Federico Girosi
#134,894
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Federico Girosieconomics Degrees
Economics
#2940
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#3338
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Econometrics
#75
World Rank
#77
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Economics
Federico Girosi's Degrees
- Bachelors Economics University of Milan
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(Suggest an Edit or Addition)Federico Girosi's Published Works
Number of citations in a given year to any of this author's works
Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author
Published Works
- Networks for approximation and learning (1990) (3728)
- Training support vector machines: an application to face detection (1997) (2933)
- Can electronic medical record systems transform health care? Potential health benefits, savings, and costs. (2005) (1771)
- Regularization Theory and Neural Networks Architectures (1995) (1432)
- Comparing support vector machines with Gaussian kernels to radial basis function classifiers (1997) (1382)
- An improved training algorithm for support vector machines (1997) (1288)
- Regularization Algorithms for Learning That Are Equivalent to Multilayer Networks (1990) (1187)
- Support Vector Machines: Training and Applications (1997) (856)
- Extensions of a Theory of Networks for Approximation and Learning (1989) (754)
- An Equivalence Between Sparse Approximation and Support Vector Machines (1998) (594)
- Networks and the best approximation property (1990) (573)
- Nonlinear prediction of chaotic time series using support vector machines (1997) (570)
- Parallel and Deterministic Algorithms from MRFs: Surface Reconstruction (1991) (513)
- Incorporating prior information in machine learning by creating virtual examples (1998) (322)
- Reducing the global burden of tuberculosis: the contribution of improved diagnostics (2006) (268)
- A computational approach to motion perception (1988) (245)
- On the Relationship between Generalization Error, Hypothesis Complexity, and Sample Complexity for Radial Basis Functions (1996) (193)
- Prevalence and sociodemographic correlates of DSM-5 eating disorders in the Australian population (2015) (192)
- Reducing the run-time complexity of Support Vector Machines (1999) (160)
- Representation Properties of Networks: Kolmogorov's Theorem Is Irrelevant (1989) (150)
- Differential techniques for optical flow (1990) (135)
- Reducing the burden of childhood malaria in Africa: the role of improved (2006) (126)
- Extrapolating evidence of health information technology savings and costs (2005) (119)
- Promoting health information technology: is there a case for more-aggressive government action? (2005) (114)
- From regularization to radial, tensor and additive splines (1993) (114)
- Some extensions of radial basis functions and their applications in artificial intelligence (1992) (99)
- A Sparse Representation for Function Approximation (1998) (98)
- Developing and interpreting models to improve diagnostics in developing countries (2006) (95)
- Parallel and deterministic algorithms from MRFs: surface reconstruction and integration (1990) (95)
- Regularization Theory, Radial Basis Functions and Networks (1994) (93)
- Generalization bounds for function approximation from scattered noisy data (1999) (89)
- The benefits of risk factor prevention in Americans aged 51 years and older. (2009) (85)
- Mathematical properties of the two-dimensional motion field: from singular points to motion parameters (1989) (83)
- Some Extensions of the K-Means Algorithm for Image Segmentation and Pattern Classification (1993) (82)
- Paying the Price: The Economic and Social Impact of Eating Disorders in Australia (2012) (79)
- On the Noise Model of Support Vector Machines Regression (2000) (73)
- Understanding the Lee-Carter Mortality Forecasting Method (2007) (72)
- Socioeconomic Correlates of Eating Disorder Symptoms in an Australian Population-Based Sample (2017) (72)
- Clustering Multivariate Time Series Using Hidden Markov Models (2014) (66)
- Reducing the burden of sexually transmitted infections in resource-limited settings: the role of improved diagnostics (2006) (63)
- From regularization to radial, tensor and additive splines (1993) (61)
- Reducing the global burden of acute lower respiratory infections in children: the contribution of new diagnostics (2006) (61)
- Securing Health: Lessons from Nation-Building Missions (2006) (53)
- Reducing stunting among children: the potential contribution of diagnostics (2006) (52)
- Constraints for the computation of optical flow (1989) (51)
