silva, M.; Ze-Ze, L.; Alves, M. J.; Nunes, B.; Soares, P.
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Physical activity volume, frequency, and intensity: Associations with and over 21 in Australian women
errJOURNAL OF SPORT AND HEALTH SCIENCE
IF10.3
err2024-09-01
err0
errOAAI
errMielke, Gregore I.; Ding, Ding; Keating, Shelley E.; Nunes, Bruno P.; Brady, Ruth; Brown, Wendy J.
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Does machine learning have a high performance to predict obesity among adults and older adults? A systematic review and meta-analysis
errNUTRITION METABOLISM AND CARDIOVASCULAR DISEASES
IF3.7
err2024-09-01
err1
PREAI
errDelpino, Felipe Mendes; Costa, Andria Krolow; do Nascimento, Murilo Cesar; Moura, Heriederson Savio Dias; dos Santos, Hellen Geremias; Wichmann, Roberta Moreira; Chiavegatto Filho, Alexandre Dias Porto; Arcencio, Ricardo Alexandre; Nunes, Bruno Pereira
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Mapping multimorbidity progression among 190 diseases
errCOMMUNICATIONS MEDICINE
IF6.3
err2024-07-11
err0
errOAAI
errHan, Shasha; Li, Sairan; Yang, Yunhaonan; Liu, Lihong; Ma, Libing; Leng, Zhiwei; Mair, Frances S.; Butler, Christopher R.; Nunes, Bruno Pereira; Miranda, J. Jaime; Yang, Weizhong; Shao, Ruitai; Wang, Chen
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Regular source of primary care and health services utilisation among Brazilian elderly with mental-physical multimorbidity
errBMC GERIATRICS
IF3.8
err2024-05-15
err0
errOAAI
errBatista, Sandro Rogerio Rodrigues; Sousa, Ana Luiza Lima; Nunes, Bruno Pereira; Rodrigues, Rodolfo Rego Deusdara; Jardim, Paulo Cesar Brandao Veiga
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Multimorbidity and complex multimorbidity in Brazilians with severe obesity
errSCIENTIFIC REPORTS
IF3.9
err2023-10-03
err0
errOAAI
errRodrigues, Ana Paula dos Santos; Batista, Sandro Rogerio Rodrigues; Santos, Annelisa Silva e Alves; Canheta, Andrea Batista de Sousa; Nunes, Bruno Pereira; Rezende, Andrea Toledo de Oliveira; de Oliveira, Cesar; Silveira, Erika Aparecida
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Associations of hospitalisation - admission, readmission and length to stay - with multimorbidity patterns by age and sex in adults and older adults: the ELSI-Brazil study
errBMC GERIATRICS
IF3.8
err2023-08-21
err1
errOAAI
errRodrigues, Luciana Pereira; Franca, Diego Galdino; Vissoci, Joao Ricardo Nickenig; Caruzzo, Nayara Malheiros; Batista, Sandro Rodrigues; de Oliveira, Cesar; Nunes, Bruno Pereira; Silveira, Erika Aparecida
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Childhood health and educational disadvantage are associated with adult multimorbidity in the global south: findings from a cross-sectional analysis of nationally representative surveys in India and Brazil
errJOURNAL OF EPIDEMIOLOGY AND COMMUNITY HEALTH
IF3.7
err2023-08-04
err4
errOAAI
errPati, Sanghamitra; Sinha, Abhinav; Verma, Priyanka; Kshatri, Jayasingh; Kanungo, Srikanta; Sahoo, Krushna Chandra; Mahapatra, Pranab; Pati, Sandipana; Delpino, Felipe Mendes; Krolow, Andria; Teixeira, Doralice Severo da Cruz; Batista, Sandro; Nunes, Bruno P.; Weller, David; Mercer, Stewart W.
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errSave
Overweight, obesity and risk of multimorbidity: A systematic review and meta-analysis of longitudinal studies
errOBESITY REVIEWS
IF7.4
err2023-03-16
err26
PREAI
errDelpino, Felipe Mendes; Rodrigues, Ana Paula dos Santos; Petarli, Glenda Blaser; Machado, Karla Pereira; Flores, Thayna Ramos; Batista, Sandro Rodrigues; Nunes, Bruno Pereira
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Intake of ultra-processed foods and sleep-related outcomes: A systematic review and meta-analysis
errNUTRITION
IF3
err2023-02-01
err22
PREAI
errDelpino, Felipe Mendes; Figueiredo, Lilian Munhoz; Flores, Thayna Ramos; Silveira, Erika Aparecida; dos Santos, Francine Silva; Werneck, Andre Oliveira; da Costa Louzada, Maria Laura; Arcencio, Ricardo Alexandre; Nunes, Bruno Pereira
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Multimorbidity
errNATURE REVIEWS DISEASE PRIMERS
IF60.6
err2022-07-14
err375
errOAAI
errSkou, Soren T.; Mair, Frances S.; Fortin, Martin; Guthrie, Bruce; Nunes, Bruno P.; Miranda, J. Jaime; Boyd, Cynthia M.; Pati, Sanghamitra; Mtenga, Sally; Smith, Susan M.
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Multimorbidity patterns and hospitalisation occurrence in adults and older adults aged 50 years or over
errSCIENTIFIC REPORTS
IF3.9
err2022-07-08
err10
errOAAI
errRodrigues, Luciana Pereira; Vissoci, Joao Ricardo Nickenig; Franca, Diego Galdino; Caruzzo, Nayara Malheiros; Batista, Sandro Rogerio Rodrigues; de Oliveira, Cesar; Nunes, Bruno Pereira; Silveira, Erika Aparecida
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errSave
Machine learning for predicting chronic diseases: a systematic review
errPUBLIC HEALTH
IF3.2
err2022-04-01
err34
PREAI
errDelpino, F. M.; Costa, A. K.; Farias, S. R.; Chiavegatto Filho, A. D. P.; Arcencio, R. A.; Nunes, B. P.
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Multimorbidity and simultaneity of health risk factors, from adolescence to early adulthood: 1993 Pelotas Birth Cohort
errPREVENTIVE MEDICINE
IF3.2
err2022-02-01
err5
PREAI
errCrespo, Pedro Augusto; Nunes, Bruno Pereira; Barros, Fernando C.; Goncalves, Helen; Menezes, Ana M. B.; Wehrmeister, Fernando C.
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Research Directions

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