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machine-learning 19

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Machine learning calculators Medical image recognition through Deep Learning algorithms Machine learning approaches to enhance claims and registry data analyses Machine learning for bundled payments applied to total knee replacement procedures Machine Learning Leveraging the economic value of participation in a trauma registry. Enhancing the effectiveness of chronic pain prevention through in-silico trials and Artificial Intelligence. Self-report assessment and its value to different stakeholders. Streamlining data collection by machine learning-based prediction of physical tests and self-reported scores. Implementation and de-implementation science applied to machine learning models. Data anonymization reversal through machine learning. Integration of machine learning decision support systems into surgical workflow. Artificial intelligence and bundled payment programs: how it works. Potential Solutions to the Collection of Data on Social Determinants of Health Machine learning for bundled payment progams in Orthopedic Surgery. Machine learning and outcomes improvement based on claims and registry data Opportunities to improve hospital operations, quality of care, and cost. Machine learning and de-identified data. Two-stage prediction of hospital readmission using machine learning.

sporedata 10

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Data analysis workflow at SporeData Project workflow at SporeData. Risk sharing model for grant proposal writing. Data Science support. Remote data collection at SporeData. Data reports Patient-centered communication Proposal preparation workflow at SporeData Thinking about what we do. Our policy on intellectual property.

cat 4

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Self-report assessment and its value to different stakeholders. Research platforms and competitive advantage. Specialty-specific CAT systems as a platform in clinical research. Adressing weaknesses when measuring longitudinal outcomes through an Ecological Momentary Assessment (EMA) system.

computerized-adaptive-testing 4

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Redcap and custom item banks for Computerized Adaptive Testing (CAT). Computerized Adaptive Testing (CAT) to facilitate data collection and outcomes assessment Computerized Adaptive Testing (CAT) Health utilities: addressing the condition specific vs. general assessment issue through Computerized Adaptive Testing.

data-collection 4

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Remote data collection at SporeData. Computerized Adaptive Testing (CAT) to facilitate data collection and outcomes assessment Potential Solutions to the Collection of Data on Social Determinants of Health Agile Data Science operations for clinical research registries

data 3

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Presentation at UERJ - Brazil Data reports Innovative products and clinicaltrials.gov.

workflow 3

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Data analysis workflow at SporeData Streamlining data collection by machine learning-based prediction of physical tests and self-reported scores. Proposal preparation workflow at SporeData

artificial-intelligence 2

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Machine Learning Artificial intelligence and bundled payment programs: how it works.

claims-data 2

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Machine learning approaches to enhance claims and registry data analyses Machine learning for bundled payments applied to total knee replacement procedures

clinical-trials 2

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Affordable multisite trials Bayesian adaptive trials

data-science 2

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Data Science support. Most frequently used Data Science methods at SporeData

de-implementation-science 2

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Leveraging the economic value of participation in a trauma registry. Implementation and de-implementation science applied to machine learning models.

methods 2

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Presentation at UERJ - Brazil Machine learning and outcomes improvement based on claims and registry data

natural-language-processing 2

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Leveraging the economic value of participation in a trauma registry. Natural Language Processing (NLP)

prevention-trials 2

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Enhancing the effectiveness of chronic pain prevention through in-silico trials and Artificial Intelligence. Prevention vaccine trials and Data Science approaches.

registries 2

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De-identification methods applied to electronic health records and registry data. Potential Solutions to the Collection of Data on Social Determinants of Health

registry 2

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Machine learning approaches to enhance claims and registry data analyses Machine learning for bundled payments applied to total knee replacement procedures

research 2

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Continuous delivery environments for research and innovation ecosystems. Starting your research career as a clinical faculty member.

research-registries 2

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Additional trends in relation to registries. Agile Data Science operations for clinical research registries

self-report 2

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Self-report assessment and its value to different stakeholders. Computerized Adaptive Testing (CAT)

transmedia 2

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Communicating results through transmedia. Additional trends in relation to registries.

adaptive-randomization 1

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Bayesian adaptive trials

affordable 1

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Affordable multisite trials

agile 1

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Agile Data Science operations for clinical research registries

agile-workflow 1

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Thinking about what we do.

