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Miniature of Accurate Emergency Department Wait Time Prediction
Accurate Emergency Department Wait Time Prediction
  • GSB Authors: Mohsen Bayati
  • Date: 2015-11-06
  • Publication Type: Articles
  • Publication: Manufacturing & Service Operations Management
Miniature of Causal Message-Passing for Experiments with Unknown and General Network Interference
Causal Message-Passing for Experiments with Unknown and General Network Interference
  • GSB Authors: Mohsen Bayati
  • Date: 2024-09-27
  • Publication Type: Articles
  • Publication: Proceedings of the National Academy of Sciences
Miniature of Data Uncertainty in Markov Chains: Application to Cost-Effectiveness Analyses of Medical Innovations
Data Uncertainty in Markov Chains: Application to Cost-Effectiveness Analyses of Medical Innovations
  • GSB Authors: Stefanos Zenios | Mohsen Bayati
  • Date: 2018-02-28
  • Publication Type: Articles
  • Publication: Operations Research
Miniature of Universality in Polytope Phase Transitions and Message Passing Algorithms
Universality in Polytope Phase Transitions and Message Passing Algorithms
  • GSB Authors: Mohsen Bayati
  • Date: 2015-04-01
  • Publication Type: Articles
  • Publication: Annals of Applied Probability
Miniature of Predicting Primary Care Physician Burnout from Electronic Health Record Use Measures
Predicting Primary Care Physician Burnout from Electronic Health Record Use Measures
  • GSB Authors: Mohsen Bayati
  • Date: 2024-04-04
  • Publication Type: Articles
  • Publication: Mayo Clinic Proceedings
Miniature of Ensemble Methods for Causal Effects in Panel Data Settings
Ensemble Methods for Causal Effects in Panel Data Settings
  • GSB Authors: Susan Athey | Mohsen Bayati | Guido Imbens
  • Date: 2019-05-01
  • Publication Type: Articles
  • Publication: American Economic Association Papers and Proceedings
Miniature of Evidence of Upcoding in Pay-For-Performance Programs
Evidence of Upcoding in Pay-For-Performance Programs
  • GSB Authors: Mohsen Bayati
  • Date: 2018-06-07
  • Publication Type: Articles
  • Publication: Management Science
Miniature of Statistical Analysis of a Low Cost Method for Multiple Disease Prediction
Statistical Analysis of a Low Cost Method for Multiple Disease Prediction
  • GSB Authors: Mohsen Bayati
  • Date: 2016-12-08
  • Publication Type: Articles
  • Publication: Statistical Methods in Medical Research
Miniature of Generating Random Networks Without Short Cycles
Generating Random Networks Without Short Cycles
  • GSB Authors: Mohsen Bayati
  • Date: 2018-08-24
  • Publication Type: Articles
  • Publication: Operations Research
Miniature of Online Decision Making with High-Dimensional Covariates
Online Decision Making with High-Dimensional Covariates
  • GSB Authors: Mohsen Bayati
  • Date: 2019-11-07
  • Publication Type: Articles
  • Publication: Operations Research
Miniature of Patientflownet: A Deep Learning Approach to Patient Flow Prediction in Emergency Departments
Patientflownet: A Deep Learning Approach to Patient Flow Prediction in Emergency Departments
  • GSB Authors: Mohsen Bayati
  • Date: 2021-03-17
  • Publication Type: Articles
  • Publication: IEEE Access
Miniature of The Lasso Risk for Gaussian Matrices
The Lasso Risk for Gaussian Matrices
  • GSB Authors: Mohsen Bayati
  • Date: 2011-11-04
  • Publication Type: Articles
  • Publication: IEEE Transactions on Information Theory
Miniature of Active Postmarketing Drug Surveillance for Multiple Adverse Events
Active Postmarketing Drug Surveillance for Multiple Adverse Events
  • GSB Authors: Mohsen Bayati | Stefanos Zenios
  • Date: 2015-11-20
  • Publication Type: Articles
  • Publication: Operations Research
Miniature of Bargaining Dynamics in Exchange Networks
Bargaining Dynamics in Exchange Networks
  • GSB Authors: Mohsen Bayati
  • Date: 2014-02-26
  • Publication Type: Articles
  • Publication: Journal of Economic Theory
Miniature of Scalable Approximations for Generalized Linear Problems
Scalable Approximations for Generalized Linear Problems
  • GSB Authors: Mohsen Bayati
  • Date: 2016-11-21
  • Publication Type: Articles
  • Publication: Journal of Machine Learning Research
Miniature of Matrix Completion Methods for Causal Panel Data Models
Matrix Completion Methods for Causal Panel Data Models
  • GSB Authors: Susan Athey | Mohsen Bayati | Guido Imbens
  • Date: 2021-05-10
  • Publication Type: Articles
  • Publication: Journal of the American Statistical Association
Miniature of Technical Note - the Elliptical Potential Lemma for General Distributions with an Application to Linear Thompson Sampling
Technical Note - the Elliptical Potential Lemma for General Distributions with an Application to Linear Thompson Sampling
  • GSB Authors: Mohsen Bayati
  • Date: 2022-08-04
  • Publication Type: Articles
  • Publication: Operations Research
Miniature of Mostly Exploration-Free Algorithms for Contextual Bandits
Mostly Exploration-Free Algorithms for Contextual Bandits
  • GSB Authors: Mohsen Bayati
  • Date: 2020-07-27
  • Publication Type: Articles
  • Publication: Management Science
Miniature of Optimal Experimental Design for Staggered Rollouts
