Feng M - Search Results

1

A Weakly-Supervised Named Entity Recognition Machine Learning Approach for Emergency Medical Services Clinical Audit.

Wang H, Yeung WLK, Ng QX, Tung A, Tay JAM, Ryanputra D, Ong MEH, Feng M, Arulanandam S. Wang H, et al. Among authors: feng m. Int J Environ Res Public Health. 2021 Jul 22;18(15):7776. doi: 10.3390/ijerph18157776. Int J Environ Res Public Health. 2021. PMID: 34360065 Free PMC article.

2

Serial Heart Rate Variability Measures for Risk Prediction of Septic Patients in the Emergency Department.

Chiew CJ, Wang H, Ong MEH, Wong TH, Koh ZX, Liu N, Feng M. Chiew CJ, et al. Among authors: feng m. AMIA Annu Symp Proc. 2020 Mar 4;2019:285-294. eCollection 2019. AMIA Annu Symp Proc. 2020. PMID: 32308821 Free PMC article.

3

Identification of 27 abnormalities from multi-lead ECG signals: an ensembled SE_ResNet framework with Sign Loss function.

Zhu Z, Lan X, Zhao T, Guo Y, Kojodjojo P, Xu Z, Liu Z, Liu S, Wang H, Sun X, Feng M. Zhu Z, et al. Among authors: feng m. Physiol Meas. 2021 Jun 29;42(6). doi: 10.1088/1361-6579/ac08e6. Physiol Meas. 2021. PMID: 34098532

4

Leveraging open data to reconstruct the Singapore Housing Index and other building-level markers of socioeconomic status for health services research.

Lim DYZ, Wong TH, Feng M, Ong MEH, Ho AFW. Lim DYZ, et al. Among authors: feng m. Int J Equity Health. 2021 Oct 3;20(1):218. doi: 10.1186/s12939-021-01554-8. Int J Equity Health. 2021. PMID: 34602083 Free PMC article.

5

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. Du H, et al. Among authors: feng m. BMJ Open Gastroenterol. 2021 Nov;8(1):e000761. doi: 10.1136/bmjgast-2021-000761. BMJ Open Gastroenterol. 2021. PMID: 34789472 Free PMC article.

6

Deep learning for temporal data representation in electronic health records: A systematic review of challenges and methodologies.

Xie F, Yuan H, Ning Y, Ong MEH, Feng M, Hsu W, Chakraborty B, Liu N. Xie F, et al. Among authors: feng m. J Biomed Inform. 2022 Feb;126:103980. doi: 10.1016/j.jbi.2021.103980. Epub 2021 Dec 30. J Biomed Inform. 2022. PMID: 34974189 Free article. Review.

7

Automated Machine Learning (AutoML)-Derived Preconception Predictive Risk Model to Guide Early Intervention for Gestational Diabetes Mellitus.

Kumar M, Ang LT, Png H, Ng M, Tan K, Loy SL, Tan KH, Chan JKY, Godfrey KM, Chan SY, Chong YS, Eriksson JG, Feng M, Karnani N. Kumar M, et al. Among authors: feng m. Int J Environ Res Public Health. 2022 Jun 1;19(11):6792. doi: 10.3390/ijerph19116792. Int J Environ Res Public Health. 2022. PMID: 35682375 Free PMC article.

8

Illness severity assessment of older adults in critical illness using machine learning (ELDER-ICU): an international multicentre study with subgroup bias evaluation.

Liu X, Hu P, Yeung W, Zhang Z, Ho V, Liu C, Dumontier C, Thoral PJ, Mao Z, Cao D, Mark RG, Zhang Z, Feng M, Li D, Celi LA. Liu X, et al. Among authors: feng m. Lancet Digit Health. 2023 Oct;5(10):e657-e667. doi: 10.1016/S2589-7500(23)00128-0. Epub 2023 Aug 18. Lancet Digit Health. 2023. PMID: 37599147 Free article.

9

Characterising and predicting persistent high-cost utilisers in healthcare: a retrospective cohort study in Singapore.

Ng SHX, Rahman N, Ang IYH, Sridharan S, Ramachandran S, Wang DD, Khoo A, Tan CS, Feng M, Toh SES, Tan XQ. Ng SHX, et al. Among authors: feng m. BMJ Open. 2020 Jan 6;10(1):e031622. doi: 10.1136/bmjopen-2019-031622. BMJ Open. 2020. PMID: 31911514 Free PMC article.

10

Reinforcement Learning for Clinical Decision Support in Critical Care: Comprehensive Review.

Liu S, See KC, Ngiam KY, Celi LA, Sun X, Feng M. Liu S, et al. Among authors: feng m. J Med Internet Res. 2020 Jul 20;22(7):e18477. doi: 10.2196/18477. J Med Internet Res. 2020. PMID: 32706670 Free PMC article. Review.

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