Prediction of in-hospital mortality of Clostriodiodes difficile infection using critical care database: A big data-driven, machine learning approach
10.1136/bmjgast-2021-000761
Saved in:
| Main Authors: | , , , , , , , , , , , , |
|---|---|
| Other Authors: | |
| Format: | Article |
| Published: |
BMJ
2022
|
| Subjects: | |
| Online Access: | https://scholarbank.nus.edu.sg/handle/10635/228286 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| Institution: | National University of Singapore |
| id |
sg-nus-scholar.10635-228286 |
|---|---|
| record_format |
dspace |
| spelling |
sg-nus-scholar.10635-2282862024-04-17T09:34:27Z Prediction of in-hospital mortality of Clostriodiodes difficile infection using critical care database: A big data-driven, machine learning approach Du, H Siah, KTH Ru-Yan, VZ Teh, R En Tan, CY Yeung, W Scaduto, C Bolongaita, S Cruz, MTK Liu, M Lin, X Tan, YY Feng, M MEDICINE bacterial infection diarrhoea dietary - gastrointestinal infections Albumins Big Data Critical Care Hospital Mortality Humans Machine Learning 10.1136/bmjgast-2021-000761 BMJ Open Gastroenterology 8 1 e000761- 2022-07-12T06:47:10Z 2022-07-12T06:47:10Z 2021-11-17 2022-07-08T23:58:59Z Article Du, H, Siah, KTH, Ru-Yan, VZ, Teh, R, En Tan, CY, Yeung, W, Scaduto, C, Bolongaita, S, Cruz, MTK, Liu, M, Lin, X, Tan, YY, Feng, M (2021-11-17). Prediction of in-hospital mortality of Clostriodiodes difficile infection using critical care database: A big data-driven, machine learning approach. BMJ Open Gastroenterology 8 (1) : e000761-. ScholarBank@NUS Repository. https://doi.org/10.1136/bmjgast-2021-000761 20544774 https://scholarbank.nus.edu.sg/handle/10635/228286 BMJ Elements |
| institution |
National University of Singapore |
| building |
NUS Library |
| continent |
Asia |
| country |
Singapore Singapore |
| content_provider |
NUS Library |
| collection |
ScholarBank@NUS |
| topic |
bacterial infection diarrhoea dietary - gastrointestinal infections Albumins Big Data Critical Care Hospital Mortality Humans Machine Learning |
| spellingShingle |
bacterial infection diarrhoea dietary - gastrointestinal infections Albumins Big Data Critical Care Hospital Mortality Humans Machine Learning Du, H Siah, KTH Ru-Yan, VZ Teh, R En Tan, CY Yeung, W Scaduto, C Bolongaita, S Cruz, MTK Liu, M Lin, X Tan, YY Feng, M Prediction of in-hospital mortality of Clostriodiodes difficile infection using critical care database: A big data-driven, machine learning approach |
| description |
10.1136/bmjgast-2021-000761 |
| author2 |
MEDICINE |
| author_facet |
MEDICINE Du, H Siah, KTH Ru-Yan, VZ Teh, R En Tan, CY Yeung, W Scaduto, C Bolongaita, S Cruz, MTK Liu, M Lin, X Tan, YY Feng, M |
| format |
Article |
| author |
Du, H Siah, KTH Ru-Yan, VZ Teh, R En Tan, CY Yeung, W Scaduto, C Bolongaita, S Cruz, MTK Liu, M Lin, X Tan, YY Feng, M |
| author_sort |
Du, H |
| title |
Prediction of in-hospital mortality of Clostriodiodes difficile infection using critical care database: A big data-driven, machine learning approach |
| title_short |
Prediction of in-hospital mortality of Clostriodiodes difficile infection using critical care database: A big data-driven, machine learning approach |
| title_full |
Prediction of in-hospital mortality of Clostriodiodes difficile infection using critical care database: A big data-driven, machine learning approach |
| title_fullStr |
Prediction of in-hospital mortality of Clostriodiodes difficile infection using critical care database: A big data-driven, machine learning approach |
| title_full_unstemmed |
Prediction of in-hospital mortality of Clostriodiodes difficile infection using critical care database: A big data-driven, machine learning approach |
| title_sort |
prediction of in-hospital mortality of clostriodiodes difficile infection using critical care database: a big data-driven, machine learning approach |
| publisher |
BMJ |
| publishDate |
2022 |
| url |
https://scholarbank.nus.edu.sg/handle/10635/228286 |
| _version_ |
1800915461397807104 |