Ausgabe 4/2015
Special Issue on Data Mining for Medicine and Healthcare
Inhalt (9 Artikel)
Editorial
Guest editorial: Special issue on data mining for medicine and healthcare
Fei Wang, Gregor Stiglic, Zoran Obradovic, Ian Davidson
Classification-driven temporal discretization of multivariate time series
Robert Moskovitch, Yuval Shahar
On mining latent treatment patterns from electronic medical records
Zhengxing Huang, Wei Dong, Peter Bath, Lei Ji, Huilong Duan
Probabilistic change detection and visualization methods for the assessment of temporal stability in biomedical data quality
Carlos Sáez, Pedro Pereira Rodrigues, João Gama, Montserrat Robles, Juan M. García-Gómez
Mining strong relevance between heterogeneous entities from unstructured biomedical data
Ming Ji, Qi He, Jiawei Han, Scott Spangler
Generative modeling of repositories of health records for predictive tasks
Rui Henriques, Cláudia Antunes, Sara C. Madeira
Data mining for censored time-to-event data: a Bayesian network model for predicting cardiovascular risk from electronic health record data
Sunayan Bandyopadhyay, Julian Wolfson, David M. Vock, Gabriela Vazquez-Benitez, Gediminas Adomavicius, Mohamed Elidrisi, Paul E. Johnson, Patrick J. O’Connor
A relative similarity based method for interactive patient risk prediction
Buyue Qian, Xiang Wang, Nan Cao, Hongfei Li, Yu-Gang Jiang
Constrained elastic net based knowledge transfer for healthcare information exchange
Yan Li, Bhanukiran Vinzamuri, Chandan K. Reddy