Predicting amyotrophic lateral sclerosis mortality with machine learning in diverse patient databases
| dc.contributor.author | Guo, Ling | |
| dc.contributor.author | Xu, Ian Qian | |
| dc.contributor.author | Nag, Sonakshi | |
| dc.contributor.author | Xu, Jing | |
| dc.contributor.author | Huei Chai , Josiah Yui | |
| dc.contributor.author | Simmons, Zachary | |
| dc.contributor.author | Ramasamy, Savitha | |
| dc.contributor.author | Yeo, Crystal | |
| dc.contributor.institution | University of Aberdeen.Medical Education | en |
| dc.date.accessioned | 2025-09-15T15:05:02Z | |
| dc.date.issued | 2025-10 | |
| dc.description | Open Access via the Wiley agreement We would like to thank Dr. James Berry, Massachusetts General Hospital, and the NEALS consortium for providing the Celecoxib trial database and all contributors to the PRO-ACT database. We would also like to thank all the patients who contributed to the PRO-ACT, Celecoxib, and SG ALS databases. | en |
| dc.description.status | Peer reviewed | en |
| dc.format.extent | 9 | |
| dc.format.extent | 562934 | |
| dc.identifier | 305970866 | |
| dc.identifier | d0aab7d7-71cc-4899-ad16-4d4f8cc66a4e | |
| dc.identifier | 105011982411 | |
| dc.identifier.citation | Guo, L, Xu, I Q, Nag, S, Xu, J, Huei Chai , J Y, Simmons, Z, Ramasamy, S & Yeo, C 2025, 'Predicting amyotrophic lateral sclerosis mortality with machine learning in diverse patient databases', Muscle & nerve, vol. 72, no. 4, pp. 653-661. https://doi.org/10.1002/mus.28487 | en |
| dc.identifier.doi | 10.1002/mus.28487 | |
| dc.identifier.iss | 4 | en |
| dc.identifier.issn | 0148-639X | |
| dc.identifier.uri | https://hdl.handle.net/2164/26013 | |
| dc.identifier.vol | 72 | en |
| dc.language.iso | eng | |
| dc.relation.ispartof | Muscle & nerve | en |
| dc.subject | amyotrophic lateral sclerosis | en |
| dc.subject | diverse external validation | en |
| dc.subject | machine learning | en |
| dc.subject | mortality prediction | en |
| dc.subject | survival analysis | en |
| dc.subject | R Medicine (General) | en |
| dc.subject | Supplementary Data | en |
| dc.subject | DAS | en |
| dc.subject | Link | en |
| dc.subject.lcc | R1 | en |
| dc.title | Predicting amyotrophic lateral sclerosis mortality with machine learning in diverse patient databases | en |
| dc.type | Journal article | en |
Files
Original bundle
1 - 1 of 1
- Name:
- Guo_etal_MN_Predicting_Amyotrophic_Lateral_VOR.pdf
- Size:
- 549.74 KB
- Format:
- Adobe Portable Document Format