# PNS 2026 Abstract Metadata (2026-01-02)

Title:
PredictNeuropathy: A machine-learning tool to differentiate hereditary from acquired demyelinating neuropathies

Abstract type:
Research abstract

Abstract category:
Clinical content

Preferred presentation type:
Oral presentation; Poster presentation

Presenting author:
Thales Pardini Fagundes

Corresponding contact:
thalespf@usp.br

Author list (final order):
1) Thales Pardini Fagundes
2) Lucas Gondim Briand Vieira
3) José Pedro Soares Baima
4) Manoella Guerra de Albuquerque Bueno
5) Chiara Gallo
6) Carla Fasano
7) Lucas Grobério Moulim de Moraes
8) Rodrigo Siqueira Soares Frezatti
9) Gustavo Maximiano Alves
10) Raquel Campos Pereira
11) André Cleriston José dos Santos
12) Carolina Lavigne Moreira
13) Claudia Ferreira da Rosa Sobreira
14) Carlos Otto Heise
15) Cleonisio Rodrigues
16) Diogo Fernandes dos Santos
17) Davide Pareyson
18) Pietro Emiliano Doneddu
19) Wilson Marques Júnior
20) Pedro José Tomaselli

Test link:
https://predictneuropathy.tpfbrain.com/

Submission details:
- Conference: PNS 2026 Annual Meeting
- Abstract ID: 10303
- SIG: Charcot-Marie-Tooth & Related Neuropathies Consortium (CMTR) & TTR Related Abstracts
- Biology: N/A
- Clinical: CMT
- Techniques: Bioinformatics/Computational
- Keywords: Charcot-Marie-Tooth; CIDP; Nerve conduction studies; Machine learning; Artificial intelligence
- Travel grant: Applied (letter from Dr. Pedro José Tomaselli)
- Abstract text: kept free of institutional identifiers; URL omitted from the body

Email list:
- thalespf@usp.br
- lucasbriand@gmail.com
- jpedrobaima@gmail.com
- manoellagab@gmail.com
- chiara_gallo@hotmail.it
- carla.fasano@unifi.it
- lucasgromoulimdm3@gmail.com
- frezattirodrigo@hotmail.com
- gustavo.max.alves@gmail.com
- raquelcampos_1@hotmail.com
- andrecleriston@yahoo.com.br
- clavignemoreira@yahoo.com
- csobreira@fmrp.usp.br
- otto.eletroneuromiografia@gmail.com
- cleonisiorodrigues@gmail.com
- diogofsan@yahoo.com.br
- davide.pareyson@istituto-besta.it
- pietro.e.doneddu@gmail.com
- wmjunior@fmrp.usp.br
- pjtomas@fmrp.usp.br

Centers (records):
- HCFMRP_USP: 279
- Humanitas_Milano: 97
- UFU: 26
- USP_SP + HGF: 23
- TOTAL: 425

Affiliations (partial list received; expand as provided):
- Thales Pardini Fagundes; Lucas Gondim Briand Vieira; José Pedro Soares Baima; Manoella Guerra de Albuquerque Bueno; Chiara Gallo; Carla Fasano; Lucas Grobério Moulim de Moraes; Rodrigo Siqueira Soares Frezatti; Gustavo Maximiano Alves; André Cleriston José dos Santos; Carolina Lavigne Moreira; Claudia Ferreira da Rosa Sobreira; Cleonisio Rodrigues; Diogo Fernandes dos Santos; David Pareyson; Pietro Emiliano Doneddu; Wilson Marques Júnior; Pedro José Tomaselli — Clinical Hospital of Ribeirão Preto, Division of Neuromuscular Disorders, Department of Neurology, Ribeirão Preto School of Medicine, University of São Paulo, Ribeirão Preto 14048-900, Brazil
- Dr. Davide Pareyson — Unit of Rare Neurological Diseases, Department of Clinical Neurosciences, Fondazione IRCCS Istituto Neurologico Carlo Besta, Milan, Italy
- Dr. Pietro Emiliano Doneddu — Neuromuscular and Neuroimmunology Unit, IRCCS Humanitas Research Hospital, Rozzano
- Dra. Carla Fasano — Neuromuscular and Neuroimmunology Unit, IRCCS Humanitas Research Hospital, Rozzano
- Dra. Chiara Gallo — Neuromuscular and Neuroimmunology Unit, IRCCS Humanitas Research Hospital, Milano, Italy
- Dr. Cleonisio Leite Rodrigues — Department of Neurology, Hospital Geral de Fortaleza, Fortaleza, Brazil
- Dr. José Pedro Soares Baima — Department of Neurology, Hospital Universitário da Universidade Federal do Ceará, Fortaleza, Ceará, Brazil
- Dr. Diogo Fernandes dos Santos — Department of Neurology, Hospital Universitário da Universidade Federal de Uberlândia, Minas Gerais, Brazil
- Raquel Campos Pereira — National Reference Center for Sanitary Dermatology and Leprosy, Clinics’ Hospital, School of Medicine, Federal University of Uberlândia (UFU), Uberlândia, MG, Brazil
- Carlos Otto Heise — Head of Electromyography and Nerve Conduction Studies of the Neurology Division of Clinics Hospital of University of São Paulo Medical S Senior Medical Assessor, Neurophysiology section, Fleury Institute, São Paulo, Brazil. Electronic address: carlos.heise@grupofleury.com.br.

Notes:
- The abstract body must not include author names or institution/city names per PNS rules; only the metadata section should carry affiliations.
- Author order, presenter, and affiliations must match the submission form.