Hollow-tree Super: a directional and scalable approach for feature importance in boosted tree models

Authors: Doyen, Stephane, Taylor, Hugh, Nicholas, Peter, Crawford, Lewis, Young, Isabella, Sughrue, Michael

Subject Terms: Statistics - Machine Learning, Computer Science - Machine Learning, Statistics - Methodology

Access URL: http://arxiv.org/abs/2104.03088

Machine Learning Decomposition of the Anatomy of Neuropsychological Deficit in Alzheimer's Disease and Mild Cognitive Impairment.

Authors: Dong, Ningxin, Fu, Changyong, Li, Renren, Zhang, Wei, Liu, Meng, Xiao, Weixin, Taylor, Hugh M., Nicholas, Peter J., Tanglay, Onur, Young, Isabella M., Osipowicz, Karol Z., Sughrue, Michael E., Doyen, Stephane P., Li, Yunxia

Source: Frontiers in Aging Neuroscience; 5/3/2022, Vol. 14, p1-15, 15p

Subject Terms: COGNITION disorders, BIOMARKERS, ALZHEIMER'S disease, MACHINE learning, MAGNETIC resonance imaging, NEUROPSYCHOLOGICAL tests, DESCRIPTIVE statistics, ARTIFICIAL neural networks, RECEIVER operating characteristic curves, LONGITUDINAL method, NEURORADIOLOGY

Comparison of consistency between image guided and craniometric transcranial magnetic stimulation coil placement.

Authors: Young, Isabella M., Osipowicz, Karol, Mackenzie, Alana, Clarke, Oliver, Taylor, Hugh, Nicholas, Peter, Ryan, Mark, Holle, Jonas, Tanglay, Onur, Doyen, Stephane, Sughrue, Michael E.

Source: Brain Stimulation; Nov2022, Vol. 15 Issue 6, p1465-1466, 2p

Functional connectivity in ADHD children doing Go/No-Go tasks: An fMRI systematic review and meta-analysis

Authors: Kim, Sihyong J., Tanglay, Onur, Chong, Elizabeth H. N., Young, Isabella M., Fonseka, Rannulu D., Taylor, Hugh, Nicholas, Peter, Doyen, Stephane, Sughrue, Michael E.

Source: Translational Neuroscience; December 2023, Vol. 14 Issue: 1

An agile, data driven approach for target selection in rTMS therapy for anxiety symptoms.

Authors: Young, Isabella M., Taylor, Hugh M., Nicholas, Peter J., Mackenzie, Alana, Tanglay, Onur, Dadario, Nicholas B., Osipowicz, Karol, Doyen, Stephane, Teo, Charles, Sughrue, Michael E.

Source: Brain Stimulation; Jul2023, Vol. 16 Issue 4, pN.PAG-N.PAG, 1p

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