Mani S - Search Results

1

Detecting abbreviations in discharge summaries using machine learning methods.

Wu Y, Rosenbloom ST, Denny JC, Miller RA, Mani S, Giuse DA, Xu H. Wu Y, et al. Among authors: mani s. AMIA Annu Symp Proc. 2011;2011:1541-9. Epub 2011 Oct 22. AMIA Annu Symp Proc. 2011. PMID: 22195219 Free PMC article.

2

Extracting and integrating data from entire electronic health records for detecting colorectal cancer cases.

Xu H, Fu Z, Shah A, Chen Y, Peterson NB, Chen Q, Mani S, Levy MA, Dai Q, Denny JC. Xu H, et al. Among authors: mani s. AMIA Annu Symp Proc. 2011;2011:1564-72. Epub 2011 Oct 22. AMIA Annu Symp Proc. 2011. PMID: 22195222 Free PMC article.

3

A study of machine-learning-based approaches to extract clinical entities and their assertions from discharge summaries.

Jiang M, Chen Y, Liu M, Rosenbloom ST, Mani S, Denny JC, Xu H. Jiang M, et al. Among authors: mani s. J Am Med Inform Assoc. 2011 Sep-Oct;18(5):601-6. doi: 10.1136/amiajnl-2011-000163. Epub 2011 Apr 20. J Am Med Inform Assoc. 2011. PMID: 21508414 Free PMC article.

4

Applying active learning to assertion classification of concepts in clinical text.

Chen Y, Mani S, Xu H. Chen Y, et al. Among authors: mani s. J Biomed Inform. 2012 Apr;45(2):265-72. doi: 10.1016/j.jbi.2011.11.003. Epub 2011 Nov 22. J Biomed Inform. 2012. PMID: 22127105 Free PMC article.

5

Type 2 diabetes risk forecasting from EMR data using machine learning.

Mani S, Chen Y, Elasy T, Clayton W, Denny J. Mani S, et al. AMIA Annu Symp Proc. 2012;2012:606-15. Epub 2012 Nov 3. AMIA Annu Symp Proc. 2012. PMID: 23304333 Free PMC article.

6

Early prediction of reading disability using machine learning.

Varol HA, Mani S, Compton DL, Fuchs LS, Fuchs D. Varol HA, et al. Among authors: mani s. AMIA Annu Symp Proc. 2009 Nov 14;2009:667-71. AMIA Annu Symp Proc. 2009. PMID: 20351938 Free PMC article.

7

Early prediction of the response of breast tumors to neoadjuvant chemotherapy using quantitative MRI and machine learning.

Mani S, Chen Y, Arlinghaus LR, Li X, Chakravarthy AB, Bhave SR, Welch EB, Levy MA, Yankeelov TE. Mani S, et al. AMIA Annu Symp Proc. 2011;2011:868-77. Epub 2011 Oct 22. AMIA Annu Symp Proc. 2011. PMID: 22195145 Free PMC article.

8

Machine learning for predicting the response of breast cancer to neoadjuvant chemotherapy.

Mani S, Chen Y, Li X, Arlinghaus L, Chakravarthy AB, Abramson V, Bhave SR, Levy MA, Xu H, Yankeelov TE. Mani S, et al. J Am Med Inform Assoc. 2013 Jul-Aug;20(4):688-95. doi: 10.1136/amiajnl-2012-001332. Epub 2013 Apr 24. J Am Med Inform Assoc. 2013. PMID: 23616206 Free PMC article.

9

Learning causal and predictive clinical practice guidelines from data.

Mani S, Aliferis C, Krishnaswami S, Kotchen T. Mani S, et al. Stud Health Technol Inform. 2007;129(Pt 2):850-4. Stud Health Technol Inform. 2007. PMID: 17911836

10

Medical decision support using machine learning for early detection of late-onset neonatal sepsis.

Mani S, Ozdas A, Aliferis C, Varol HA, Chen Q, Carnevale R, Chen Y, Romano-Keeler J, Nian H, Weitkamp JH. Mani S, et al. J Am Med Inform Assoc. 2014 Mar-Apr;21(2):326-36. doi: 10.1136/amiajnl-2013-001854. Epub 2013 Sep 16. J Am Med Inform Assoc. 2014. PMID: 24043317 Free PMC article.

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