Evidence map›Paper›PMID 40931272›Full record

ReviewNeurological sciences : official journal of the Italian Neurological Society and of the Italian Society of Clinical Neurophysiology2025

A comprehensive guide to digital neurology. An update on current development on digital neurology derived from the Digital Neuro Hub project.

Francesco Iodice, Luca Cuffaro, Michele Romoli, Edoardo Bianchini, Maddalena Sparaco, Andrea Arighi, Chiara Cerami, Simone Salemme, Giuseppe Reale, Ilaria Orologio and 2 more

Abstract readReview
PubMed Publisher
In one paragraph

Review in Neurological sciences : official journal of the Italian Neurological Society and of the Italian Society of Clinical Neurophysiology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

12 authors.

Francesco IodiceDepartment of Neuroscience & Neurorehabilitation, IRCCS San Raffaele Rome, Rome, Italy.
Luca CuffaroNeurology Department & Brain Health Service, University of Milan, Bicocca, Monza, Italy.
Michele RomoliDepartment of Neuroscience, Bufalini Hospital, Cesena, Italy.
Edoardo BianchiniDepartment of Neuroscience, Mental Health and Sensory Organs (NESMOS), Sapienza University of Rome, Rome, 00189, Italy.
Maddalena SparacoSecond Division of Neurology, Department of Advanced Medical and Surgical Sciences, University of Campania Luigi Vanvitelli, Naples, Italy.
Andrea ArighiFondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy.
Chiara Cerami⁠ IUSS Cognitive Neuroscience ICoN Center, Scuola Universitaria Superiore IUSS, Pavia, Italy.
Simone SalemmeDepartment of Biomedical Metabolic and Neural Sciences, University of Modena and Reggio Emilia, Modena, Italy.
Giuseppe RealeHigh Intensity Neurorehabilitation Unit, Fondazione Policlinico, Milan, Italy.
Ilaria OrologioSecond Division of Neurology, Department of Advanced Medical and Surgical Sciences, University of Campania Luigi Vanvitelli, Naples, Italy.
Luigi LavorgnaSecond Division of Neurology, Department of Advanced Medical and Surgical Sciences, University of Campania Luigi Vanvitelli, Naples, Italy. luigi.lavorgna@policliniconapoli.it.ORCID http://orcid.org/0000-0003-4625-4236
Alessandro PadovaniNeurology Unit, Department of Clinical and Experimental Sciences, University of Brescia, Brescia, Italy.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The rapid evolution of digital tools in recent years after COVID-19 pandemic has transformed diagnostic and therapeutic practice in neurology. This shift has highlighted the urgent need to integrate digital competencies into the training of future specialists. Key innovations such as telemedicine, artificial intelligence, and wearable health technologies have become central to improving healthcare delivery and accessibility. In response, the Digital Neurology group of the Italian Society of Neurology convened during the Italian Digital Neuro Hub meeting to define the essential digital skills and knowledge areas for tomorrow's neurologists. This paper outlines four primary domains of focus: wearable devices, telemedicine, AI applications, and the ethical implications of digital medicine in neurology.

Indexed as

NeurologyTelemedicineArtificial IntelligenceCOVID-19HumansItalyWearable Electronic DevicesArtificiale intelligenceDigital neurologyEthics in neurologyTelemedicineWearable devices

Identifiers

PMID40931272

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.