Artificial intelligence framework for simulating clinical decision-making: A Markov decision process approach
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Kris K. Hauser | Casey C. Bennett | Kris K. Hauser | Kristina Hauser | Casey C. Bennett | Kris K. Hauser | Casey C. Bennett | Kris K. Hauser | Casey C. Bennett | Kris K. Hauser
[1] Andrew J. Schaefer,et al. Modeling hospital discharge policies for patients with pneumonia-related sepsis , 2008 .
[2] Michael L. Littman,et al. A tutorial on partially observable Markov decision processes , 2009 .
[3] Anne-Laure Boulesteix,et al. Microarray-based classification and clinical predictors: on combined classifiers and additional predictive value , 2008, Bioinform..
[4] Casey C. Bennett,et al. Clinical Productivity System - A Decision Support Model , 2011, ArXiv.
[5] P. Cochat,et al. Et al , 2008, Archives de pediatrie : organe officiel de la Societe francaise de pediatrie.
[6] Oguzhan Alagoz,et al. Markov Decision Processes: A Tool for Sequential Decision Making under Uncertainty , 2010, Medical decision making : an international journal of the Society for Medical Decision Making.
[7] Barry L. Duncan,et al. Using Formal Client Feedback to Improve Retention and Outcome: Making Ongoing, Real-time Assessment Feasible , 2006 .
[8] Peter Norvig,et al. Artificial Intelligence: A Modern Approach , 1995 .
[9] Andrew J. Schaefer,et al. The Optimal Time to Initiate HIV Therapy Under Ordered Health States , 2008, Oper. Res..
[10] E. McGlynn,et al. The quality of health care delivered to adults in the United States. , 2003, The New England journal of medicine.
[11] Joelle Pineau,et al. Online Planning Algorithms for POMDPs , 2008, J. Artif. Intell. Res..
[12] S. Pauker,et al. The Markov Process in Medical Prognosis , 1983, Medical decision making : an international journal of the Society for Medical Decision Making.
[13] M Kim,et al. A Markov decision process approach to temporal modulation of dose fractions in radiation therapy planning , 2009, Physics in medicine and biology.
[14] Casey C. Bennett,et al. Data Mining and Electronic Health Records: Selecting Optimal Clinical Treatments in Practice , 2011, DMIN.
[15] Casey C. Bennett,et al. Data Mining Session-Based Patient Reported Outcomes (PROs) in a Mental Health Setting: Toward Data-Driven Clinical Decision Support and Personalized Treatment , 2011, 2011 IEEE First International Conference on Healthcare Informatics, Imaging and Systems Biology.
[16] A. Campbell,et al. Outcome rating scale and session rating scale in psychological practice: clinical utility of ultra-brief measures , 2009 .
[17] Vimla L. Patel,et al. Review: A Primer on Aspects of Cognition for Medical Informatics , 2001, J. Am. Medical Informatics Assoc..
[18] Bonnie Kaplan,et al. Evaluating informatics applications - clinical decision support systems literature review , 2001, Int. J. Medical Informatics.
[19] Peter Szolovits,et al. The coming of age of artificial intelligence in medicine , 2009, Artif. Intell. Medicine.
[20] I. Kohane. The twin questions of personalized medicine: who are you and whom do you most resemble? , 2009, Genome Medicine.
[21] Athanassios,et al. Australia and New Zealand Health Policy Open Access Medical Decision Making for Patients with Parkinson Disease under Average Cost Criterion , 2022 .
[22] Aaas News,et al. Book Reviews , 1893, Buffalo Medical and Surgical Journal.
[23] James E. Stahl,et al. Pharmacoeconomics 2008; 26 (2): 131-148 , 2012 .
[24] Kim-Leng Poh,et al. Time-critical dynamic decision modeling in medicine , 2002, Comput. Biol. Medicine.
[25] P. Meehl. Causes and effects of my disturbing little book. , 1986, Journal of personality assessment.
[26] Li Liu,et al. Improved breast cancer prognosis through the combination of clinical and genetic markers , 2007, Bioinform..
[27] Milos Hauskrecht,et al. Planning treatment of ischemic heart disease with partially observable Markov decision processes , 2000, Artif. Intell. Medicine.
[28] M. Bauer. A review of quantitative studies of adherence to mental health clinical practice guidelines. , 2002, Harvard review of psychiatry.
[29] Dambisa Moyo. Winner Take All , 2013 .
[30] M. Rosenthal,et al. Beyond pay for performance--emerging models of provider-payment reform. , 2008, The New England journal of medicine.
[31] François Bousquet,et al. Multi-agent simulations and ecosystem management: a review , 2004 .
[32] J. Rodriguez,et al. Problem (1) , 1994 .
[33] Todd Hester and Peter Stone. An Empirical Comparison of Abstraction in Models of Markov Decision Processes , 2009 .
[34] Archis Ghate,et al. A Markov decision process approach to multi-category patient scheduling in a diagnostic facility , 2011, Artif. Intell. Medicine.
[35] Andrew J. Schaefer,et al. Modeling Medical Treatment Using Markov Decision Processes , 2005 .
[36] T Y Leong,et al. Dynamic decision modeling in medicine: a critique of existing formalisms. , 1993, Proceedings. Symposium on Computer Applications in Medical Care.
[37] Peter R. Orszag,et al. The challenge of rising health care costs--a view from the Congressional Budget Office. , 2007, The New England journal of medicine.
[38] Milind Tambe,et al. Applying Multi-Agent Techniques to Cancer Modeling , 2011 .
[39] A. Elstein,et al. Clinical problem solving and diagnostic decision making: selective review of the cognitive literature , 2002, BMJ : British Medical Journal.
[40] G. G. Stokes. "J." , 1890, The New Yale Book of Quotations.
[41] Bart De Moor,et al. Predicting the prognosis of breast cancer by integrating clinical and microarray data with Bayesian networks , 2006, ISMB.
[42] J. Tarpley,et al. How long does it take to train a surgeon? , 2009, BMJ : British Medical Journal.