John J. Heine

Publication Activity (10 Years)

Years Active: 1997-2020
Publications (10 Years): 1

Top Topics

Statistical Power

Top Venues

J. Biomed. Informatics

Complex Adaptive Systems

Publications

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 (2020)
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)
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 (2011)
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)
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)
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) (2011)
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) (2010)
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) (2008)
Walker H. Land Jr., Alda Mizaku, Thomas Raway, John J. Heine, Claudia Berman, Nataliya Kovalchuk
Advancements in Automated Diagnostic Mammography. BIBE (2007)
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)
Maria Kallergi, Ernest Wollin, John J. Heine, Nataliya Kovalchuk, Anand Manohar
Magnetic Resonance Electrical Impedance Mammography: A Pilot Study. Digital Mammography / IWDM (2006)
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. Medical Imaging: Image Processing (2005)
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)
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) (1997)