Dinov ID - Search Results

1

Model-based and Model-free Machine Learning Techniques for Diagnostic Prediction and Classification of Clinical Outcomes in Parkinson's Disease.

Gao C, Sun H, Wang T, Tang M, Bohnen NI, Müller MLTM, Herman T, Giladi N, Kalinin A, Spino C, Dauer W, Hausdorff JM, Dinov ID. Gao C, et al. Among authors: dinov id. Sci Rep. 2018 May 8;8(1):7129. doi: 10.1038/s41598-018-24783-4. Sci Rep. 2018. PMID: 29740058 Free PMC article.

2

SOCR data dashboard: an integrated big data archive mashing medicare, labor, census and econometric information.

Husain SS, Kalinin A, Truong A, Dinov ID. Husain SS, et al. Among authors: dinov id. J Big Data. 2015;2:13. doi: 10.1186/s40537-015-0018-z. J Big Data. 2015. PMID: 26236573 Free PMC article.

3

Probability Distributome: A Web Computational Infrastructure for Exploring the Properties, Interrelations, and Applications of Probability Distributions.

Dinov ID, Siegrist K, Pearl DK, Kalinin A, Christou N. Dinov ID, et al. Comput Stat. 2016 Jun;31(2):559-577. doi: 10.1007/s00180-015-0594-6. Epub 2015 Jun 26. Comput Stat. 2016. PMID: 27158191 Free PMC article.

4

Predictive Big Data Analytics: A Study of Parkinson's Disease Using Large, Complex, Heterogeneous, Incongruent, Multi-Source and Incomplete Observations.

Dinov ID, Heavner B, Tang M, Glusman G, Chard K, Darcy M, Madduri R, Pa J, Spino C, Kesselman C, Foster I, Deutsch EW, Price ND, Van Horn JD, Ames J, Clark K, Hood L, Hampstead BM, Dauer W, Toga AW. Dinov ID, et al. PLoS One. 2016 Aug 5;11(8):e0157077. doi: 10.1371/journal.pone.0157077. eCollection 2016. PLoS One. 2016. PMID: 27494614 Free PMC article.

5

SOCRAT Platform Design: A Web Architecture for Interactive Visual Analytics Applications.

Kalinin AA, Palanimalai S, Dinov ID. Kalinin AA, et al. Among authors: dinov id. Proc 2nd Workshop Hum Loop Data Anal (2017). 2017 Apr;2017:8. doi: 10.1145/3077257.3077262. Proc 2nd Workshop Hum Loop Data Anal (2017). 2017. PMID: 29630069 Free PMC article.

6

Deep learning in pharmacogenomics: from gene regulation to patient stratification.

Kalinin AA, Higgins GA, Reamaroon N, Soroushmehr S, Allyn-Feuer A, Dinov ID, Najarian K, Athey BD. Kalinin AA, et al. Among authors: dinov id. Pharmacogenomics. 2018 May;19(7):629-650. doi: 10.2217/pgs-2018-0008. Epub 2018 Apr 26. Pharmacogenomics. 2018. PMID: 29697304 Free PMC article. Review.

7

3D Shape Modeling for Cell Nuclear Morphological Analysis and Classification.

Kalinin AA, Allyn-Feuer A, Ade A, Fon GV, Meixner W, Dilworth D, Husain SS, de Wet JR, Higgins GA, Zheng G, Creekmore A, Wiley JW, Verdone JE, Veltri RW, Pienta KJ, Coffey DS, Athey BD, Dinov ID. Kalinin AA, et al. Among authors: dinov id. Sci Rep. 2018 Sep 12;8(1):13658. doi: 10.1038/s41598-018-31924-2. Sci Rep. 2018. PMID: 30209281 Free PMC article.

8

Hypothesis: Caco-2 cell rotational 3D mechanogenomic turing patterns have clinical implications to colon crypts.

Zheng G, Kalinin AA, Dinov ID, Meixner W, Zhu S, Wiley JW. Zheng G, et al. Among authors: dinov id. J Cell Mol Med. 2018 Dec;22(12):6380-6385. doi: 10.1111/jcmm.13853. Epub 2018 Sep 25. J Cell Mol Med. 2018. PMID: 30255651 Free PMC article.

9

Publisher Correction: 3D Shape Modeling for Cell Nuclear Morphological Analysis and Classification.

Kalinin AA, Allyn-Feuer A, Ade A, Fon GV, Meixner W, Dilworth D, Husain SS, de Wet JR, Higgins GA, Zheng G, Creekmore A, Wiley JW, Verdone JE, Veltri RW, Pienta KJ, Coffey DS, Athey BD, Dinov ID. Kalinin AA, et al. Among authors: dinov id. Sci Rep. 2018 Oct 26;8(1):16142. doi: 10.1038/s41598-018-33574-w. Sci Rep. 2018. PMID: 30367081 Free PMC article.

10

Model-Based and Model-Free Techniques for Amyotrophic Lateral Sclerosis Diagnostic Prediction and Patient Clustering.

Tang M, Gao C, Goutman SA, Kalinin A, Mukherjee B, Guan Y, Dinov ID. Tang M, et al. Among authors: dinov id. Neuroinformatics. 2019 Jul;17(3):407-421. doi: 10.1007/s12021-018-9406-9. Neuroinformatics. 2019. PMID: 30460455 Free PMC article.

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