Dudley JT - Search Results

1

Deep learning predicts hip fracture using confounding patient and healthcare variables.

Badgeley MA, Zech JR, Oakden-Rayner L, Glicksberg BS, Liu M, Gale W, McConnell MV, Percha B, Snyder TM, Dudley JT. Badgeley MA, et al. Among authors: dudley jt. NPJ Digit Med. 2019 Apr 30;2:31. doi: 10.1038/s41746-019-0105-1. eCollection 2019. NPJ Digit Med. 2019. PMID: 31304378 Free PMC article.

2

Machine learning in cardiovascular medicine: are we there yet?

Shameer K, Johnson KW, Glicksberg BS, Dudley JT, Sengupta PP. Shameer K, et al. Among authors: dudley jt. Heart. 2018 Jul;104(14):1156-1164. doi: 10.1136/heartjnl-2017-311198. Epub 2018 Jan 19. Heart. 2018. PMID: 29352006 Review.

3

CANDI: an R package and Shiny app for annotating radiographs and evaluating computer-aided diagnosis.

Badgeley MA, Liu M, Glicksberg BS, Shervey M, Zech J, Shameer K, Lehar J, Oermann EK, McConnell MV, Snyder TM, Dudley JT. Badgeley MA, et al. Among authors: dudley jt. Bioinformatics. 2019 May 1;35(9):1610-1612. doi: 10.1093/bioinformatics/bty855. Bioinformatics. 2019. PMID: 30304439 Free PMC article.

4

Deep representation learning of electronic health records to unlock patient stratification at scale.

Landi I, Glicksberg BS, Lee HC, Cherng S, Landi G, Danieletto M, Dudley JT, Furlanello C, Miotto R. Landi I, et al. Among authors: dudley jt. NPJ Digit Med. 2020 Jul 17;3:96. doi: 10.1038/s41746-020-0301-z. eCollection 2020. NPJ Digit Med. 2020. PMID: 32699826 Free PMC article.

5

[No title available]

[No authors listed] [No authors listed] PMID: 33597713

6

Predicting age by mining electronic medical records with deep learning characterizes differences between chronological and physiological age.

Wang Z, Li L, Glicksberg BS, Israel A, Dudley JT, Ma'ayan A. Wang Z, et al. Among authors: dudley jt. J Biomed Inform. 2017 Dec;76:59-68. doi: 10.1016/j.jbi.2017.11.003. Epub 2017 Nov 4. J Biomed Inform. 2017. PMID: 29113935 Free PMC article.

7

The next generation of precision medicine: observational studies, electronic health records, biobanks and continuous monitoring.

Glicksberg BS, Johnson KW, Dudley JT. Glicksberg BS, et al. Among authors: dudley jt. Hum Mol Genet. 2018 May 1;27(R1):R56-R62. doi: 10.1093/hmg/ddy114. Hum Mol Genet. 2018. PMID: 29659828 Review.

8

Evaluation of patient re-identification using laboratory test orders and mitigation via latent space variables.

Johnson KW, De Freitas JK, Glicksberg BS, Bobe JR, Dudley JT. Johnson KW, et al. Among authors: dudley jt. Pac Symp Biocomput. 2019;24:415-426. Pac Symp Biocomput. 2019. PMID: 30864342 Free article.

9

Identifying Acute Low Back Pain Episodes in Primary Care Practice From Clinical Notes: Observational Study.

Miotto R, Percha BL, Glicksberg BS, Lee HC, Cruz L, Dudley JT, Nabeel I. Miotto R, et al. Among authors: dudley jt. JMIR Med Inform. 2020 Feb 27;8(2):e16878. doi: 10.2196/16878. JMIR Med Inform. 2020. PMID: 32130159 Free PMC article.

10

EHDViz: clinical dashboard development using open-source technologies.

Badgeley MA, Shameer K, Glicksberg BS, Tomlinson MS, Levin MA, McCormick PJ, Kasarskis A, Reich DL, Dudley JT. Badgeley MA, et al. Among authors: dudley jt. BMJ Open. 2016 Mar 24;6(3):e010579. doi: 10.1136/bmjopen-2015-010579. BMJ Open. 2016. PMID: 27013597 Free PMC article.

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