학술논문

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발행년	- (예 : 2010-2015)

전체선택

Deciphering clinical abbreviations with a privacy protecting machine learning system

Academic Journal

Rajkomar, A.; Loreaux, E.; Liu, Y.; Kemp, J.; Li, B.; Chen, M.-J.; Zhang, Y.; Mohiuddin, A.; Gottweis, J.

In: Nature Communications. (Nature Communications, December 2022, 13(1))

Full Text (ProQuest Central) Web of Science JCR 저널정보 Scopus Find it@PNU

User-centred design for machine learning in health care: a case study from care management

Academic Journal

Seneviratne, M.G.; Schreier, M.; Lopez-Martinez, D.; Patel, B.S.; Yakubovich, A.; Kemp, J.B.; Loreaux, E.; Gamble, P.; El-Khoury, K.; Vardoulakis, L.; Wong, D.; Finger, L.T.; Chen, M.-J.; Li, R.C.; Chen, J.H.; Morse, K.E.; Downing, N.L.; Shah, N.; Desai, J.

In: BMJ Health and Care Informatics. (BMJ Health and Care Informatics, 11 October 2022, 29(1))

Open Access (EBSCO) Web of Science Scopus Find it@PNU

Multitask prediction of organ dysfunction in the intensive care unit using sequential subnetwork routing

Academic Journal

Roy, S.; Mincu, D.; Loreaux, E.; Mottram, A.; Protsyuk, I.; Harris, N.; Schrouff, J.; Connell, A.; Karthikesalingam, A.; Seneviratne, M.; Xue, Y.; Montgomery, H.; Tomasev, N.

In: Journal of the American Medical Informatics Association. (Journal of the American Medical Informatics Association, 1 September 2021, 28(9):1936-1946)

Full Text (Oxford University Press) Open Access (EBSCO) Web of Science JCR 저널정보 Scopus Find it@PNU

SDOH-NLI: a Dataset for Inferring Social Determinants of Health from Clinical Notes

Conference

Lelkes, A.D.; Schuster, T.; Chen, M.-J.; Rajkomar, A.; Loreaux, E.

In: Findings of the Association for Computational Linguistics: EMNLP 2023, Findings of the Association for Computational Linguistics: EMNLP 2023. (Findings of the Association for Computational Linguistics: EMNLP 2023, 2023, :4789-4798)

Scopus Find it@PNU

Automated LOINC standardization using pre-Trained large language models

Conference

Tu, T.; Loreaux, E.; Chesley, E.; Lelkes, A.D.; Gamble, P.; Bellaiche, M.; Seneviratne, M.; Chen, M.-J.

In: Proceedings of Machine Learning Research, Proceedings of the 2nd Machine Learning for Health Symposium, ML4H 2022. (Proceedings of Machine Learning Research, 2022, 193:343-355)

Scopus Find it@PNU

Concept-based model explanations for electronic health records

Conference

Mincu, D.; Schrouff, J.; Loreaux, E.; Hou, S.; Mottram, A.; Tomasev, N.; Baur, S.; Protsyuk, I.; Seneviratne, M.; Karthikesalingam, A.

In: ACM CHIL 2021 - Proceedings of the 2021 ACM Conference on Health, Inference, and Learning, ACM CHIL 2021 - Proceedings of the 2021 ACM Conference on Health, Inference, and Learning. (ACM CHIL 2021 - Proceedings of the 2021 ACM Conference on Health, Inference, and Learning, 8 April 2021, :36-46)

Scopus Find it@PNU

Regulation of intracellular cholesterol distribution by Na/K-ATPase

Academic Journal

Chen, Y.; Cai, T.; Wang, H.; Li, Z.; Xie, Z.; Loreaux, E.; Lingrel, J.B.

In: Journal of Biological Chemistry. (Journal of Biological Chemistry, 29 May 2009, 284(22):14881-14890)

Full Text (ScienceDirect 종량제) Full Text (ScienceDirect O/A) Open Access (EBSCO) Web of Science JCR 저널정보 Scopus Find it@PNU

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