J
Jânio Sousa Santos
Researcher at Ponta Grossa State University
Publications - 48
Citations - 2286
Jânio Sousa Santos is an academic researcher from Ponta Grossa State University. The author has contributed to research in topics: DPPH & Medicine. The author has an hindex of 18, co-authored 34 publications receiving 1473 citations.
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Use of principal component analysis (PCA) and hierarchical cluster analysis (HCA) for multivariate association between bioactive compounds and functional properties in foods: A critical perspective
Daniel Granato,Jânio Sousa Santos,Graziela Bragueto Escher,Bruno Luís Ferreira,Rubén M. Maggio +4 more
TL;DR: Principal component analysis (PCA) and hierarchical cluster analysis (HCA) are criticized as their indiscriminate use to assess the association between bioactive compounds and in vitro functional properties is criticized.
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Trends in Chemometrics: Food Authentication, Microbiology, and Effects of Processing
Daniel Granato,Predrag Putnik,Danijela Bursać Kovačević,Jânio Sousa Santos,Verônica Calado,Ramon S. Rocha,Adriano G. Cruz,Basil Jarvis,Oxana Ye. Rodionova,Alexey L. Pomerantsev +9 more
TL;DR: An extensive practical and pragmatic overview on the use of the main chemometrics tools in food science studies, focusing on the effects of process variables on chemical composition and on the authentication of foods based on chemical markers is provided.
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Chemistry and Biological Activities of Processed Camellia sinensis Teas: A Comprehensive Review.
TL;DR: The progress of tea chemistry and the effects of individual unit operation on components were comprehensively described and the health benefits of tea were also reviewed based on the human epidemiological and clinical studies.
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High-throughput assay comparison and standardization for metal chelating capacity screening: A proposal and application
TL;DR: Overall, both micro assays can be used to assess the ability of plant-based extracts to chelate Fe(2+) and Cu( 2+)in vitro.
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The use of statistical software in food science and technology: Advantages, limitations and misuses.
Cleiton Antônio Nunes,Verônica O. Alvarenga,Anderson S. Sant'Ana,Jânio Sousa Santos,Daniel Granato +4 more
TL;DR: In this paper, some published examples are listed and discussed in detail to provide a holistic insight about the uses and misuses of some statistical methods using different available statistical software.