Shen F - Search Results

1

Utilization of Electronic Medical Records and Biomedical Literature to Support the Diagnosis of Rare Diseases Using Data Fusion and Collaborative Filtering Approaches.

Shen F, Liu S, Wang Y, Wen A, Wang L, Liu H. Shen F, et al. JMIR Med Inform. 2018 Oct 10;6(4):e11301. doi: 10.2196/11301. JMIR Med Inform. 2018. PMID: 30305261 Free PMC article.

2

Leveraging Collaborative Filtering to Accelerate Rare Disease Diagnosis.

Shen F, Liu S, Wang Y, Wang L, Afzal N, Liu H. Shen F, et al. AMIA Annu Symp Proc. 2018 Apr 16;2017:1554-1563. eCollection 2017. AMIA Annu Symp Proc. 2018. PMID: 29854225 Free PMC article.

3

Incorporating Knowledge-Driven Insights into a Collaborative Filtering Model to Facilitate the Differential Diagnosis of Rare Diseases.

Shen F, Liu H. Shen F, et al. AMIA Annu Symp Proc. 2018 Dec 5;2018:1505-1514. eCollection 2018. AMIA Annu Symp Proc. 2018. PMID: 30815196 Free PMC article.

4

Rare disease knowledge enrichment through a data-driven approach.

Shen F, Zhao Y, Wang L, Mojarad MR, Wang Y, Liu S, Liu H. Shen F, et al. BMC Med Inform Decis Mak. 2019 Feb 14;19(1):32. doi: 10.1186/s12911-019-0752-9. BMC Med Inform Decis Mak. 2019. PMID: 30764825 Free PMC article.

5

Implementation of a Cohort Retrieval System for Clinical Data Repositories Using the Observational Medical Outcomes Partnership Common Data Model: Proof-of-Concept System Validation.

Liu S, Wang Y, Wen A, Wang L, Hong N, Shen F, Bedrick S, Hersh W, Liu H. Liu S, et al. Among authors: shen f. JMIR Med Inform. 2020 Oct 6;8(10):e17376. doi: 10.2196/17376. JMIR Med Inform. 2020. PMID: 33021486 Free PMC article.

6

HPO2Vec+: Leveraging heterogeneous knowledge resources to enrich node embeddings for the Human Phenotype Ontology.

Shen F, Peng S, Fan Y, Wen A, Liu S, Wang Y, Wang L, Liu H. Shen F, et al. J Biomed Inform. 2019 Aug;96:103246. doi: 10.1016/j.jbi.2019.103246. Epub 2019 Jun 27. J Biomed Inform. 2019. PMID: 31255713 Free PMC article.

7

Integrating Structured and Unstructured EHR Data Using an FHIR-based Type System: A Case Study with Medication Data.

Hong N, Wen A, Shen F, Sohn S, Liu S, Liu H, Jiang G. Hong N, et al. Among authors: shen f. AMIA Jt Summits Transl Sci Proc. 2018 May 18;2017:74-83. eCollection 2018. AMIA Jt Summits Transl Sci Proc. 2018. PMID: 29888045 Free PMC article.

8

Detecting Pharmacovigilance Signals Combining Electronic Medical Records With Spontaneous Reports: A Case Study of Conventional Disease-Modifying Antirheumatic Drugs for Rheumatoid Arthritis.

Wang L, Rastegar-Mojarad M, Ji Z, Liu S, Liu K, Moon S, Shen F, Wang Y, Yao L, Davis Iii JM, Liu H. Wang L, et al. Among authors: shen f. Front Pharmacol. 2018 Aug 7;9:875. doi: 10.3389/fphar.2018.00875. eCollection 2018. Front Pharmacol. 2018. PMID: 30131701 Free PMC article.

9

A comparison of word embeddings for the biomedical natural language processing.

Wang Y, Liu S, Afzal N, Rastegar-Mojarad M, Wang L, Shen F, Kingsbury P, Liu H. Wang Y, et al. Among authors: shen f. J Biomed Inform. 2018 Nov;87:12-20. doi: 10.1016/j.jbi.2018.09.008. Epub 2018 Sep 12. J Biomed Inform. 2018. PMID: 30217670 Free PMC article.

10

A clinical text classification paradigm using weak supervision and deep representation.

Wang Y, Sohn S, Liu S, Shen F, Wang L, Atkinson EJ, Amin S, Liu H. Wang Y, et al. Among authors: shen f. BMC Med Inform Decis Mak. 2019 Jan 7;19(1):1. doi: 10.1186/s12911-018-0723-6. BMC Med Inform Decis Mak. 2019. PMID: 30616584 Free PMC article.

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