32459650 34871807 36168559 36330405 36595517 33120431 33320104 36261105 33949962 36413056 33724196 36572766 35419333 33333368 36311852 31841150 34457157 - Search Results

Year	Number of Results
2020	6
2021	5
2022	6
2023	3

1

Extraction of Information Related to Drug Safety Surveillance From Electronic Health Record Notes: Joint Modeling of Entities and Relations Using Knowledge-Aware Neural Attentive Models.

Dandala B, Joopudi V, Tsou CH, Liang JJ, Suryanarayanan P. Dandala B, et al. JMIR Med Inform. 2020 Jul 10;8(7):e18417. doi: 10.2196/18417. JMIR Med Inform. 2020. PMID: 32459650 Free PMC article.

2

An attentive joint model with transformer-based weighted graph convolutional network for extracting adverse drug event relation.

El-Allaly ED, Sarrouti M, En-Nahnahi N, Ouatik El Alaoui S. El-Allaly ED, et al. J Biomed Inform. 2022 Jan;125:103968. doi: 10.1016/j.jbi.2021.103968. Epub 2021 Dec 4. J Biomed Inform. 2022. PMID: 34871807 Free article.

3

A Preliminary Study of Extracting Pulmonary Nodules and Nodule Characteristics from Radiology Reports Using Natural Language Processing.

Yang S, Yang X, Lyu T, He X, Braithwaite D, Mehta HJ, Guo Y, Wu Y, Bian J. Yang S, et al. IEEE Int Conf Healthc Inform. 2022 Jun;2022:618-619. doi: 10.1109/ichi54592.2022.00125. Epub 2022 Sep 8. IEEE Int Conf Healthc Inform. 2022. PMID: 36168559 Free PMC article.

4

Entity relation extraction in the medical domain: based on data augmentation.

Wang A, Li L, Wu X, Zhu J, Yu S, Chen X, Li J, Zhu H. Wang A, et al. Ann Transl Med. 2022 Oct;10(19):1061. doi: 10.21037/atm-22-3991. Ann Transl Med. 2022. PMID: 36330405 Free PMC article.

5

Adverse drug event detection using natural language processing: A scoping review of supervised learning methods.

Murphy RM, Klopotowska JE, de Keizer NF, Jager KJ, Leopold JH, Dongelmans DA, Abu-Hanna A, Schut MC. Murphy RM, et al. PLoS One. 2023 Jan 3;18(1):e0279842. doi: 10.1371/journal.pone.0279842. eCollection 2023. PLoS One. 2023. PMID: 36595517 Free PMC article. Review.

6

Clinical concept extraction using transformers.

Yang X, Bian J, Hogan WR, Wu Y. Yang X, et al. J Am Med Inform Assoc. 2020 Dec 9;27(12):1935-1942. doi: 10.1093/jamia/ocaa189. J Am Med Inform Assoc. 2020. PMID: 33120431 Free PMC article.

7

Extracting Family History of Patients From Clinical Narratives: Exploring an End-to-End Solution With Deep Learning Models.

Yang X, Zhang H, He X, Bian J, Wu Y. Yang X, et al. JMIR Med Inform. 2020 Dec 15;8(12):e22982. doi: 10.2196/22982. JMIR Med Inform. 2020. PMID: 33320104 Free PMC article.

8

Predicting Stroke and Mortality in Mitral Regurgitation: A Machine Learning Approach.

Zhou J, Lee S, Liu Y, Chan JSK, Li G, Wong WT, Jeevaratnam K, Cheng SH, Liu T, Tse G, Zhang Q. Zhou J, et al. Curr Probl Cardiol. 2023 Feb;48(2):101464. doi: 10.1016/j.cpcardiol.2022.101464. Epub 2022 Oct 17. Curr Probl Cardiol. 2023. PMID: 36261105 Free article. Review.

9

Extracting Drug Names and Associated Attributes From Discharge Summaries: Text Mining Study.

Alfattni G, Belousov M, Peek N, Nenadic G. Alfattni G, et al. JMIR Med Inform. 2021 May 5;9(5):e24678. doi: 10.2196/24678. JMIR Med Inform. 2021. PMID: 33949962 Free PMC article.

10

Machine learning approaches for electronic health records phenotyping: a methodical review.

Yang S, Varghese P, Stephenson E, Tu K, Gronsbell J. Yang S, et al. J Am Med Inform Assoc. 2023 Jan 18;30(2):367-381. doi: 10.1093/jamia/ocac216. J Am Med Inform Assoc. 2023. PMID: 36413056

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