Dinov ID - Search Results

1

Machine learning techniques for personalized breast cancer risk prediction: comparison with the BCRAT and BOADICEA models.

Ming C, Viassolo V, Probst-Hensch N, Chappuis PO, Dinov ID, Katapodi MC. Ming C, et al. Among authors: dinov id. Breast Cancer Res. 2019 Jun 20;21(1):75. doi: 10.1186/s13058-019-1158-4. Breast Cancer Res. 2019. PMID: 31221197 Free PMC article.

2

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.

3

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.

4

Letter to the editor: Response to Giardiello D, Antoniou AC, Mariani L, Easton DF, Steyerberg EW.

Ming C, Viassolo V, Probst-Hensch N, Chappuis PO, Dinov ID, Katapodi MC. Ming C, et al. Among authors: dinov id. Breast Cancer Res. 2020 Apr 10;22(1):35. doi: 10.1186/s13058-020-01274-x. Breast Cancer Res. 2020. PMID: 32276659 Free PMC article. No abstract available.

5

Machine learning-based lifetime breast cancer risk reclassification compared with the BOADICEA model: impact on screening recommendations.

Ming C, Viassolo V, Probst-Hensch N, Dinov ID, Chappuis PO, Katapodi MC. Ming C, et al. Among authors: dinov id. Br J Cancer. 2020 Sep;123(5):860-867. doi: 10.1038/s41416-020-0937-0. Epub 2020 Jun 22. Br J Cancer. 2020. PMID: 32565540 Free PMC article.

6

Genetic Testing and Surveillance of Young Breast Cancer Survivors and Blood Relatives: A Cluster Randomized Trial.

Katapodi MC, Ming C, Northouse LL, Duffy SA, Duquette D, Mendelsohn-Victor KE, Milliron KJ, Merajver SD, Dinov ID, Janz NK. Katapodi MC, et al. Among authors: dinov id. Cancers (Basel). 2020 Sep 5;12(9):2526. doi: 10.3390/cancers12092526. Cancers (Basel). 2020. PMID: 32899538 Free PMC article.

7

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.

8

Complete hazard ranking to analyze right-censored data: An ALS survival study.

Huang Z, Zhang H, Boss J, Goutman SA, Mukherjee B, Dinov ID, Guan Y; Pooled Resource Open-Access ALS Clinical Trials Consortium. Huang Z, et al. Among authors: dinov id. PLoS Comput Biol. 2017 Dec 18;13(12):e1005887. doi: 10.1371/journal.pcbi.1005887. eCollection 2017 Dec. PLoS Comput Biol. 2017. PMID: 29253881 Free PMC article.

9

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.

10

Controlled feature selection and compressive big data analytics: Applications to biomedical and health studies.

Marino S, Xu J, Zhao Y, Zhou N, Zhou Y, Dinov ID. Marino S, et al. Among authors: dinov id. PLoS One. 2018 Aug 30;13(8):e0202674. doi: 10.1371/journal.pone.0202674. eCollection 2018. PLoS One. 2018. PMID: 30161148 Free PMC article.

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