FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4318476423> ?p ?o ?g. }

• W4318476423 endingPage "172" @default.
• W4318476423 startingPage "172" @default.
• W4318476423 abstract "As occupational rehabilitation services are part of the public medical and health services in Hong Kong, work-injured workers are treated along with other patients and are not considered a high priority for occupational rehabilitation services. The idea of a work trial arrangement in the private market occurred to meet the need for a more coordinated occupational rehabilitation practice. However, there is no clear service standard in private occupational rehabilitation services nor concrete suggestions on how to offer rehabilitation plans to injured workers. Electronic Health Records (EHRs) data can provide a foundation for developing a model to improve this situation. This project aims at using a machine-learning-based approach to enhance the traditional prediction of disability duration and rehabilitation plans for work-related injury and illness. To help patients and therapists to understand the machine learning result, we also developed an interactive dashboard to visualize machine learning results. The outcome is promising. Using the variational autoencoder, our system performed better in predicting disability duration. We have around 30% improvement compared with the human prediction error. We also proposed further development to construct a better system to manage the work injury case." @default.
• W4318476423 created "2023-01-30" @default.
• W4318476423 creator A5002562512 @default.
• W4318476423 creator A5037770685 @default.
• W4318476423 creator A5043199260 @default.
• W4318476423 creator A5060886629 @default.
• W4318476423 creator A5061521183 @default.
• W4318476423 date "2023-01-28" @default.
• W4318476423 modified "2023-09-27" @default.
• W4318476423 title "Smart Work Injury Management (SWIM) System: A Machine Learning Approach for the Prediction of Sick Leave and Rehabilitation Plan" @default.
• W4318476423 cites W100385102 @default.
• W4318476423 cites W2042924535 @default.
• W4318476423 cites W2066459332 @default.
• W4318476423 cites W2287526092 @default.
• W4318476423 cites W2295124130 @default.
• W4318476423 cites W2396881363 @default.
• W4318476423 cites W2595687845 @default.
• W4318476423 cites W2605587820 @default.
• W4318476423 cites W2617539414 @default.
• W4318476423 cites W2732517469 @default.
• W4318476423 cites W2740149077 @default.
• W4318476423 cites W2782374321 @default.
• W4318476423 cites W2783522756 @default.
• W4318476423 cites W2789950367 @default.
• W4318476423 cites W2790916396 @default.
• W4318476423 cites W2803417088 @default.
• W4318476423 cites W2892019986 @default.
• W4318476423 cites W2901424910 @default.
• W4318476423 cites W2912971066 @default.
• W4318476423 cites W2921634120 @default.
• W4318476423 cites W2939147136 @default.
• W4318476423 cites W2962973925 @default.
• W4318476423 cites W2964300371 @default.
• W4318476423 cites W2978018251 @default.
• W4318476423 cites W2979957597 @default.
• W4318476423 cites W3000238064 @default.
• W4318476423 cites W3014207414 @default.
• W4318476423 cites W3080077611 @default.
• W4318476423 cites W3092198864 @default.
• W4318476423 cites W3093970936 @default.
• W4318476423 cites W3098949126 @default.
• W4318476423 cites W3166337766 @default.
• W4318476423 cites W3179529968 @default.
• W4318476423 cites W3191689323 @default.
• W4318476423 cites W4293397238 @default.
• W4318476423 doi "https://doi.org/10.3390/bioengineering10020172" @default.
• W4318476423 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/36829666" @default.
• W4318476423 hasPublicationYear "2023" @default.
• W4318476423 type Work @default.
• W4318476423 citedByCount "0" @default.
• W4318476423 crossrefType "journal-article" @default.
• W4318476423 hasAuthorship W4318476423A5002562512 @default.
• W4318476423 hasAuthorship W4318476423A5037770685 @default.
• W4318476423 hasAuthorship W4318476423A5043199260 @default.
• W4318476423 hasAuthorship W4318476423A5060886629 @default.
• W4318476423 hasAuthorship W4318476423A5061521183 @default.
• W4318476423 hasBestOaLocation W43184764231 @default.
• W4318476423 hasConcept C101738243 @default.
• W4318476423 hasConcept C108583219 @default.
• W4318476423 hasConcept C112758219 @default.
• W4318476423 hasConcept C119857082 @default.
• W4318476423 hasConcept C124952713 @default.
• W4318476423 hasConcept C127413603 @default.
• W4318476423 hasConcept C142362112 @default.
• W4318476423 hasConcept C154945302 @default.
• W4318476423 hasConcept C1862650 @default.
• W4318476423 hasConcept C18762648 @default.
• W4318476423 hasConcept C2778818304 @default.
• W4318476423 hasConcept C2779353907 @default.
• W4318476423 hasConcept C33499554 @default.
• W4318476423 hasConcept C41008148 @default.
• W4318476423 hasConcept C71924100 @default.
• W4318476423 hasConcept C77088390 @default.
• W4318476423 hasConcept C78519656 @default.
• W4318476423 hasConceptScore W4318476423C101738243 @default.
• W4318476423 hasConceptScore W4318476423C108583219 @default.
• W4318476423 hasConceptScore W4318476423C112758219 @default.
• W4318476423 hasConceptScore W4318476423C119857082 @default.
• W4318476423 hasConceptScore W4318476423C124952713 @default.
• W4318476423 hasConceptScore W4318476423C127413603 @default.
• W4318476423 hasConceptScore W4318476423C142362112 @default.
• W4318476423 hasConceptScore W4318476423C154945302 @default.
• W4318476423 hasConceptScore W4318476423C1862650 @default.
• W4318476423 hasConceptScore W4318476423C18762648 @default.
• W4318476423 hasConceptScore W4318476423C2778818304 @default.
• W4318476423 hasConceptScore W4318476423C2779353907 @default.
• W4318476423 hasConceptScore W4318476423C33499554 @default.
• W4318476423 hasConceptScore W4318476423C41008148 @default.
• W4318476423 hasConceptScore W4318476423C71924100 @default.
• W4318476423 hasConceptScore W4318476423C77088390 @default.
• W4318476423 hasConceptScore W4318476423C78519656 @default.
• W4318476423 hasFunder F4320329815 @default.
• W4318476423 hasIssue "2" @default.
• W4318476423 hasLocation W43184764231 @default.
• W4318476423 hasLocation W43184764232 @default.
• W4318476423 hasLocation W43184764233 @default.
• W4318476423 hasLocation W43184764234 @default.
• W4318476423 hasOpenAccess W4318476423 @default.

• next