anonymization 1

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Data anonymization reversal through machine learning.

assessment 1

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Computerized Adaptive Testing (CAT)

bayesian-adaptive-design 1

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Bayesian adaptive trials

bayesian-analysis 1

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Additional trends in relation to registries.

bayesian-networks 1

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Modeling complex relationships among biological, psychological, and social risk factors.

behavioral-interventions 1

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Prevention vaccine trials and Data Science approaches.

bundled-payment 1

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Machine learning for bundled payment progams in Orthopedic Surgery.

bundled-payment-program 1

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Artificial intelligence and bundled payment programs: how it works.

bundled-payment-programs 1

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Leveraging the economic value of participation in a trauma registry.

calculators 1

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Machine learning calculators

career 1

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Starting your research career as a clinical faculty member.

causality 1

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The difference between moderation and mediation: cardiac surgery and blood transfusion.

chatbots 1

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Opportunities to improve hospital operations, quality of care, and cost.

chronic-pain 1

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Enhancing the effectiveness of chronic pain prevention through in-silico trials and Artificial Intelligence.

clinical-aplications 1

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Most frequently used Data Science methods at SporeData

clinical-faculty 1

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Starting your research career as a clinical faculty member.

clusters 1

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Analyzing probability sampled survey data.

communication 1

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Patient-centered communication

competitive-advantage 1

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Research platforms and competitive advantage.

computer-aided-diagnosis 1

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Medical image recognition through Deep Learning algorithms

condition-specific 1

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Health utilities: addressing the condition specific vs. general assessment issue through Computerized Adaptive Testing.

continuous-delivery 1

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Continuous delivery environments for research and innovation ecosystems.

convolutional-neural-networks 1

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Medical image recognition through Deep Learning algorithms

copy-editing 1

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Improving the quality of communication in grant proposals.

crosswalk 1

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Challenges in the transition from ICD-9 to ICD-10 coding

ct.gov 1

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Innovative products and clinicaltrials.gov.

custom-item-banks 1

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Redcap and custom item banks for Computerized Adaptive Testing (CAT).

data-analysis 1

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Data analysis workflow at SporeData

data-enrichment 1

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Agile Data Science operations for clinical research registries

data-management 1

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Semi-automating data management for electronic health record and claims datasets.

de-identification 1

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De-identification methods applied to electronic health records and registry data.

de-identified-data 1

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Machine learning and de-identified data.

decision-support 1

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Integration of machine learning decision support systems into surgical workflow.

deep-learning 1

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Medical image recognition through Deep Learning algorithms

design 1

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Thinking about what we do.

digital-pathology 1

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Project presentation for the Digital Pathology Alliance.

ehr 1

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Phenotyping: high precision in the creation of patient cohorts based on electronic health record data.

electronic-health-record 1

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De-identification methods applied to electronic health records and registry data.

ema 1

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Adressing weaknesses when measuring longitudinal outcomes through an Ecological Momentary Assessment (EMA) system.

ethics 1

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Data anonymization reversal through machine learning.

fda 1

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Project presentation for the Digital Pathology Alliance.

free-text 1

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Natural Language Processing (NLP)

funding 1

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Presentation at UERJ - Brazil

general-conditions 1

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Health utilities: addressing the condition specific vs. general assessment issue through Computerized Adaptive Testing.

grant-proposals 1

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Improving the quality of communication in grant proposals.

graphical-representation 1

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Improving the quality of communication in grant proposals.

hipaa 1

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De-identification methods applied to electronic health records and registry data.

hospitals 1

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Opportunities to improve hospital operations, quality of care, and cost.

icd-10 1

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Challenges in the transition from ICD-9 to ICD-10 coding

icd-9 1

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Challenges in the transition from ICD-9 to ICD-10 coding

image-recognition 1

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Project presentation for the Digital Pathology Alliance.

implementation-de-implementation 1

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Additional trends in relation to registries.

implementation-science 1

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Implementation and de-implementation science applied to machine learning models.

innovation 1

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Continuous delivery environments for research and innovation ecosystems.

