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Peer-reviewedCC BYDiagnostics (Basel, Switzerland)

Hidden Signals in Serum Protein Electrophoresis: Artificial Intelligence from Laboratory Pattern Recognition to Clinical Validation

  • Tiziana Biagioli1
  • Luisa Lanzilao1
  • Francesca Romano1
  • Sara Ciullini Mannurita1
  • Valentina Becherucci2
  • Enza Aiello3
  • Alessandra Fanelli1
  • Alessandra Celli4
  • Anna Maria Grazia Gelli3
  • Edda Russo3
4 affiliations
  1. 1General Laboratory, , 50134 Florence, Italy; (T.B.); (L.L.); (S.C.M.);
  2. 2Clinical Pathology Laboratory, Santa Maria Annunziata Hospital, 50134 Florence, Italy;
  3. 3Clinical Pathology Laboratory Unit, S. Giuseppe Hospital, Azienda USL Toscana Centro, 50053 Empoli, Italy; (E.A.); (A.M.G.G.)
  4. 4Clinical Pathology Laboratory Unit, San Jacopo Hospital, Azienda USL Toscana Centro, 51100 Pistoia, Italy;
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Cite

BibTeXRIS
BibTeX
@article{biagioli2026hidden,
  title = {{Hidden Signals in Serum Protein Electrophoresis: Artificial Intelligence from Laboratory Pattern Recognition to Clinical Validation}},
  author = {Tiziana Biagioli and Luisa Lanzilao and Francesca Romano and Sara Ciullini Mannurita and Valentina Becherucci and Enza Aiello and Alessandra Fanelli and Alessandra Celli and Anna Maria Grazia Gelli and Edda Russo},
  journal = {Diagnostics (Basel, Switzerland)},
  year = {2026},
  month = oct,
  url = {https://europepmc.org/article/PMC/PMC13703723},
  note = {CC BY},
}
RIS
TY  - JOUR
TI  - Hidden Signals in Serum Protein Electrophoresis: Artificial Intelligence from Laboratory Pattern Recognition to Clinical Validation
AU  - Tiziana Biagioli
AU  - Luisa Lanzilao
AU  - Francesca Romano
AU  - Sara Ciullini Mannurita
AU  - Valentina Becherucci
AU  - Enza Aiello
AU  - Alessandra Fanelli
AU  - Alessandra Celli
AU  - Anna Maria Grazia Gelli
AU  - Edda Russo
PY  - 2026
DA  - 2026/10/01
JO  - Diagnostics (Basel, Switzerland)
UR  - https://europepmc.org/article/PMC/PMC13703723
SN  - 2075-4418
ER  -