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1.
Continuous time recurrent neural networks: Overview and benchmarking at forecasting blood glucose in the intensive care unit.
J Biomed Inform
; 146: 104498, 2023 10.
Artículo
en Inglés
| MEDLINE | ID: mdl-37699466
2.
A Machine Learning Approach to Predict the Added-Sugar Content of Packaged Foods.
J Nutr
; 152(1): 343-349, 2022 01 11.
Artículo
en Inglés
| MEDLINE | ID: mdl-34550390
3.
De-identifying Australian hospital discharge summaries: An end-to-end framework using ensemble of deep learning models.
J Biomed Inform
; 135: 104215, 2022 11.
Artículo
en Inglés
| MEDLINE | ID: mdl-36195240
4.
Hierarchical label-wise attention transformer model for explainable ICD coding.
J Biomed Inform
; 133: 104161, 2022 09.
Artículo
en Inglés
| MEDLINE | ID: mdl-35995108
5.
Medications used disproportionately during pregnancy: Priorities for research on the risks and benefits of medications when used during pregnancy.
Pharmacoepidemiol Drug Saf
; 30(1): 53-64, 2021 01.
Artículo
en Inglés
| MEDLINE | ID: mdl-32935407
6.
Predicting 7-day, 30-day and 60-day all-cause unplanned readmission: a case study of a Sydney hospital.
BMC Med Inform Decis Mak
; 18(1): 1, 2018 01 04.
Artículo
en Inglés
| MEDLINE | ID: mdl-29301576
7.
Enriching Data Science and Health Care Education: Application and Impact of Synthetic Data Sets Through the Health Gym Project.
JMIR Med Educ
; 10: e51388, 2024 Jan 16.
Artículo
en Inglés
| MEDLINE | ID: mdl-38227356
8.
The management of severe hypertension in Australian general practice.
BMC Health Serv Res
; 13: 414, 2013 Oct 14.
Artículo
en Inglés
| MEDLINE | ID: mdl-24119466
9.
Complex early childhood experiences: Characteristics of Northern Territory children across health, education and child protection data.
PLoS One
; 18(1): e0280648, 2023.
Artículo
en Inglés
| MEDLINE | ID: mdl-36656893
10.
The relationship between hyperglycaemia on admission and patient outcome is modified by hyperlactatemia and diabetic status: a retrospective analysis of the eICU collaborative research database.
Sci Rep
; 13(1): 15692, 2023 09 21.
Artículo
en Inglés
| MEDLINE | ID: mdl-37735615
11.
Automated ICD coding using extreme multi-label long text transformer-based models.
Artif Intell Med
; 144: 102662, 2023 10.
Artículo
en Inglés
| MEDLINE | ID: mdl-37783551
12.
Web-Based Application Based on Human-in-the-Loop Deep Learning for Deidentifying Free-Text Data in Electronic Medical Records: Development and Usability Study.
Interact J Med Res
; 12: e46322, 2023 Aug 25.
Artículo
en Inglés
| MEDLINE | ID: mdl-37624624
13.
Uptake of Team Care Arrangements for adults newly diagnosed with cancer.
Aust J Prim Health
; 29(1): 20-29, 2023 Feb.
Artículo
en Inglés
| MEDLINE | ID: mdl-36076333
14.
Exploring the role of pathology test results in the prediction of remaining days of hospitalisation.
Stud Health Technol Inform
; 178: 45-50, 2012.
Artículo
en Inglés
| MEDLINE | ID: mdl-22797018
15.
Incorporating real-world evidence into the development of patient blood glucose prediction algorithms for the ICU.
J Am Med Inform Assoc
; 28(8): 1642-1650, 2021 07 30.
Artículo
en Inglés
| MEDLINE | ID: mdl-33871017
16.
Benchmarking Deep Learning Architectures for Predicting Readmission to the ICU and Describing Patients-at-Risk.
Sci Rep
; 10(1): 1111, 2020 01 24.
Artículo
en Inglés
| MEDLINE | ID: mdl-31980704
17.
Diagnostic and health service pathways to diagnosis of cancer-registry notified cancer of unknown primary site (CUP).
PLoS One
; 15(3): e0230373, 2020.
Artículo
en Inglés
| MEDLINE | ID: mdl-32191753
18.
Theoretical approaches of online social network interventions and implications for behavioral change: a systematic review.
J Eval Clin Pract
; 24(1): 212-221, 2018 02.
Artículo
en Inglés
| MEDLINE | ID: mdl-27709724
19.
Real-time prediction of mortality, readmission, and length of stay using electronic health record data.
J Am Med Inform Assoc
; 23(3): 553-61, 2016 05.
Artículo
en Inglés
| MEDLINE | ID: mdl-26374704
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