Synthetic learning machines

by Ishwaran, Hemant, Malley, James D
Published 2014

The disconnect between classical biostatistics and the biological data mining community

by Malley, James D, Moore, Jason H
Published 2013

Innovation is often unnerving: the door into summer

by Malley, James D, Moore, Jason H
Published 2014

First complex, then simple

by Malley, James D, Moore, Jason H
Published 2014

A Kinetic Analysis of Calcium-Triggered Exocytosis

by Blank, Paul S., Vogel, Steven S., Malley, James D., Zimmerberg, Joshua
Published 2001

The limits of p-values for biological data mining

by Malley, James D, Dasgupta, Abhijit, Moore, Jason H
Published 2013

O brave new world that has such machines in it

by Malley, James D, Malley, Karen G, Moore, Jason H
Published 2014

Using Multivariate Machine Learning Methods and Structural MRI to Classify Childhood Onset Schizophrenia and Healthy Controls

by Greenstein, Deanna, Malley, James D., Weisinger, Brian, Clasen, Liv, Gogtay, Nitin
Published 2012

Risk estimation using probability machines

by Dasgupta, Abhijit, Szymczak, Silke, Moore, Jason H, Bailey-Wilson, Joan E, Malley, James D
Published 2014

Detecting gene-gene interactions using a permutation-based random forest method

by Li, Jing, Malley, James D., Andrew, Angeline S., Karagas, Margaret R., Moore, Jason H.
Published 2016

Global analysis of X-chromosome dosage compensation

by Gupta, Vaijayanti, Parisi, Michael, Sturgill, David, Nuttall, Rachel, Doctolero, Michael, Dudko, Olga K, Malley, James D, Eastman, P Scott, Oliver, Brian
Published 2006

Performance of random forests and logic regression methods using mini-exome sequence data

by Kim, Yoonhee, Li, Qing, Cropp, Cheryl D, Sung, Heejong, Cai, Juanliang, Simpson, Claire L, Perry, Brian, Dasgupta, Abhijit, Malley, James D, Wilson, Alexander F, Bailey-Wilson, Joan E
Published 2011

The Clinical Phenotypes of the Juvenile Idiopathic Inflammatory Myopathies

by Shah, Mona, Mamyrova, Gulnara, Targoff, Ira N., Huber, Adam M., Malley, James D., Rice, Madeline Murguia, Miller, Frederick W., Rider, Lisa G.
Published 2013

r2VIM: A new variable selection method for random forests in genome-wide association studies

by Szymczak, Silke, Holzinger, Emily, Dasgupta, Abhijit, Malley, James D., Molloy, Anne M., Mills, James L., Brody, Lawrence C., Stambolian, Dwight, Bailey-Wilson, Joan E.
Published 2016