BALLABIO DAVIDE

Ruolo: 
Professore associato
Settore scientifico disciplinare: 
CHIMICA ANALITICA (CHIM/01)
Telefono: 
0264482820
Stanza: 

U1, Piano 03, Stanza 3020
Piazza della Scienza, 1 - 20126 MILANO

Biografia

Davide Ballabio graduated in Environmental Sciences in 2002 and since then he has been working in chemometrics, analytical chemistry and Quantitative Structure Activity Relationship (QSAR). He is associate professor at the Mlano Chemometrics and QSAR Research Group (Department of Earth and Environmental Science, University of Milano - Bicocca).

Pubblicazioni

  • Gromek, K., Hawkins, W., Dunn, Z., Gawlik, M., & Ballabio, D. (2022). Evaluation of the predictivity of Acute Oral Toxicity (AOT) structure-activity relationship models. REGULATORY TOXICOLOGY AND PHARMACOLOGY, 129(March 2022) [10.1016/j.yrtph.2021.105109]. Dettaglio
  • Frigerio, J., Marchesi, C., Magoni, C., Saliu, F., Ballabio, D., Consonni, V., et al. (2021). Application of DNA mini-barcoding and infrared spectroscopy for the authentication of the Italian product "Bottarga". LEBENSMITTEL-WISSENSCHAFT + TECHNOLOGIE. Dettaglio
  • Valsecchi, C., Grisoni, F., Consonni, V., Ballabio, D., & Todeschini, R. (2021). Predicting molecular activity on nuclear receptors with deep and machine learning. Intervento presentato a: 19th International Workshop on (Quantitative) Structure-Activity Relationships in Environmental and Health Sciences, Virtuale. Dettaglio
  • Consonni, V., Baccolo, G., Gosetti, F., Todeschini, R., & Ballabio, D. (2021). A MATLAB toolbox for multivariate regression coupled with variable selection. CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS, 213(15 June 2021) [10.1016/j.chemolab.2021.104313]. Dettaglio
  • Valsecchi, C., Baccolo, G., Caserta, M., Barbagallo, M., Gosetti, F., Consonni, V., et al. (2021). Enhanced LC-MS/MS spectra matching through multitask neural networks and molecular fingerprints. Intervento presentato a: XXVII Congresso nazionale della Società Chimica Italiana, Virtuale. Dettaglio