- Convergence Rates of Approximation by Translates (1992) (43)
- Analysis of the Patient Protection and Affordable Care Act (H.R. 3590) (2010) (43)
- Health Information Technology: Can HIT Lower Costs and Improve Quality? (2005) (41)
- Approximation Error Bounds That Use Vc-bounds 1 (1995) (41)
- Regularization Theory and Neural Networks (1995) (36)
- Models of Noise and Robust Estimates (1991) (36)
- Hyperglycaemia in early pregnancy: the Treatment of Booking Gestational diabetes Mellitus (TOBOGM) study. A randomised controlled trial (2018) (35)
- A Connection Between GRBF and MLP (1992) (32)
- Establishing State Health Insurance Exchanges: Implications for Health Insurance Enrollment, Spending, and Small Businesses. (2011) (27)
- The COMPARE Microsimulation Model and the U.S. Affordable Care Act (2012) (25)
- Mean field theory for surface reconstruction (1989) (24)
- A Nondeterministic Minimization Algorithm (1990) (23)
- Models of Noise and Robust Estimation (1991) (22)
- People with multiple unhealthy lifestyles are less likely to consult primary healthcare (2014) (22)
- The effects of the Affordable Care Act on workers' health insurance coverage. (2010) (21)
- Prior knowledge and the creation of "virtual" examples for RBF networks (1995) (21)
- Modeling health care policy alternatives. (2010) (20)
- Estimating the Global Health Impact of Improved Diagnostic Tools for the Developing World (2007) (19)
- Employer Self-Insurance Decisions and the Implications of the Patient Protection and Affordable Care Act as Modified by the Health Care and Education Reconciliation Act of 2010 (ACA). (2011) (18)
- An investigation of relationships between disordered eating behaviors, weight/shape overvaluation and mood in the general population (2018) (16)
- Parallel and deterministic algorithms from MRFs (Markov Random Fields): Surface reconstruction and integration. Memorandum report (1989) (16)
- Overview of the COMPARE Microsimulation Model (2009) (15)
- Small firms' actions in two areas, and exchange premium and enrollment impact. (2012) (15)
- On the Relationship between Generalization Error , Hypothesis NG 1879 Complexity , and Sample Complexity for Radial Basis Functions N 00014-92-J-1879 6 (14)
- A multi-centre open-label randomised non-inferiority trial comparing watchful waiting to antibiotic treatment for acute otitis media without perforation in low-risk urban Aboriginal and Torres Strait Islander children (the WATCH trial): study protocol for a randomised controlled trial (2016) (13)
- Forecasting Global Temperature Variations by Neural Networks (1994) (13)
- Extensions of a Theory of Networks and Learning: Outliers and Negative Examples (1990) (12)
- Coupled Markov Random Fields and Mean Field Theory (1989) (12)
- Sparse Correlation Kernel Analysis and Reconstruction (1998) (11)
- A brief report on Primary Care Service Area catchment geographies in New South Wales Australia (2014) (11)
- The economic cost of bulimia nervosa and binge eating disorder: a population-based study (2021) (10)
- A framework for the identification and classification of homogeneous socioeconomic areas in the analysis of health care variation (2018) (10)
- How useful are Primary Care Service Areas? Evaluating PCSAs as a tool for measuring Primary Care Practitioner access (2016) (10)
- Notes on PCA, Regularization, Sparsity and Support Vector Machines (1998) (9)
- Digital Knowledge Ecosystem for Empowering Users to Self-manage Diabetes Through Context Specific Actionable Information (2017) (9)
- Technical Executive Summary in Support of “Can Electronic Medical Record Systems Transform Healthcare?” and “Promoting Health Information Technology” (2005) (9)
- Cost analysis of the CTLB Study, a multitherapy antenatal education programme to reduce routine interventions in labour (2018) (9)
- Analysis of healthcare service utilization after transport-related injuries by a mixture of hidden Markov models (2018) (9)
- The association between physical activity and hospital payments for acute admissions in the Australian population aged 45 and over (2019) (9)
- HyperBF: a powerful approximation technique for learning (1991) (8)
- Relationship between use of general practice and healthcare costs at the end of life: a data linkage study in New South Wales, Australia (2016) (8)
- Cohort Profile: Effectiveness of a 12-Month Patient-Centred Medical Home Model Versus Standard Care for Chronic Disease Management among Primary Care Patients in Sydney, Australia (2020) (7)
- Predicting diabetes second-line therapy initiation in the Australian population via time span-guided neural attention network (2019) (7)
