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An interpretable machine learning-based prediction model for risk of death for patients with ischemic stroke in intensive care unit
CONCLUSION: This EBM model has a good performance for predicting the risk of death within one year in patients with severe ischemic stroke and allows clinicians to better understand the contributing factors of the patients' outcomes through the model interpretability.PMID:37488807 | PMC:PMC10366517 | DOI:10.12122/j.issn.1673-4254.2023.07.21
Source: Journal of Southern Medical University - July 25, 2023 Category: Universities & Medical Training Authors: X Luo Y Cheng C Wu J He Source Type: research

Next-Generation Models for Predicting Winning Times in Elite Swimming Events: Updated Predictions for the Paris 2024 Olympic Games
CONCLUSIONS: These models, and associated predictions for swimming events at the Paris 2024 Olympic Games, provide an evidence-based performance framework for coaches, sport-science support staff, and athletes to develop and evaluate training plans, strategies, and tactics, as well as informing resource allocation to athletes, based on their potential for the Paris 2024 Olympic Games.PMID:37487585 | DOI:10.1123/ijspp.2023-0174
Source: International Journal of Sports Physiology and Performance - July 24, 2023 Category: Sports Medicine Authors: I ñigo Mujika David B Pyne Paul Pao-Yen Wu Kwok Ng Emmet Crowley Cormac Powell Source Type: research

Improvement of early outcomes in type A acute aortic syndrome after an Aorta Code implementation
CONCLUSIONS: An Aorta Code can be successfully implemented by using a standardized protocol within a hospital network. The number of cases increased, time to diagnosis, transfer and operating room were reduced and 30- day mortality significantly decreased.PMID:37488005 | DOI:10.1016/j.athoracsur.2023.07.010
Source: The Annals of Thoracic Surgery - July 24, 2023 Category: Cardiovascular & Thoracic Surgery Authors: Luis C Maroto Carlos Ferrera Javier Cobiella Manuel Carnero Rosa Beltrao Isaac Mart ínez Paula Campelos Francisco J Mart ín-Sánchez Ana M Carrero Mar ía J Domínguez Esther Álvarez F átima Fernández Beatriz Cabeza Estrella Colorado Juli án P Villa Source Type: research

Perspectives of U.S. speech-language pathologists on supporting the psychosocial health of individuals with aphasia
CONCLUSIONS: This research highlights the necessity of increased training, as well as improved interprofessional collaboration between SLPs and mental health professionals. Limitations of the study include the potential bias of respondents, as well as the number and scope of the questions and responses. Future studies can employ interviews, trial models for collaboration, and partner with IWA to explore their experiences with psychosocial health support and services.PMID:37481944 | DOI:10.1016/j.jcomdis.2023.106365
Source: Journal of Communication Disorders - July 23, 2023 Category: Speech-Language Pathology Authors: Haley Hayashi Michelle Gravier Kristen Gustavson Ellen Bernstein-Ellis Source Type: research

Retracted: Effect of Hand Intensive Training on Upper Limb Function of Stroke Patients with Hemiplegia
Comput Math Methods Med. 2023 Jul 12;2023:9875310. doi: 10.1155/2023/9875310. eCollection 2023.ABSTRACT[This retracts the article DOI: 10.1155/2022/6844680.].PMID:37475929 | PMC:PMC10356518 | DOI:10.1155/2023/9875310
Source: Computational and Mathematical Methods in Medicine - July 21, 2023 Category: Statistics Authors: Computational And Mathematical Methods In Medicine Source Type: research