What Is Machine Learning?

[1]  J. Kwon,et al.  Deep Learning Algorithm to Predict Need for Critical Care in Pediatric Emergency Departments , 2019, Pediatric emergency care.

[2]  Jasjit S. Suri,et al.  The present and future of deep learning in radiology. , 2019, European journal of radiology.

[3]  Christopher P. Bonafide,et al.  Machine learning models for early sepsis recognition in the neonatal intensive care unit using readily available electronic health record data , 2019, PloS one.

[4]  Tadahiro Goto,et al.  Machine Learning–Based Prediction of Clinical Outcomes for Children During Emergency Department Triage , 2019, JAMA network open.

[5]  A. Hale,et al.  Machine-learning analysis outperforms conventional statistical models and CT classification systems in predicting 6-month outcomes in pediatric patients sustaining traumatic brain injury. , 2018, Neurosurgical focus.

[6]  Aaron Y. Lee,et al.  Artificial intelligence and deep learning in ophthalmology , 2018, British Journal of Ophthalmology.

[7]  Rishikesan Kamaleswaran,et al.  Applying Artificial Intelligence to Identify Physiomarkers Predicting Severe Sepsis in the PICU* , 2018, Pediatric critical care medicine : a journal of the Society of Critical Care Medicine and the World Federation of Pediatric Intensive and Critical Care Societies.

[8]  R. Wetzel,et al.  Applying Machine Learning to Pediatric Critical Care Data* , 2018, Pediatric critical care medicine : a journal of the Society of Critical Care Medicine and the World Federation of Pediatric Intensive and Critical Care Societies.

[9]  R. Mikolajczyk,et al.  Development and validation of a diagnostic model for early differentiation of sepsis and non-infectious SIRS in critically ill children - a data-driven approach using machine-learning algorithms , 2018, BMC Pediatrics.

[10]  David T. W. Jones,et al.  DNA methylation-based classification of central nervous system tumours , 2018, Nature.

[11]  Yizhao Ni,et al.  Developing and evaluating a machine learning based algorithm to predict the need of pediatric intensive care unit transfer for newly hospitalized children. , 2014, Resuscitation.

[12]  Cheng Soon Ong,et al.  Open science in machine learning , 2014, Implementing Reproducible Research.

[13]  Christopher Leckie,et al.  Applications of Class-Conditional Conformal Predictor in Multi-class Classification , 2013, 2013 12th International Conference on Machine Learning and Applications.

[14]  Andreas Krause,et al.  Contextual Gaussian Process Bandit Optimization , 2011, NIPS.

[15]  Sergio A. Alvarez,et al.  Neural expert networks for faster combined collaborative and content-based recommendation , 2011, J. Comput. Methods Sci. Eng..

[16]  Joachim M. Buhmann,et al.  Optimized expected information gain for nonlinear dynamical systems , 2009, ICML '09.

[17]  Gunnar Rätsch,et al.  mGene.web: a web service for accurate computational gene finding , 2009, Nucleic Acids Res..

[18]  Carl E. Rasmussen,et al.  The Need for Open Source Software in Machine Learning , 2007, J. Mach. Learn. Res..

[19]  James Morton,et al.  Experts , 2004, Mad by the Millions.

[20]  Sergio A. Alvarez,et al.  NVIS: an interactive visualization tool for neural networks , 2001, IS&T/SPIE Electronic Imaging.

[21]  Ashesh Mahidadia,et al.  Machine Learning , 2010, Scientific Data Mining and Knowledge Discovery.

[22]  Shigeo Abe DrEng.  Pattern Classification , 2001, Springer London.