intellectual-property 1

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Our policy on intellectual property.

item-response-theory 1

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Computerized Adaptive Testing (CAT)

machine-learning-competitions 1

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Project presentation for the Digital Pathology Alliance.

marketing 1

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Research platforms and competitive advantage.

mediation 1

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The difference between moderation and mediation: cardiac surgery and blood transfusion.

medical-image-classification 1

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Medical image recognition through Deep Learning algorithms

missing-data 1

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Semi-automating data management for electronic health record and claims datasets.

moderation 1

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The difference between moderation and mediation: cardiac surgery and blood transfusion.

multilevel 1

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Analyzing multilevel data.

multiple-risk-factors 1

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Modeling complex relationships among biological, psychological, and social risk factors.

networking 1

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Improving the quality of communication in grant proposals.

operations 1

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Opportunities to improve hospital operations, quality of care, and cost.

orthopedic-surgery 1

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Machine learning for bundled payment progams in Orthopedic Surgery.

outcomes-assessment 1

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Computerized Adaptive Testing (CAT) to facilitate data collection and outcomes assessment

patient-centered 1

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Self-report assessment and its value to different stakeholders.

patient-centered-methods 1

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Patient-centered communication

patient-centered-research 1

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Additional trends in relation to registries.

personalization 1

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Machine learning calculators

personalized-prediction 1

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Machine Learning

phenotyping 1

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Phenotyping: high precision in the creation of patient cohorts based on electronic health record data.

platform 1

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Research platforms and competitive advantage.

platform-trials 1

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Prevention vaccine trials and Data Science approaches.

precision-medicine 1

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Machine Learning

presentation 1

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Presentation at UERJ - Brazil

preventable 1

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Two-stage prediction of hospital readmission using machine learning.

privacy 1

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De-identification methods applied to electronic health records and registry data.

project 1

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Data analysis workflow at SporeData

project-workflow 1

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Project workflow at SporeData.

propensity-scores 1

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Semi-automating data management for electronic health record and claims datasets.

ptsd 1

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Modeling complex relationships among biological, psychological, and social risk factors.

random-effects 1

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Analyzing multilevel data.

readmission 1

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Two-stage prediction of hospital readmission using machine learning.

redcap 1

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Redcap and custom item banks for Computerized Adaptive Testing (CAT).

regulatory 1

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Data anonymization reversal through machine learning.

remote 1

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Remote data collection at SporeData.

reporting-guidelines 1

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Improving the quality of communication in grant proposals.

reports 1

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Data reports

research-platform 1

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Specialty-specific CAT systems as a platform in clinical research.

research-proposals 1

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Risk sharing model for grant proposal writing.

research-results 1

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Communicating results through transmedia.

response-adaptive-randomization 1

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Bayesian adaptive trials

risk-prediction 1

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Machine Learning

risk-sharing 1

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Risk sharing model for grant proposal writing.

sample-size-reassessment 1

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Bayesian adaptive trials

sampling 1

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Analyzing probability sampled survey data.

self-reported-scores 1

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Streamlining data collection by machine learning-based prediction of physical tests and self-reported scores.

shared-decision-making 1

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Machine learning calculators

social-determinants-of-health 1

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Potential Solutions to the Collection of Data on Social Determinants of Health

specialty-specific 1

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Specialty-specific CAT systems as a platform in clinical research.

strata 1

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Analyzing probability sampled survey data.

structural-equation-modeling 1

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Modeling complex relationships among biological, psychological, and social risk factors.

support 1

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Data Science support.

surgery 1

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Integration of machine learning decision support systems into surgical workflow.

survey 1

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Analyzing probability sampled survey data.

surveys 1

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Remote data collection at SporeData.

trials 1

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Innovative products and clinicaltrials.gov.

uerj 1

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Presentation at UERJ - Brazil

utility-assessment 1

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Health utilities: addressing the condition specific vs. general assessment issue through Computerized Adaptive Testing.

vaccines 1

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Prevention vaccine trials and Data Science approaches.

value-based-care 1

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Machine learning for bundled payment progams in Orthopedic Surgery.

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