Gregory Cooper
Gregory Cooper
Professor of Biomedical Informatics, University of Pittsburgh
Email verificata su pitt.edu
Titolo
Citata da
Citata da
Anno
Causation, prediction, and search
P Spirtes, CN Glymour, R Scheines, D Heckerman
MIT press, 2000
84412000
A Bayesian method for the induction of probabilistic networks from data
GF Cooper, E Herskovits
Machine learning 9 (4), 309-347, 1992
56511992
The computational complexity of probabilistic inference using Bayesian belief networks
GF Cooper
Artificial intelligence 42 (2-3), 393-405, 1990
30161990
The ALARM monitoring system: A case study with two probabilistic inference techniques for belief networks
IA Beinlich, HJ Suermondt, RM Chavez, GF Cooper
AIME 89, 247-256, 1989
10471989
A simple algorithm for identifying negated findings and diseases in discharge summaries
WW Chapman, W Bridewell, P Hanbury, GF Cooper, BG Buchanan
Journal of biomedical informatics 34 (5), 301-310, 2001
9922001
Computation, causation, and discovery
CN Glymour, GF Cooper
Aaai Press, 1999
4821999
Probabilistic diagnosis using a reformulation of the INTERNIST-1/QMR knowledge base
MA Shwe, B Middleton, DE Heckerman, M Henrion, EJ Horvitz, ...
Methods of information in Medicine 30 (04), 241-255, 1991
4081991
Obtaining well calibrated probabilities using bayesian binning
MP Naeini, G Cooper, M Hauskrecht
Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015
3432015
Derivation, validation, and potential treatment implications of novel clinical phenotypes for sepsis
CW Seymour, JN Kennedy, S Wang, CCH Chang, CF Elliott, Z Xu, S Berry, ...
Jama 321 (20), 2003-2017, 2019
3402019
A Bayesian method for constructing Bayesian belief networks from databases
GF Cooper, E Herskovits
Uncertainty Proceedings 1991, 86-94, 1991
3151991
A Bayesian approach to causal discovery
D Heckerman, C Meek, G Cooper
Computation, causation, and discovery 19, 141-166, 1999
2931999
NESTOR: A Computer-Based Medical Diagnostic Aid That Integrates Causal and Probabilistic Knowledge.
GF Cooper
STANFORD UNIV CA DEPT OF COMPUTER SCIENCE, 1984
2711984
Causal discovery from a mixture of experimental and observational data
GF Cooper, C Yoo
arXiv preprint arXiv:1301.6686, 2013
2612013
Bayesian network anomaly pattern detection for disease outbreaks
WK Wong, AW Moore, GF Cooper, MM Wagner
Proceedings of the 20th International Conference on Machine Learning (ICML…, 2003
2522003
A method for using belief networks as influence diagrams
GF Cooper
arXiv preprint arXiv:1304.2346, 2013
2472013
An evaluation of machine-learning methods for predicting pneumonia mortality
GF Cooper, CF Aliferis, R Ambrosino, J Aronis, BG Buchanan, R Caruana, ...
Artificial intelligence in medicine 9 (2), 107-138, 1997
2381997
Reflection and action under scarce resources: Theoretical principles and empirical study
EJ Horvitz, GF Cooper, DE Heckerman
IJCAI 2, 1121-1127, 1989
2171989
A simple constraint-based algorithm for efficiently mining observational databases for causal relationships
GF Cooper
Data Mining and Knowledge Discovery 1 (2), 203-224, 1997
2141997
Kutato: An entropy-driven system for construction of probabilistic expert systems from databases
EH Herskovits, GF Cooper
arXiv preprint arXiv:1304.1088, 2013
2032013
Accelerating US EHR adoption: How to get there from here. Recommendations based on the 2004 ACMI retreat
B Middleton, WE Hammond, PF Brennan, GF Cooper
Journal of the American Medical Informatics Association 12 (1), 13-19, 2005
1962005
Il sistema al momento non pu eseguire l'operazione. Riprova pi tardi.
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