John J. Heine

According to our database, John J. Heine authored at least 14 papers between 1997 and 2020.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2020

Empirically-derived synthetic populations to mitigate small sample sizes.

Erin E. Fowler, Anders Berglund, Michael J. Schell, Thomas A. Sellers, Steven Eschrich, John J. Heine

J. Biomed. Informatics, 2020

2012

PNN/GRNN Ensemble Processor Design for Early Screening of Breast Cancer.

Walker H. Land Jr., Xinpei Ma, Erin Barnes, Xingye Qiao, John J. Heine, Timothy Masters, Jin-Woo Park

Proceedings of the Complex Adaptive Systems 2012 Conference, 2012

2011

Evolutionary computation with noise perturbation and cluster analysis to discover biomarker sets.

Ravi Mathur, J. David Schaffer, Walker H. Land Jr., John J. Heine, Steven Eschrich, Timothy Yeatman

Proceedings of the Complex Adaptive Systems 2011 Conference, 2011

Partial Least Squares (PLS) Applied to Medical Bioinformatics.

Walker H. Land Jr., William S. Ford, Jin-Woo Park, Ravi Mathur, Nathan Hotchkiss, John J. Heine, Steven Eschrich, Xingye Qiao, Timothy Yeatman

Proceedings of the Complex Adaptive Systems 2011 Conference, 2011

Perturbation and candidate analysis to combat overfitting of gene expression microarray data.

Ravi Mathur, J. David Schaffer, Walker H. Land Jr., John J. Heine, Jonathan M. Hernandez, Timothy Yeatman

Int. J. Comput. Biol. Drug Des., 2011

Statistical learning techniques applied to epidemiology: a simulated case-control comparison study with logistic regression.

John J. Heine, Walker H. Land Jr., Kathleen M. Egan

BMC Bioinform., 2011

2010

A kernel approach for ensemble decision combinations with two-view mammography applications.

Walker H. Land Jr., Dan Margolis, Maria Kallergi, John J. Heine

Int. J. Funct. Informatics Pers. Medicine, 2010

2008

New statistical learning theory paradigms adapted to breast cancer diagnosis/classification using image and non-image clinical data.

Walker H. Land Jr., John J. Heine, Thomas Raway, Alda Mizaku, Nataliya Kovalchuk, Jack Y. Yang, Mary Qu Yang

Int. J. Funct. Informatics Pers. Medicine, 2008

2007

Advancements in Automated Diagnostic Mammography.

Walker H. Land Jr., Alda Mizaku, Thomas Raway, John J. Heine, Claudia Berman, Nataliya Kovalchuk

Proceedings of the 7th IEEE International Conference on Bioinformatics and Bioengineering, 2007

2006

Magnetic Resonance Electrical Impedance Mammography: A Pilot Study.

Maria Kallergi, Ernest Wollin, John J. Heine, Nataliya Kovalchuk, Anand Manohar

Proceedings of the Digital Mammography, 2006

Observer Evaluations of Wavelet Methods for the Enhancement and Compression of Digitized Mammograms.

Maria Kallergi, John J. Heine, Bradley J. Lucier

Proceedings of the Digital Mammography, 2006

2005

New approach to breast cancer CAD using partial least squares and kernel-partial least squares.

Walker H. Land, John J. Heine, Mark J. Embrechts, Tom Smith, Robert Choma, Lut Wong

Proceedings of the Medical Imaging 2005: Image Processing, 2005

1998

Multiresolution Wavelet Approach for Separating the Breast Region from the Background in High Resolution Digital Mammography.

John J. Heine, Maria Kallergi, Steven M. Chetelat, Laurence P. Clarke

Proceedings of the Digital Mammography, 1998

1997

Multiresolution Statistical Analysis of High-Resolution Digital Mammograms.

John J. Heine, S. R. Deans, D. Kent Cullers, R. Stauduhar, Laurence P. Clarke

IEEE Trans. Medical Imaging, 1997