基本信息
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职业迁徙
个人简介
I am a professor in the Department of Biostatistics and Medical Informatics at the University of Wisconsin, and an affiliate faculty member in the Department of Computer Sciences. I am the Director of the Center for Predictive Computational Phenotyping, one of the NIH's Centers of Excellence for Big Data Computing. I am also the Director of the NIH/NLM-funded Computation and Informatics in Biology and Medicine (CIBM) Training Program, and a member of the Institute for Clinical and Translational Research, the Carbone Cancer Center, and the Genome Center of Wisconsin.
I am also involved in the large and vibrant machine learning and quantitative biology research groups at the University of Wisconsin.
Publications
A. Kolb, K. Lee, I. Larsen, M. Craven and C. Brandt (2016).
Quantitative Trait Locus Based Virulence Determinant Mapping of the HSV-1 Genome in Murine Ocular Infection: Genes Involved in Viral Regulatory and Innate Immune Networks Contribute to Virulence.
PLoS Pathogens
K. Lee, A. Kolb, Y. Sverchkov, J. Cuellar, M. Craven and C. Brandt (2015).
Recombination Analysis of Herpes Simplex Virus Type 1 Reveals a Bias towards GC Content and the Inverted Repeat Region.
Journal of Virology 89(14):7214-7223.
M. Cevik, M. A. Ergun, N. K. Stout, A. Trentham-Dietz, M. Craven and O. Alagoz (2015).
Using Active Learning for Speeding up Calibration in Simulation Models.
Medical Decision Making.
S. E. Tevis, A. G. Cobian, H. P. Truong, M. W. Craven and G. D. Kennedy (2015).
Implications of Multiple Complications on the Postoperative Recovery of General Surgery Patients.
Annals of Surgery.
D. Chasman, Y.-H. Ho, D. Berry, C. Nemec, M. MacGilvray, A. Merrill, J. Hose, M. V. Lee, J. Will, J. Coon, A. Ansari, M. Craven and A. Gasch (2014).
Pathway Connectivity and Signaling Coordination in the Yeast Stress-Activated Signaling Network.
Molecular Systems Biology 10(11):759.
D. Chasman, B. Gancarz, L. Hao, M. Ferris, P. Ahlquist and M. Craven (2014).
Inferring Host Gene Subnetworks Involved in Viral Replication.
PLoS Computational Biology 10(5).
L. Hao, Q. He, Z. Wang, M. Craven, M. Newton and P. Ahlquist (2013).
Limited Agreement of Independent RNAi Screens for Virus-Required Host Genes Owes More to False-Negative than False-Positive Factors.
PLoS Computational Biology 9(9).
H. Shatkay and M. Craven (2012).
Mining the Biomedical Literature.
MIT Press.
E. Kawaler, A. Cobian, P. Peissig, D. Cross, S. Yale and M. Craven (2012).
Learning to Predict Post-Hospitalization VTE Risk from EHR Data.
Proceedings of the American Medical Informatics Association (AMIA) Annual Symposium.
研究兴趣
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CELL GENOMICSno. 1 (2024): 100466-100466
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