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Journal Articles
- 2020
[j6]Erin E. Fowler, Anders Berglund
, Michael J. Schell, Thomas A. Sellers, Steven Eschrich, John J. Heine:
Empirically-derived synthetic populations to mitigate small sample sizes. J. Biomed. Informatics 105: 103408 (2020)- 2011
- [j5]John J. Heine, Walker H. Land Jr., Kathleen M. Egan:
Statistical learning techniques applied to epidemiology: a simulated case-control comparison study with logistic regression. BMC Bioinform. 12: 37 (2011) - [j4]Ravi Mathur, J. David Schaffer, Walker H. Land Jr., John J. Heine, Jonathan M. Hernandez, Timothy Yeatman:
Perturbation and candidate analysis to combat overfitting of gene expression microarray data. Int. J. Comput. Biol. Drug Des. 4(4): 307-315 (2011) - 2010
- [j3]Walker H. Land Jr., Dan Margolis, Maria Kallergi, John J. Heine:
A kernel approach for ensemble decision combinations with two-view mammography applications. Int. J. Funct. Informatics Pers. Medicine 3(2): 157-182 (2010) - 2008
- [j2]Walker H. Land Jr., John J. Heine, Thomas Raway, Alda Mizaku, Nataliya Kovalchuk, Jack Y. Yang, Mary Qu Yang:
New statistical learning theory paradigms adapted to breast cancer diagnosis/classification using image and non-image clinical data. Int. J. Funct. Informatics Pers. Medicine 1(2): 111-139 (2008) - 1997
- [j1]John J. Heine, S. R. Deans, D. Kent Cullers, R. Stauduhar, Laurence P. Clarke:
Multiresolution Statistical Analysis of High-Resolution Digital Mammograms. IEEE Trans. Medical Imaging 16(5): 503-515 (1997)
Conference and Workshop Papers
- 2012
- [c8]Walker H. Land Jr., Xinpei Ma, Erin Barnes, Xingye Qiao, John J. Heine, Timothy Masters, Jin-Woo Park:
PNN/GRNN Ensemble Processor Design for Early Screening of Breast Cancer. Complex Adaptive Systems 2012: 438-443 - 2011
- [c7]Ravi Mathur, J. David Schaffer, Walker H. Land Jr., John J. Heine, Steven Eschrich, Timothy Yeatman:
Evolutionary computation with noise perturbation and cluster analysis to discover biomarker sets. Complex Adaptive Systems 2011: 153-158 - [c6]Walker H. Land Jr., William S. Ford, Jin-Woo Park, Ravi Mathur, Nathan Hotchkiss, John J. Heine, Steven Eschrich, Xingye Qiao, Timothy Yeatman:
Partial Least Squares (PLS) Applied to Medical Bioinformatics. Complex Adaptive Systems 2011: 273-278 - 2007
- [c5]Walker H. Land Jr., Alda Mizaku, Thomas Raway, John J. Heine, Claudia Berman, Nataliya Kovalchuk:
Advancements in Automated Diagnostic Mammography. BIBE 2007: 251-256 - 2006
- [c4]Maria Kallergi, Ernest Wollin, John J. Heine, Nataliya Kovalchuk, Anand Manohar:
Magnetic Resonance Electrical Impedance Mammography: A Pilot Study. Digital Mammography / IWDM 2006: 468-474 - [c3]Maria Kallergi, John J. Heine, Bradley J. Lucier:
Observer Evaluations of Wavelet Methods for the Enhancement and Compression of Digitized Mammograms. Digital Mammography / IWDM 2006: 482-489 - 2005
- [c2]Walker H. Land, John J. Heine, Mark J. Embrechts, Tom Smith, Robert Choma, Lut Wong:
New approach to breast cancer CAD using partial least squares and kernel-partial least squares. Image Processing 2005 - 1998
- [c1]John J. Heine, Maria Kallergi, Steven M. Chetelat, Laurence P. Clarke:
Multiresolution Wavelet Approach for Separating the Breast Region from the Background in High Resolution Digital Mammography. Digital Mammography / IWDM 1998: 295-298
Coauthor Index
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