- Grandfathering in the Small Group Market Under the Patient Protection and Affordable Care Act: Effects on Offer Rates, Premiums, and Coverage. (2011) (7)
- Determining the Priority Global Health Needs and Quantifying the Health Benefits Resulting From the Introduction of New Diagnostics in the Developing World (2006) (7)
- Joint Prediction of Chronic Conditions Onset: Comparing Multivariate Probits with Multiclass Support Vector Machines (2016) (6)
- Neural Networks for Signal Processing 5. Proceedings of the 1995 IEEE Workshop (5th) Held in Cambridge, MA on 31 Aug-2 Sep 95. (1995) (6)
- Bayesian logistic regression approaches to predict incorrect DRG assignment (2018) (6)
- The Impact of the Coverage-Related Provisions of the Patient Protection and Affordable Care Act on Insurance Coverage and State Health Care Expenditures in Illinois: An Analysis from RAND COMPARE. (2011) (6)
- The Impact of the Coverage-Related Provisions of the Patient Protection and Affordable Care Act on Insurance Coverage and State Health Care Expenditures in Texas: An Analysis from RAND COMPARE. (2011) (6)
- The Impact of the Coverage-Related Provisions of the Patient Protection and Affordable Care Act on Insurance Coverage and State Health Care Expenditures in California: An Analysis from RAND COMPARE. (2011) (6)
- Could we have covered more people at less cost? Technically, yes; politically, probably not. (2010) (6)
- The AEDUCATE Collaboration. Comprehensive antenatal education birth preparation programmes to reduce the rates of caesarean section in nulliparous women. Protocol for an individual participant data prospective meta-analysis (2020) (5)
- Establishing State Health Insurance Exchanges (2010) (5)
- Reducing the Global Burden of Tuberculosis (2006) (5)
- Patterns and trends of potentially inappropriate high-density lipoprotein cholesterol testing in Australian adults at high risk of cardiovascular disease from 2008 to 2014: analysis of linked individual patient data from the Australian Medicare Benefits Schedule and Pharmaceutical Benefits Scheme (2018) (5)
- Reducing bias in difference-in-differences models using entropy balancing (2020) (5)
- Evaluation Report of the First Three Years (2017-2019) of the Medicare Advantage Value-Based Insurance Design Model Test (2020) (5)
- The Impact of the Coverage-Related Provisions of the Patient Protection and Affordable Care Act on Insurance Coverage and State Health Care Expenditures in Connecticut: An Analysis from RAND COMPARE. (2011) (5)
- Measuring Relationships between Doctor Densities and Patient Visits: A Dog’s Breakfast of Small Area Health Geographies (2018) (4)
- The Impact of the Coverage-Related Provisions of the Patient Protection and Affordable Care Act on Insurance Coverage and State Health Care Expenditures in Montana: An Analysis from RAND COMPARE. (2011) (4)
- Incorporation of expert knowledge in the statistical detection of diagnosis related group misclassification (2020) (4)
- Adherence to prescribing restrictions for HER2-positive metastatic breast cancer in Australia: A national population-based observational study (2001-2016) (2018) (4)
- Correction: Analysis of healthcare service utilization after transport-related injuries by a mixture of hidden Markov models (2019) (4)
- Understanding the Lee-Carter Mortality Forecasting Method 1 (2007) (4)
- Sparse correlation kernel reconstruction (1999) (3)
- Building Digital Knowledge System Through Mobile Interfaces: The Case Study Of Mobile Application For Diabetes Management (2019) (3)
- Modeling employer self-insurance decisions after the Affordable Care Act. (2013) (3)
- How Will Health Care Reform Affect Costs and Coverage?: Examples from Five States (2011) (3)
- Artificial intelligence applications used in the clinical response to COVID-19: A scoping review (2022) (3)
- The effectiveness of patient-centred medical home model versus standard primary care in chronic disease management: protocol for a systematic review and meta-analysis of randomised and non-randomised controlled trials (2018) (3)
- A new generation of Primary Care Service Areas or general practice catchment areas (2017) (2)
- How Will Health Care Reform Affect Costs and Coverage (2011) (2)
- Summary of the Current Status of Health Insurance Enrollment in Connecticut. (2022) (2)
- Architecture For Mobile Based Information System That Empowers Users To Self-Manage Type 2 Diabetes (2019) (2)
- Analysis of the Affordable Health Care for America Act (H.R. 3962) (2010) (2)
- Health System Reconstruction and Nation-Building: (2007) (2)
- INFLATE: a protocol for a randomised controlled trial comparing nasal balloon autoinflation to no nasal balloon autoinflation for otitis media with effusion in Aboriginal and Torres Strait Islander children (2022) (2)
