-
1
-
-
84886812970
-
Molecular pathway identification using biological network-regularized logistic models
-
Zhang W, Wan YW, Allen GI, Pang K, Anderson ML, Liu Z. Molecular pathway identification using biological network-regularized logistic models. BMC genomics. 2013; 14(Suppl 8), S7. doi: 10.1186/1471-2164-14-S8-S7
-
(2013)
BMC Genomics
, vol.14
, pp. S7
-
-
Zhang, W.1
Wan, Y.W.2
Allen, G.I.3
Pang, K.4
Anderson, M.L.5
Liu, Z.6
-
2
-
-
84862556734
-
Fast sparse regression and classification
-
Friedman JH. Fast sparse regression and classification. Int J Forecast. 2012; 28(3), 722-738.
-
(2012)
Int J Forecast
, vol.28
, Issue.3
, pp. 722-738
-
-
Friedman, J.H.1
-
3
-
-
84879398938
-
A lasso for hierarchical interactions
-
Bien J, Taylor J, Tibshirani R. A lasso for hierarchical interactions. Ann Stat. 2013; 41(3), 1111-1141.
-
(2013)
Ann Stat
, vol.41
, Issue.3
, pp. 1111-1141
-
-
Bien, J.1
Taylor, J.2
Tibshirani, R.3
-
4
-
-
78651289934
-
Variable selection using adaptive nonlinear interaction structures in high dimensions
-
Radchenko P, James G. Variable selection using adaptive nonlinear interaction structures in high dimensions. J Am Stat Assoc. 2010; 105: 1541-1553
-
(2011)
J Am Stat Assoc
, vol.105
, pp. 1541-1553
-
-
Radchenko, P.1
James, G.2
-
5
-
-
77952558804
-
Variable selection with the strong heredity constraint and its oracle property
-
Choi N, Li W, Zhu J. Variable selection with the strong heredity constraint and its oracle property. J Am Stat Assoc. 2010; 105: 354-364.
-
(2011)
J Am Stat Assoc
, vol.105
, pp. 354-364
-
-
Choi, N.1
Li, W.2
Zhu, J.3
-
8
-
-
84887291053
-
Understanding the co-occurrence of diseases using structure Learning
-
Springer Berlin Heidelberg In: Peek N Morales RM Peleg Mor
-
Lappenschaar M, Hommersom A, Lagro J, Lucas PJ. Understanding the Co-occurrence of Diseases Using Structure Learning. In: Peek N, Morales RM, Peleg Mor. Artificial Intelligence in Medicine. Springer Berlin Heidelberg; 2013. pp. 135-144.
-
(2013)
Artificial Intelligence in Medicine
, pp. 135-144
-
-
Lappenschaar, M.1
Hommersom, A.2
Lagro, J.3
Lucas, P.J.4
-
9
-
-
84887298108
-
Model-based combination of treatments for the management of Chronic Comorbid Patients
-
Springer Berlin Heidelberg Peek N Morales RM
-
Riano D, Collado A. Model-Based Combination of Treatments for the Management of Chronic Comorbid Patients. In: Peek N, Morales RM, Peleg Mor. Artificial Intelligence in Medicine. Springer Berlin Heidelberg; 2013. pp. 11-16.
-
(2013)
Peleg Mor. Artificial Intelligence in Medicine
, pp. 11-16
-
-
Riano, D.1
Collado, A.2
-
13
-
-
0033281701
-
Improved boosting algorithms using confidence-rated predictions
-
Schapire R. E., & Singer Y. (1999). Improved boosting algorithms using confidence-rated predictions. Machine learning, 37(3), 297-336.
-
(1999)
Machine Learning
, vol.37
, Issue.3
, pp. 297-336
-
-
Schapire, R.E.1
Singer, Y.2
-
17
-
-
33947238246
-
-
Agency for Healthcare Research and Quality, Rockville, MD HCUP State Inpatient Databases (SID)
-
HCUP State Inpatient Databases (SID), Healthcare Cost and Utilization Project (HCUP). 2009-2011. Agency for Healthcare Research and Quality, Rockville, MD. www.hcup-us.ahrq.gov/sidoverview.jsp.
-
(2009)
Healthcare Cost Utilization Project (HCUP)
-
-
-
18
-
-
84964313401
-
Readmission classification using stacked regularized logistic Regression Models
-
Nov 15-19; Washington DC
-
Stiglic G, Fei W, Davey A, Obradovic Z. Readmission Classification Using Stacked Regularized Logistic Regression Models. In: Proceedings of the AMIA Annual Symposium; 2014 Nov 15-19; Washington, DC; 2014. 1072-1081.
-
(2014)
Proceedings of the AMIA Annual Symposium
, vol.2014
, pp. 1072-1081
-
-
Stiglic, G.1
Fei, W.2
Davey, A.3
Obradovic, Z.4
-
19
-
-
77950537175
-
Regularization Paths for Generalized Linear Models via Coordinate Descent
-
Friedman J, Hastie T and Tibshirani R. Regularization Paths for Generalized Linear Models via Coordinate Descent. J Stat Softw. 2008; 33(1), 1-22.
-
(2008)
J Stat Softw
, vol.33
, Issue.1
, pp. 1-22
-
-
Friedman, J.1
Hastie, T.2
Tibshirani, R.3
-
20
-
-
84923319256
-
Revisits and readmissions following ambulatory uvulopalatopharyngoplasty
-
Bhattacharyya N. Revisits and readmissions following ambulatory uvulopalatopharyngoplasty. Laryngoscope. 2015; 125(3): 754-757. doi: 10.1002/lary.24706
-
(2015)
Laryngoscope
, vol.125
, Issue.3
, pp. 754-757
-
-
Bhattacharyya, N.1
-
21
-
-
0001241160
-
On simpson's paradox and the sure-Thing principle
-
Blyth CR. On Simpson's Paradox and the Sure-Thing Principle. J Am Stat Assoc. 1972; 67 (338): 364-366.
-
(1972)
J Am Stat Assoc
, vol.67
, Issue.338
, pp. 364-366
-
-
Blyth, C.R.1
-
22
-
-
84859144390
-
Comprehensive decision tree models in bioinformatics
-
Stiglic G, Kocbek S, Pernek I, Kokol P. Comprehensive decision tree models in bioinformatics. PloS one. 2012; 7(3), e33812. doi: 10.1371/journal.pone.0033812
-
(2012)
PloS One
, vol.7
, Issue.3
, pp. e33812
-
-
Stiglic, G.1
Kocbek, S.2
Pernek, I.3
Kokol, P.4
-
23
-
-
84927515532
-
Mining the electronic health record for disease knowledge
-
Kumar VD Tipney HJ editors Springer New York
-
Chen ES, Sarkar IN. Mining the Electronic Health Record for Disease Knowledge. In: Kumar VD, Tipney HJ, editors. Biomedical Literature Mining. Springer New York; 2014. pp 269-286.
-
(2014)
Biomedical Literature Mining
, pp. 269-286
-
-
Chen, E.S.1
Sarkar, I.N.2
|