Evidence map›Paper›PMID 37467739›Full record

ArticleJournal of neural engineering2023

Direct speech reconstruction from sensorimotor brain activity with optimized deep learning models.

Julia Berezutskaya, Zachary V Freudenburg, Mariska J Vansteensel, Erik J Aarnoutse, Nick F Ramsey, Marcel A J van Gerven

Abstract read
In one paragraph

Article in Journal of neural engineering, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 19 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
19citing papers in PubMed, 1 pooled it
–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

19 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Trial
  3. Article
  4. Article
  5. Article
  6. Article
  7. Review
  8. Article
  9. Article
  10. Review
  11. Article
  12. An instantaneous voice synthesis neuroprosthesis.bioRxiv : the preprint server for biology · 2024
    Article
  13. An Accurate and Rapidly Calibrating Speech Neuroprosthesis.The New England journal of medicine · 2024
    Article
  14. Article
  15. The speech neuroprosthesis.Nature reviews. Neuroscience · 2024
    Review
  16. An accurate and rapidly calibrating speech neuroprosthesis.medRxiv : the preprint server for health sciences · 2024
    Article
  17. Article
  18. Review
  19. 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

6 authors.

Julia BerezutskayaBrain Center, Department of Neurology and Neurosurgery, University Medical Center Utrecht, Utrecht 3584 CX, The Netherlands.ORCID 0000-0002-2005-8758
Zachary V FreudenburgBrain Center, Department of Neurology and Neurosurgery, University Medical Center Utrecht, Utrecht 3584 CX, The Netherlands.ORCID 0000-0002-2790-0020
Mariska J VansteenselBrain Center, Department of Neurology and Neurosurgery, University Medical Center Utrecht, Utrecht 3584 CX, The Netherlands.ORCID 0000-0002-9252-5116
Erik J AarnoutseBrain Center, Department of Neurology and Neurosurgery, University Medical Center Utrecht, Utrecht 3584 CX, The Netherlands.ORCID 0000-0001-7648-250X
Nick F RamseyBrain Center, Department of Neurology and Neurosurgery, University Medical Center Utrecht, Utrecht 3584 CX, The Netherlands.ORCID 0000-0002-7136-259X
Marcel A J van GervenDonders Center for Brain, Cognition and Behaviour, Nijmegen 6525 GD, The Netherlands.ORCID 0000-0002-2206-9098

Funding

Brain-Computer Interface Implant for Severe Communication DisabilityU01DC016686 · NIDCD · UNIVERSITY MEDICAL CENTER UTRECHT · PI CRONE, NATHAN E, RAMSEY, NICOLAS FRANCISCUS · 2018 to 2021
$2.5M
NIDCD NIH HHS U01 DC016686
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

Brain-Computer InterfacesDeep LearningSensorimotor CortexCommunicationElectrocorticographyHumansSpeechaudio reconstructionbrainbrain–computer interfacesdeep neural networkselectrocorticographyneural decodingspeech

Identifiers

PMID37467739
PMCPMC10510111

What Socratic holds

Textmetadata
LicenceCC BY
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 Socratic graph.