- Promoting Health Information Technology (2005) (2)
- Reducing Stunting Among Children (2006) (2)
- Incremental predictive value of screening for anxiety and depression beyond current type 2 diabetes risk models: a prospective cohort study (2018) (2)
- EISI: Extended inter-spike interval for mental health patients clustering based on mental health services and medications utilisation. (2022) (1)
- Deep Generative Modeling in Network Science with Applications to Public Policy Research (2020) (1)
- Diabetes and the use of primary care provider services in rural, remote and metropolitan Australia. (2021) (1)
- A Technical Supplement: Reducing the Global Burden of Acute Lower Respiratory Infections in Children (2006) (1)
- A Framework To Generate Actionable Information For Mobile Based Information System That Empowers Users To Self-Manage Type 2 Diabetes (2019) (1)
- A Technical Supplement: Estimating the Health Impact of New Antenatal Syphilis Screening Diagnostics in Africa (2006) (1)
- Assessing the Preparedness of the Australian Health Care System Infrastructure for an Alzheimer's Disease-Modifying Therapy (2019) (1)
- Increasing Subsidies and Expanding Health Insurance Options in Connecticut. (2022) (1)
- Multichannel mixture models for time-series analysis and classification of engagement with multiple health services: An application to psychology and physiotherapy utilization patterns after traffic accidents (2021) (1)
- Do Financial Incentives Affect Utilization for Chronically Ill Medicare Beneficiaries? (2022) (1)
- Continuous Stochastic Cellular Automata That Have a Stationary Distribution and No Detailed Balance (1990) (1)
- Predicting diabetes second-line therapy initiation in the Australian population via timespan-guided neural attention network (2019) (1)
- RAND COMPARE Analysis of President Obama's Proposal for Health Reform (2010) (1)
- Bayesian prediction of emergency department wait time (2022) (0)
- 4 Mouth Parametric Modeling (2007) (0)
- POL ICY INS IGHTS (0)
- Health Issues and Services, A Complex Socio-Cognitive-Technical System (2017) (0)
- Impact Small Firms ' Actions In Two Areas , And Exchange Premium And Enrollment (2012) (0)
- Learning Techniques for Adaptive Image Analysis and Object Detection (0)
- Cohort Profile: Effectiveness of a 12-month patient-centred medical home model of primary care versus standard care for chronic disease management of high risk patients in Sydney, Australia (2019) (0)
- Expanding Insurance Coverage to Undocumented Immigrants in Connecticut. (2022) (0)
- Parallel and Deterministic Algorithms from MRFs : memorandum Surface Reconstruction and Integration (0)
- Clustering Health Trajectories Using Hidden Markov Models (2013) (0)
- Clustering Health Trajectories Using Hidden Markov Models (2013) (0)
- Measuring Relationships between Doctor Densities and Patient Visits: A Dog’s Breakfast of Small Area Health Geographies (2018) (0)
- Bayesian logistic regression approaches to predict incorrect DRG assignment (2018) (0)
- Neural Networks for Signal Processing V : proceedings of the 1995 IEEE Workshop (1995) (0)
- Coverage, Spending, and Consumer Financial Risk: How Do the Recent House and Senate Health Care Bills Compare? (2010) (0)
- Bayesian prediction of emergency department wait time (2022) (0)
- -umentation Page A-2 0 1 0 (0)
- Coverage, Spending, and Consumer Financial Risk (2010) (0)
- CONTRACT OR GRANT NUmSERe) (1990) (0)
- A Technical Supplement: Reducing Stunting Among Children: The Potential Contribution of Improved Diagnostics (2006) (0)
- Strategies to Improve the Impact of Artificial Intelligence on Health Equity: Scoping Review (2023) (0)
- Prevalence and sociodemographic correlates of DSM-5 eating disorders in the Australian population (2015) (0)
- A Technical Supplement: Reducing Stunting Among Children (2006) (0)
- Demographic Forecasting (2018) (0)
- How Will the Affordable Care Act Affect Employee Health Coverage at Small Businesses (2010) (0)
- A Technical Supplement: Reducing Stunting Among (2006) (0)
- A Technical Supplement: Reducing the Burden of Sexually Transmitted Infections and HIV/AIDS in Resource-Poor Countries (2006) (0)
- Health Trajectory Clustering Using Deep Belief Networks (2016) (0)
- Health Affairs Government Action ? Promoting Health Information Technology : Is There A Case For More-Aggressive and Richard Hillestad (2005) (0)
- A clinical coding recommender system (2020) (0)
- Data Science and the Policy Completion Problem (2014) (0)
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