Prediction of Language Development in Neonates Born at Less than 32 Weeks of Gestation
The identification of SHAP values allowed us to evaluate the additive effect of neonatal and sociodemographic risk factors predicting language impairments in this cohort of children born preterm. Replication in other cohorts will be important, but SHAP-based analyses may be useful for tailored monitoring and implementation of early language support.
Authors
- Philipp Steinbauer (ORCID: https://orcid.org/0000-0001-7961-327X)
- Renate Fuiko (ORCID: https://orcid.org/0000-0001-6278-8866)
- David Steyrl (ORCID: https://orcid.org/0000-0002-3215-8115)
- Vito Giordano (ORCID: https://orcid.org/0000-0002-2094-8523)
- Johannes Mader (ORCID: https://orcid.org/0009-0001-2079-0404)
- Angelika Berger (ORCID: https://orcid.org/0000-0001-8775-2405)
- Nadine Pointner (ORCID: https://orcid.org/0009-0000-3191-9368)
- Daniel Savran
Institutions
- University of Vienna (AT)
- AIT Austrian Institute of Technology GmbH (AT)
- Max Perutz Labs (AT)
- Comprehensive Cancer Center Vienna (AT)
- Medical University of Vienna (AT)
Publication Details
- Journal
- The Journal of Pediatrics
- Published
- 2025-12-17
- DOI
- https://doi.org/10.1016/j.jpeds.2025.114959
- Primary Topic
- Language Development and Disorders
- Type
- article
- Field-Weighted Citation Impact
- 0.00