| Elective surgery cancellations due to the COVID-19 pandemic: global predictive modelling to inform surgical recovery plans Journal of British Surgery 107 (11), 1440-1449, 2020 | 1562 | 2020 |
| Particle swarm optimization (PSO). A tutorial F Marini, B Walczak Chemometrics and Intelligent Laboratory Systems 149, 153-165, 2015 | 1541 | 2015 |
| New data preprocessing trends based on ensemble of multiple preprocessing techniques P Mishra, A Biancolillo, JM Roger, F Marini, DN Rutledge TrAC Trends in Analytical Chemistry 132, 116045, 2020 | 345 | 2020 |
| Validation of chemometric models–a tutorial F Westad, F Marini Analytica Chimica Acta 893, 14-24, 2015 | 333 | 2015 |
| Biomarkers for physical frailty and sarcopenia: state of the science and future developments R Calvani, F Marini, M Cesari, M Tosato, SD Anker, S von Haehling, ... Journal of cachexia, sarcopenia and muscle 6 (4), 278-286, 2015 | 290 | 2015 |
| Data-fusion for multiplatform characterization of an Italian craft beer aimed at its authentication A Biancolillo, R Bucci, AL Magrì, AD Magrì, F Marini Analytica chimica acta 820, 23-31, 2014 | 258 | 2014 |
| Artificial neural networks in foodstuff analyses: Trends and perspectives A review F Marini Analytica Chimica Acta 635 (2), 121-131, 2009 | 235 | 2009 |
| Artificial neural networks in chemometrics: History, examples and perspectives F Marini, R Bucci, AL Magrì, AD Magrì Microchemical journal 88 (2), 178-185, 2008 | 232 | 2008 |
| Chemometric methods for spectroscopy-based pharmaceutical analysis A Biancolillo, F Marini Frontiers in chemistry 6, 576, 2018 | 218 | 2018 |
| Verification of authenticity and fraud detection in South African honey using NIR spectroscopy A Guelpa, F Marini, A du Plessis, R Slabbert, M Manley Food Control 73, 1388-1396, 2017 | 195 | 2017 |
| Chemometrics in analytical chemistry—part I: history, experimental design and data analysis tools RG Brereton, J Jansen, J Lopes, F Marini, A Pomerantsev, O Rodionova, ... Analytical and Bioanalytical Chemistry 409, 5891-5899, 2017 | 169 | 2017 |
| Chemometrics in analytical chemistry—part II: modeling, validation, and applications RG Brereton, J Jansen, J Lopes, F Marini, A Pomerantsev, O Rodionova, ... Analytical and bioanalytical chemistry 410, 6691-6704, 2018 | 162 | 2018 |
| Gut metabolomics profiling of non-small cell lung cancer (NSCLC) patients under immunotherapy treatment A Botticelli, P Vernocchi, F Marini, A Quagliariello, B Cerbelli, S Reddel, ... Journal of translational medicine 18, 1-10, 2020 | 159 | 2020 |
| Chemical authentication of extra virgin olive oil varieties by supervised chemometric procedures R Bucci, AD Magrí, AL Magrí, D Marini, F Marini Journal of agricultural and food chemistry 50 (3), 413-418, 2002 | 157 | 2002 |
| Near infrared (NIR) spectroscopy-based classification for the authentication of Darjeeling black tea P Firmani, S De Luca, R Bucci, F Marini, A Biancolillo Food Control 100, 292-299, 2019 | 145 | 2019 |
| Gut microbial, inflammatory and metabolic signatures in older people with physical frailty and sarcopenia: results from the BIOSPHERE study A Picca, FR Ponziani, R Calvani, F Marini, A Biancolillo, HJ Coelho-Júnior, ... Nutrients 12 (1), 65, 2019 | 143 | 2019 |
| Chemometric methods for classification and feature selection M Cocchi, A Biancolillo, F Marini Comprehensive analytical chemistry 82, 265-299, 2018 | 139 | 2018 |
| Classification of oat and groat kernels using NIR hyperspectral imaging S Serranti, D Cesare, F Marini, G Bonifazi Talanta 103, 276-284, 2013 | 136 | 2013 |
| Recent trends in multi-block data analysis in chemometrics for multi-source data integration P Mishra, JM Roger, D Jouan-Rimbaud-Bouveresse, A Biancolillo, ... TrAC Trends in Analytical Chemistry 137, 116206, 2021 | 134 | 2021 |
| A rapid and non-invasive method for authenticating the origin of pistachio samples by NIR spectroscopy and chemometrics R Vitale, M Bevilacqua, R Bucci, AD Magrì, AL Magrì, F Marini Chemometrics and Intelligent Laboratory Systems 121, 90-99, 2013 | 132 | 2013 |