The importance of sharing patient-generated clinical speech and language data
| العنوان: | The importance of sharing patient-generated clinical speech and language data |
|---|---|
| المؤلفون: | Hali Lindsay, Alexandra König, Nicklas Linz, Kathleen C. Fraser |
| المساهمون: | National Research Council of Canada (NRC), Deutsches Forschungszentrum für Künstliche Intelligenz GmbH = German Research Center for Artificial Intelligence (DFKI), Spatio-Temporal Activity Recognition Systems (STARS), Inria Sophia Antipolis - Méditerranée (CRISAM), Institut National de Recherche en Informatique et en Automatique (Inria)-Institut National de Recherche en Informatique et en Automatique (Inria) |
| المصدر: | Computational Linguistics and Clinical Psychology : From Keyboard to Clinic CLPsyc 2019-Sixth Workshop on Computational Linguistics and Clinical Psychology CLPsyc 2019-Sixth Workshop on Computational Linguistics and Clinical Psychology, Jun 2019, Minneapolis, Minnesota, United States. pp.55-61, ⟨10.18653/v1/W19-3007⟩ |
| بيانات النشر: | Association for Computational Linguistics, 2019. |
| سنة النشر: | 2019 |
| مصطلحات موضوعية: | Data sharing, [SCCO]Cognitive science, Annotation, Research groups, Computer science, Position paper, Transcription (software), Data science |
| الوصف: | Increased access to large datasets has driven progress in NLP. However, most computational studies of clinically-validated, patient-generated speech and language involve very few datapoints, as such data are difficult (and expensive) to collect. In this position paper, we argue that we must find ways to promote data sharing across research groups, in order to build datasets of a more appropriate size for NLP and machine learning analysis. We review the benefits and challenges of sharing clinical language data, and suggest several concrete actions by both clinical and NLP researchers to encourage multi-site and multi-disciplinary data sharing. We also propose the creation of a collaborative data sharing platform, to allow NLP researchers to take a more active responsibility for data transcription, annotation, and curation. Sixth Workshop on Computational Linguistics and Clinical Psychology, June 6, 2019, Minneapolis, Minnesota, United States |
| وصف الملف: | application/pdf |
| الوصول الحر: | https://explore.openaire.eu/search/publication?articleId=doi_dedup___::1eccc014d914a939893fc6cb7d053fc4Test https://doi.org/10.18653/v1/w19-3007Test |
| حقوق: | OPEN |
| رقم الانضمام: | edsair.doi.dedup.....1eccc014d914a939893fc6cb7d053fc4 |
| قاعدة البيانات: | OpenAIRE |
| الوصف غير متاح. |