Optimal Experimental Design for Staggered Rollouts
  • GSB Authors: Guido Imbens | Mohsen Bayati | Susan Athey
  • Date: 2023-12-01
  • Publication Type: Articles
  • Publication: Management Science
Miniature of Frustration with Technology and Its Relation to Emotional Exhaustion Among Health Care Workers: Cross-Sectional Observational Study
Frustration with Technology and Its Relation to Emotional Exhaustion Among Health Care Workers: Cross-Sectional Observational Study
  • GSB Authors: Mohsen Bayati
  • Date: 2020-12-28
  • Publication Type: Articles
  • Publication: Journal of Medical Internet Research
Miniature of Large Language Models for Preventing Medication Direction Errors in Online Pharmacies
Large Language Models for Preventing Medication Direction Errors in Online Pharmacies
  • GSB Authors: Mohsen Bayati
  • Date: 2024-04-25
  • Publication Type: Articles
  • Publication: Nature Medicine
Miniature of Electronic Health Record Use Patterns Among Well-Being Survey Responders and Nonresponders: Longitudinal Observational Study
Electronic Health Record Use Patterns Among Well-Being Survey Responders and Nonresponders: Longitudinal Observational Study
  • GSB Authors: Mohsen Bayati
  • Date: 2024-07-31
  • Publication Type: Articles
  • Publication: JMIR Medical Informatics
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22 Articles

3 Economics

3 big data 3 stochastic models 2 adverse drug events 2 burnout 2 compressed sensing 2 electronic health record 2 iterative methods (mathematics) 2 least squares 2 matrices 2 medical informatics 2 numerical analysis 2 random matrices 2 statistical learning 2 well-being 1 C78 1 EHR 1 Gaussian processes 1 LASSO 1 Markov models 1 Markov processes 1 Medicare 1 Medicare reimbursement 1 Nash bargaining 1 Poisson approximation 1 Poisson processes 1 Thompson sampling 1 adaptive treatment allocation 1 algorithm design and analysis 1 algorithms 1 approximate message-passing 1 approximation theory 1 assignment 1 asymmetric information 1 biomedical technology 1 boundary value problems 1 calibration 1 causality 1 clinical disease prediction 1 clinical trials 1 cluster 1 community pharmacy 1 computer algorithms 1 computer simulation 1 consequences 1 contextual bandit 1 contextual bandits 1 convergence 1 cost-effectiveness analysis 1 data modeling 1 decision making 1 detection 1 dimension reduction in optimization 1 discrimination 1 drug surveillance 1 drug utilization 1 dynamic programming 1 dynamics 1 economic convergence 1 economic models 1 economic research 1 electronic health record metadata 1 electronic health records 1 electronic medical record 1 elliptical potential lemma 1 emergency management 1 emotional exhaustion 1 empirical research 1 equations 1 experiences 1 experiment design 1 exploration–exploitation 1 feature selection 1 fines (penalties) 1 fixed effects model 1 frustration with technology 1 generalization 1 generalized linear problems 1 graph theory 1 graphical models 1 greedy algorithm 1 greedy algorithms 1 gross domestic product 1 group regularization 1 health care 1 health information management 1 health information systems 1 health records 1 health-care 1 healthcare management 1 high-dimensional statistics 1 hospitals 1 individualized medicine 1 instantaneous and cumulative effects 1 interactive fixed effects 1 internet advertising 1 learning 1 longitudinal studies 1 low-rank matrix estimation 1 machine learning 1 matching 1 mathematical mappings 1 mathematical models 1 mathematical optimization 1 matrix norms 1 mean square error methods 1 medical care costs 1 medical centers 1 medical equipment 1 medical informatics applications 1 medical innovations 1 medical laws 1 medical quality control 1 medical research 1 medical students 1 message passing 1 message passing (computer science) 1 message passing algorithms 1 models 1 multitask learning 1 negotiation 1 network 1 network interference 1 network models 1 neural networks 1 noise 1 noise measurement 1 nonadaptive and adaptive experiments 1 nonlinear theories 1 nosocomial infections 1 nuclear matrix 1 observational studies 1 om practice 1 online learning 1 optimization 1 panel analysis 1 panel data 1 patient record 1 patient safety 1 patient satisfaction 1 pay-for-performance 1 personal health record 1 personalized decision making 1 phase transitions 1 physicians 1 polytope neighborliness 1 polytopes 1 professional burnout 1 public health 1 public healthcare 1 quality control 1 quality of service 1 random graphs 1 random matrix theory 1 random noise theory 1 randomization 1 regression analysis 1 response bias 1 sensitivity analysis 1 sequential decision making 1 service operations 1 simulation methods & models 1 simulation statistics 1 standard deviations 1 state evolution 1 statistical sampling 1 stochastic linear bandit 1 stochastic optimization 1 subsampling 1 supervised learning 1 surveys 1 synthetic controls 1 technology 1 time study 1 total treatment effect 1 treatment effect estimation and inference 1 uncertain parameters 1 unconfoundedness 1 universality 1 upcoding 1 use 1 user-centered design 1 vector analysis 1 vectors 1 work-life balance 1 work-life integration