| Big data and machine learning algorithms for health-care delivery KY Ngiam, W Khor The Lancet Oncology 20 (5), e262-e273, 2019 | 408 | 2019 |
| Performance of a multigene genomic classifier in thyroid nodules with indeterminate cytology: a prospective blinded multicenter study DL Steward, SE Carty, RS Sippel, SP Yang, JA Sosa, JA Sipos, JJ Figge, ... JAMA oncology 5 (2), 204-212, 2019 | 222 | 2019 |
| International electronic health record-derived COVID-19 clinical course profiles: the 4CE consortium GA Brat, GM Weber, N Gehlenborg, P Avillach, NP Palmer, L Chiovato, ... NPJ digital medicine 3 (1), 1-9, 2020 | 108 | 2020 |
| AI-assisted decision-making in healthcare T Lysaght, HY Lim, V Xafis, KY Ngiam Asian Bioethics Review 11 (3), 299-314, 2019 | 79 | 2019 |
| Big healthcare data analytics: Challenges and applications C Lee, Z Luo, KY Ngiam, M Zhang, K Zheng, G Chen, BC Ooi, WLJ Yip Handbook of large-scale distributed computing in smart healthcare, 11-41, 2017 | 74 | 2017 |
| Medical concept embedding with time-aware attention X Cai, J Gao, KY Ngiam, BC Ooi, Y Zhang, X Yuan arXiv preprint arXiv:1806.02873, 2018 | 55 | 2018 |
| Mediastinal parathyroid adenomas and their surgical implications J Hu, KY Ngiam, R Parameswaran The Annals of The Royal College of Surgeons of England 97 (4), 259-261, 2015 | 52 | 2015 |
| Thyroid cytology—nuclear versus architectural atypia within the “Atypia of undetermined significance/follicular lesion of undetermined significance” B ethesda category have … TRX Gan, ME Nga, JHY Lum, WM Wong, WB Tan, R Parameswaran, ... Cancer Cytopathology 125 (4), 245-256, 2017 | 49 | 2017 |
| Reinforcement learning for clinical decision support in critical care: comprehensive review S Liu, KC See, KY Ngiam, LA Celi, X Sun, M Feng Journal of medical Internet research 22 (7), e18477, 2020 | 48 | 2020 |
| Efficacy of metabolic surgery on HbA1c decrease in type 2 diabetes mellitus patients with BMI< 35 kg/m2—a review KY Ngiam, WJ Lee, YC Lee, A Cheng Obesity surgery 24 (1), 148-158, 2014 | 43 | 2014 |
| Resolving the bias in electronic medical records K Zheng, J Gao, KY Ngiam, BC Ooi, WLJ Yip Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge …, 2017 | 37 | 2017 |
| Capturing feature-level irregularity in disease progression modeling K Zheng, W Wang, J Gao, KY Ngiam, BC Ooi, WLJ Yip Proceedings of the 2017 ACM on Conference on Information and Knowledge …, 2017 | 27 | 2017 |
| What every reader should know about studies using electronic health record data but may be afraid to ask IS Kohane, BJ Aronow, P Avillach, BK Beaulieu-Jones, R Bellazzi, ... Journal of medical Internet research 23 (3), e22219, 2021 | 26 | 2021 |
| Role of artificial intelligence applications in real-life clinical practice: systematic review J Yin, KY Ngiam, HH Teo Journal of medical Internet research 23 (4), e25759, 2021 | 22 | 2021 |
| Subclassification of Bethesda atypical and follicular neoplasm categories according to nuclear and architectural atypia improves discrimination of thyroid malignancy risk JXY Lim, ME Nga, DKH Chan, WB Tan, R Parameswaran, KY Ngiam Thyroid 28 (4), 511-521, 2018 | 21 | 2018 |
| Outcomes of parathyroidectomy in renal hyperparathyroidism in patients with No access to renal transplantation in Singapore P Rajeev, KY Lee, XJ Tang, TT Goo, WB Tan, KY Ngiam International Journal of Surgery 25, 64-68, 2016 | 18 | 2016 |
| Fine-grained concept linking using neural networks in healthcare J Dai, M Zhang, G Chen, J Fan, KY Ngiam, BC Ooi Proceedings of the 2018 International Conference on Management of Data, 51-66, 2018 | 16 | 2018 |
| Validation of an internationally derived patient severity phenotype to support COVID-19 analytics from electronic health record data JG Klann, H Estiri, GM Weber, B Moal, P Avillach, C Hong, ALM Tan, ... Journal of the American Medical Informatics Association 28 (7), 1411-1420, 2021 | 15 | 2021 |
| International comparisons of harmonized laboratory value trajectories to predict severe COVID-19: Leveraging the 4CE collaborative across 342 hospitals and 6 countries: A … GM Weber, C Hong, NP Palmer, P Avillach, SN Murphy, ... medRxiv, 2020 | 13 | 2020 |
| Rising incidence of thyroid cancer in Singapore not solely due to micropapillary subtype JH Shulin, J Aizhen, SM Kuo, WB Tan, KY Ngiam, R Parameswaran The Annals of The Royal College of Surgeons of England 100 (4), 295-300, 2018 | 12 | 2018 |
Beng Chin OOINational University of SingaporeVerified email at comp.nus.edu.sg
