Eickhoff C - Search Results

1

Categorization of free-text drug orders using character-level recurrent neural networks.

Raiskin Y, Eickhoff C, Beeler PE. Raiskin Y, et al. Among authors: eickhoff c. Int J Med Inform. 2019 Sep;129:20-28. doi: 10.1016/j.ijmedinf.2019.05.020. Epub 2019 May 23. Int J Med Inform. 2019. PMID: 31445256

2

Benchmarking Modern Named Entity Recognition Techniques for Free-text Health Record Deidentification.

Ahmed A, Abbasi A, Eickhoff C. Ahmed A, et al. Among authors: eickhoff c. AMIA Jt Summits Transl Sci Proc. 2021 May 17;2021:102-111. eCollection 2021. AMIA Jt Summits Transl Sci Proc. 2021. PMID: 34457124 Free PMC article.

3

Machine learning for real-time prediction of complications in critical care: a retrospective study.

Meyer A, Zverinski D, Pfahringer B, Kempfert J, Kuehne T, Sündermann SH, Stamm C, Hofmann T, Falk V, Eickhoff C. Meyer A, et al. Among authors: eickhoff c. Lancet Respir Med. 2018 Dec;6(12):905-914. doi: 10.1016/S2213-2600(18)30300-X. Epub 2018 Sep 28. Lancet Respir Med. 2018. PMID: 30274956

4

Drug-drug interaction prediction with Wasserstein Adversarial Autoencoder-based knowledge graph embeddings.

Dai Y, Guo C, Guo W, Eickhoff C. Dai Y, et al. Among authors: eickhoff c. Brief Bioinform. 2021 Jul 20;22(4):bbaa256. doi: 10.1093/bib/bbaa256. Brief Bioinform. 2021. PMID: 33126246

5

Multimodal attention-based deep learning for Alzheimer's disease diagnosis.

Golovanevsky M, Eickhoff C, Singh R. Golovanevsky M, et al. Among authors: eickhoff c. J Am Med Inform Assoc. 2022 Nov 14;29(12):2014-2022. doi: 10.1093/jamia/ocac168. J Am Med Inform Assoc. 2022. PMID: 36149257 Free PMC article.

6

Neural text generation in regulatory medical writing.

Meyer C, Adkins D, Pal K, Galici R, Garcia-Agundez A, Eickhoff C. Meyer C, et al. Among authors: eickhoff c. Front Pharmacol. 2023 Feb 10;14:1086913. doi: 10.3389/fphar.2023.1086913. eCollection 2023. Front Pharmacol. 2023. PMID: 36843925 Free PMC article.

7

Retrieval-Based Diagnostic Decision Support: Mixed Methods Study.

Abdullahi T, Mercurio L, Singh R, Eickhoff C. Abdullahi T, et al. Among authors: eickhoff c. JMIR Med Inform. 2024 Jun 19;12:e50209. doi: 10.2196/50209. JMIR Med Inform. 2024. PMID: 38896468 Free PMC article.

8

Artificial intelligence-assisted care in medicine: a revolution or yet another blunt weapon?

Meyer A, Cypko MA, Eickhoff C, Falk V, Emmert MY. Meyer A, et al. Among authors: eickhoff c. Eur Heart J. 2019 Oct 21;40(40):3286-3289. doi: 10.1093/eurheartj/ehz701. Eur Heart J. 2019. PMID: 31633172 No abstract available.

9

Extracting Angina Symptoms from Clinical Notes Using Pre-Trained Transformer Architectures.

Eisman AS, Shah NR, Eickhoff C, Zerveas G, Chen ES, Wu WC, Sarkar IN. Eisman AS, et al. Among authors: eickhoff c. AMIA Annu Symp Proc. 2021 Jan 25;2020:412-421. eCollection 2020. AMIA Annu Symp Proc. 2021. PMID: 33936414 Free PMC article.

10

COVID-19 mortality prediction in the intensive care unit with deep learning based on longitudinal chest X-rays and clinical data.

Cheng J, Sollee J, Hsieh C, Yue H, Vandal N, Shanahan J, Choi JW, Tran TML, Halsey K, Iheanacho F, Warren J, Ahmed A, Eickhoff C, Feldman M, Mortani Barbosa E Jr, Kamel I, Lin CT, Yi T, Healey T, Zhang P, Wu J, Atalay M, Bai HX, Jiao Z, Wang J. Cheng J, et al. Among authors: eickhoff c. Eur Radiol. 2022 Jul;32(7):4446-4456. doi: 10.1007/s00330-022-08588-8. Epub 2022 Feb 19. Eur Radiol. 2022. PMID: 35184218 Free PMC article.

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