Daniel J. Licht

Publication Activity (10 Years)

Years Active: 2007-2018
Publications (10 Years): 2

Top Topics

Cerebral Blood Flow

Predictive Accuracy

Cardiac Surgery

Standard Machine Learning Algorithms

Top Venues

IEEE J. Biomed. Health Informatics

J. Medical Syst.

Publications

Ali Jalali, Allan F. Simpao, Jorge A. Gálvez, Daniel J. Licht, Chandrasekhar Nataraj
Prediction of Periventricular Leukomalacia in Neonates after Cardiac Surgery Using Machine Learning Algorithms. J. Medical Syst. 42 (10) (2018)
Minhui Ouyang, Peiying Liu, Tina Jeon, Lina Chalak, Roy Heyne, Nancy K. Rollins, Daniel J. Licht, John A. Detre, Timothy P. L. Roberts, Hanzhang Lu, Hao Huang
Heterogeneous increases of regional cerebral blood flow during preterm brain development: Preliminary assessment with pseudo-continuous arterial spin labeled perfusion MRI. NeuroImage 147 (2017)
Ali Jalali, Erin M. Buckley, Jennifer M. Lynch, Peter J. Schwab, Daniel J. Licht, Chandrasekhar Nataraj
Prediction of Periventricular Leukomalacia Occurrence in Neonates After Heart Surgery. IEEE J. Biomed. Health Informatics 18 (4) (2014)
Ali Jalali, Daniel J. Licht, Chandrasekhar Nataraj
Discovering hidden relationships in physiological signals for prediction of Periventricular Leukomalacia. EMBC (2013)
Ali Jalali, Daniel J. Licht, Chandrasekhar Nataraj
Application of decision tree in the prediction of periventricular leukomalacia (PVL) occurrence in neonates after heart surgery. EMBC (2012)
Suyash P. Awate, Paul A. Yushkevich, Zhuang Song, Daniel J. Licht, James C. Gee
Cerebral cortical folding analysis with multivariate modeling and testing: Studies on gender differences and neonatal development. NeuroImage 53 (2) (2010)
Biswanath Samanta, Geoffrey L. Bird, Marijn Kuijpers, Robert A. Zimmerman, Gail P. Jarvik, Gil Wernovsky, Robert R. Clancy, Daniel J. Licht, J. William Gaynor, Chandrasekhar Nataraj
Prediction of periventricular leukomalacia. Part I: Selection of hemodynamic features using logistic regression and decision tree algorithms. Artif. Intell. Medicine 46 (3) (2009)
Biswanath Samanta, Geoffrey L. Bird, Marijn Kuijpers, Robert A. Zimmerman, Gail P. Jarvik, Gil Wernovsky, Robert R. Clancy, Daniel J. Licht, J. William Gaynor, Chandrasekhar Nataraj
Prediction of periventricular leukomalacia. Part II: Selection of hemodynamic features using computational intelligence. Artif. Intell. Medicine 46 (3) (2009)
Suyash P. Awate, Paul A. Yushkevich, Zhuang Song, Daniel J. Licht, James C. Gee
Multivariate High-Dimensional Cortical Folding Analysis, Combining Complexity and Shape, in Neonates with Congenital Heart Disease. IPMI (2009)
Suyash P. Awate, Paul A. Yushkevich, Daniel J. Licht, James C. Gee
Gender Differences in Cerebral Cortical Folding: Multivariate Complexity-Shape Analysis with Insights into Handling Brain-Volume Differences. MICCAI (1) (2009)
Zhuang Song, Suyash P. Awate, Daniel J. Licht, James C. Gee
Clinical Neonatal Brain MRI Segmentation Using Adaptive Nonparametric Data Models and Intensity-Based Markov Priors. MICCAI (1) (2007)