Privacy-preserving synthetic data from a national CIDP registry: validation against real-world evidence

Alessio Signori, Erika Schirinzi, Fiore Manganelli, Dario Cocito, Yuri Matteo Falzone, Chiara Briani, Anna Mazzeo, Angelo Schenone, Vincenzo Di Stefano, Giuseppe Cosentino, Girolama Alessandra Marfia, Luana Benedetti, Marinella Carpo, Massimiliano Filosto, Luca Leonardi, Marco Luigetti, Sabrina Matà, Giuseppe Piscosquito, Tiziana Rosso, Marta Lucchetta, Gabriele Siciliano, Giuseppe Lauria Pinter, Maurizio Inghilleri, Teresa Anna Cantisani, Francesca Notturno, Dario Ricciardi, Francesco Habetswallner, Elisa Vegezzi, Federica Ginanneschi, Antonio Todisco, Roberta Brusa, Stefano Sotgiu, Paolo Solla, Alberto De Lorenzo, Claudia Lozi, Alessandro Salvalaggio, Adele Ratti, Luca Gentile, Giorgia Mataluni, Filippo Brighina, Barbara Risi, Loris Poli, Francesca Forcina, Francesca Vitali, Federica Moret, Fabrizio Canale, Emanuele Cassano, Eleonora Dalla Bella, Stefania Casali, Vincenzo Di Lazzaro, Alessandro Cesare Prelle, Alessandra Carta, Filippo De Mattei, Giuseppe De Biasi, Eduardo Nobile-Orazio, Pietro Emiliano Doneddu

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DOI: 10.3389/fneur.2026.1839538
Published: 2026-10-13
Container: Frontiers in Neurology
Publisher: Frontiers Media SA
Open access: unknown

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Cite this work

BibTeX

@article{allodium:10.3389/fneur.2026.1839538,
  title = {Privacy-preserving synthetic data from a national CIDP registry: validation against real-world evidence},
  author = {Alessio Signori and Erika Schirinzi and Fiore Manganelli and Dario Cocito and Yuri Matteo Falzone and Chiara Briani and Anna Mazzeo and Angelo Schenone and Vincenzo Di Stefano and Giuseppe Cosentino and Girolama Alessandra Marfia and Luana Benedetti and Marinella Carpo and Massimiliano Filosto and Luca Leonardi and Marco Luigetti and Sabrina Matà and Giuseppe Piscosquito and Tiziana Rosso and Marta Lucchetta and Gabriele Siciliano and Giuseppe Lauria Pinter and Maurizio Inghilleri and Teresa Anna Cantisani and Francesca Notturno and Dario Ricciardi and Francesco Habetswallner and Elisa Vegezzi and Federica Ginanneschi and Antonio Todisco and Roberta Brusa and Stefano Sotgiu and Paolo Solla and Alberto De Lorenzo and Claudia Lozi and Alessandro Salvalaggio and Adele Ratti and Luca Gentile and Giorgia Mataluni and Filippo Brighina and Barbara Risi and Loris Poli and Francesca Forcina and Francesca Vitali and Federica Moret and Fabrizio Canale and Emanuele Cassano and Eleonora Dalla Bella and Stefania Casali and Vincenzo Di Lazzaro and Alessandro Cesare Prelle and Alessandra Carta and Filippo De Mattei and Giuseppe De Biasi and Eduardo Nobile-Orazio and Pietro Emiliano Doneddu},
  year = {2026},
  journal = {Frontiers in Neurology},
  doi = {10.3389/fneur.2026.1839538},
  url = {https://doi.org/10.3389/fneur.2026.1839538}
}

RIS

TY  - JOUR
TI  - Privacy-preserving synthetic data from a national CIDP registry: validation against real-world evidence
AU  - Alessio Signori
AU  - Erika Schirinzi
AU  - Fiore Manganelli
AU  - Dario Cocito
AU  - Yuri Matteo Falzone
AU  - Chiara Briani
AU  - Anna Mazzeo
AU  - Angelo Schenone
AU  - Vincenzo Di Stefano
AU  - Giuseppe Cosentino
AU  - Girolama Alessandra Marfia
AU  - Luana Benedetti
AU  - Marinella Carpo
AU  - Massimiliano Filosto
AU  - Luca Leonardi
AU  - Marco Luigetti
AU  - Sabrina Matà
AU  - Giuseppe Piscosquito
AU  - Tiziana Rosso
AU  - Marta Lucchetta
AU  - Gabriele Siciliano
AU  - Giuseppe Lauria Pinter
AU  - Maurizio Inghilleri
AU  - Teresa Anna Cantisani
AU  - Francesca Notturno
AU  - Dario Ricciardi
AU  - Francesco Habetswallner
AU  - Elisa Vegezzi
AU  - Federica Ginanneschi
AU  - Antonio Todisco
AU  - Roberta Brusa
AU  - Stefano Sotgiu
AU  - Paolo Solla
AU  - Alberto De Lorenzo
AU  - Claudia Lozi
AU  - Alessandro Salvalaggio
AU  - Adele Ratti
AU  - Luca Gentile
AU  - Giorgia Mataluni
AU  - Filippo Brighina
AU  - Barbara Risi
AU  - Loris Poli
AU  - Francesca Forcina
AU  - Francesca Vitali
AU  - Federica Moret
AU  - Fabrizio Canale
AU  - Emanuele Cassano
AU  - Eleonora Dalla Bella
AU  - Stefania Casali
AU  - Vincenzo Di Lazzaro
AU  - Alessandro Cesare Prelle
AU  - Alessandra Carta
AU  - Filippo De Mattei
AU  - Giuseppe De Biasi
AU  - Eduardo Nobile-Orazio
AU  - Pietro Emiliano Doneddu
PY  - 2026
JO  - Frontiers in Neurology
DO  - 10.3389/fneur.2026.1839538
UR  - https://doi.org/10.3389/fneur.2026.1839538
ER  -

APA

Signori, A., Schirinzi, E., Manganelli, F., Cocito, D., Falzone, Y. M., Briani, C., Mazzeo, A., Schenone, A., Stefano, V. D., Cosentino, G., Marfia, G. A., Benedetti, L., Carpo, M., Filosto, M., Leonardi, L., Luigetti, M., Matà, S., Piscosquito, G., Rosso, T., Lucchetta, M., Siciliano, G., Pinter, G. L., Inghilleri, M., Cantisani, T. A., Notturno, F., Ricciardi, D., Habetswallner, F., Vegezzi, E., Ginanneschi, F., Todisco, A., Brusa, R., Sotgiu, S., Solla, P., Lorenzo, A. D., Lozi, C., Salvalaggio, A., Ratti, A., Gentile, L., Mataluni, G., Brighina, F., Risi, B., Poli, L., Forcina, F., Vitali, F., Moret, F., Canale, F., Cassano, E., Bella, E. D., Casali, S., Lazzaro, V. D., Prelle, A. C., Carta, A., Mattei, F. D., Biasi, G. D., Nobile-Orazio, E., & Doneddu, P. E. (2026). Privacy-preserving synthetic data from a national CIDP registry: validation against real-world evidence. Frontiers in Neurology. https://doi.org/10.3389/fneur.2026.1839538

Source records

crossref · retrieved 2026-11-10T13:03:43.052Z