Phenotype Classification of Intact Cells by NMR Spectroscopy through Machine Learning Approaches

C Carlo Mengucci (Department of Agri-Food Science and Technology, University of Bologna, Piazza Goidanich 60, Cesena 47521, Italy) C Claudia Dell'Amico (Department of Biology, University of Pisa, via Luca Ghini 13, Pisa 56126, Italy) S Simona Del Giudice (Magnetic Resonance Center − CERM, University of Florence, via Luigi Sacconi 6, Sesto Fiorentino 50019, Italy) L Letizia Barbieri (Interuniversity Consortium for Magnetic Resonance of Metalloproteins − CIRMMP, via Luigi Sacconi 6, Sesto Fiorentino 50019, Italy) A Alice Mariottini (Department of Neurosciences, Psychology, Drug Research and Child Health, University of Florence, viale Pieraccini 6, Florence 50139, Italy) M Marco Onorati (Department of Biology, University of Pisa, via Luca Ghini 13, Pisa 56126, Italy) L Luca Massacesi (Department of Neurosciences, Psychology, Drug Research and Child Health, University of Florence, viale Pieraccini 6, Florence 50139, Italy) E Enrico Luchinat (Magnetic Resonance Center − CERM, University of Florence, via Luigi Sacconi 6, Sesto Fiorentino 50019, Italy) L Lucia Banci

Article Details

Volume / Issue Vol. 148, Issue 17
Published May 06, 2026
Pages 17920-17930
ISSN 0002-7863
Publisher American Chemical Society

Journal Info

Journal of the American Chemical Society

American Chemical Society

ISSN: 0002-7863 Physical Sciences

Authors (9)

C

Carlo Mengucci

Department of Agri-Food Science and Technology, University of Bologna, Piazza Goidanich 60, Cesena 47521, Italy

C

Claudia Dell'Amico

Department of Biology, University of Pisa, via Luca Ghini 13, Pisa 56126, Italy

S

Simona Del Giudice

Magnetic Resonance Center − CERM, University of Florence, via Luigi Sacconi 6, Sesto Fiorentino 50019, Italy

L

Letizia Barbieri

Interuniversity Consortium for Magnetic Resonance of Metalloproteins − CIRMMP, via Luigi Sacconi 6, Sesto Fiorentino 50019, Italy

A

Alice Mariottini

Department of Neurosciences, Psychology, Drug Research and Child Health, University of Florence, viale Pieraccini 6, Florence 50139, Italy

M

Marco Onorati

Department of Biology, University of Pisa, via Luca Ghini 13, Pisa 56126, Italy

L

Luca Massacesi

Department of Neurosciences, Psychology, Drug Research and Child Health, University of Florence, viale Pieraccini 6, Florence 50139, Italy

E

Enrico Luchinat

Magnetic Resonance Center − CERM, University of Florence, via Luigi Sacconi 6, Sesto Fiorentino 50019, Italy

L

Lucia Banci