Machine Learning Research

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  Clinical and Research Medical Applications of Artificial Intelligence

  Clinical and Research Medical Applications of Artificial Intelligence

  Emerging Technology Studies, Research

Clinical and Research Medical Applications of Artificial Intelligence

Prem N Ramkumar MD, MBATags: Artificial Intelligence Research, Machine Learning Research|

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  Response to letter to the editor on “Significance of external validation in clinical machine learning: let loose too early?”

  Response to letter to the editor on “Significance of external validation in clinical machine learning: let loose too early?”

  Emerging Technology Studies, Research

Response to letter to the editor on “Significance of external validation in clinical machine learning: let loose too early?”

Prem N Ramkumar MD, MBATags: Machine Learning Research, Spine Research|

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  Machine Learning and Artificial Intelligence: Definitions, Applications, and Future Directions

  Machine Learning and Artificial Intelligence: Definitions, Applications, and Future Directions

  Emerging Technology Studies, Research

Machine Learning and Artificial Intelligence: Definitions, Applications, and Future Directions

Prem N Ramkumar MD, MBATags: Artificial Intelligence Research, Machine Learning Research, Musculoskeletal Injury Research|

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  Development and Validation of a Machine Learning Algorithm After Primary Total Hip Arthroplasty: Applications to Length of Stay and Payment Models

  Development and Validation of a Machine Learning Algorithm After Primary Total Hip Arthroplasty: Applications to Length of Stay and Payment Models

  Hip Studies, Research

Development and Validation of a Machine Learning Algorithm After Primary Total Hip Arthroplasty: Applications to Length of Stay and Payment Models

Prem N Ramkumar MD, MBATags: Machine Learning Research, Total Hip Arthroplasty Research|

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  Can a machine learning model accurately predict patient resource utilization following lumbar spinal fusion?

  Can a machine learning model accurately predict patient resource utilization following lumbar spinal fusion?

  Emerging Technology Studies, Research

Can a machine learning model accurately predict patient resource utilization following lumbar spinal fusion?

Prem N Ramkumar MD, MBATags: Machine Learning Research, Spine Research|

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  Bundled Care for Hip Fractures: A Machine-Learning Approach to an Untenable Patient-Specific Payment Model

  Bundled Care for Hip Fractures: A Machine-Learning Approach to an Untenable Patient-Specific Payment Model

  Research, Value Based Care Studies

Bundled Care for Hip Fractures: A Machine-Learning Approach to an Untenable Patient-Specific Payment Model

Prem N Ramkumar MD, MBATags: Hip Fracture Research, Machine Learning Research|

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  Artificial Intelligence and Machine Learning in Lower Extremity Arthroplasty: A Review

  Artificial Intelligence and Machine Learning in Lower Extremity Arthroplasty: A Review

  Emerging Technology Studies, Research

Artificial Intelligence and Machine Learning in Lower Extremity Arthroplasty: A Review

Prem N Ramkumar MD, MBATags: Artificial Intelligence Research, Machine Learning Research, Total Hip Arthroplasty Research, Total Knee Arthroplasty Reserch|

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  Predicting Inpatient Payments Prior to Lower Extremity Arthroplasty Using Deep Learning: Which Model Architecture Is Best?

  Predicting Inpatient Payments Prior to Lower Extremity Arthroplasty Using Deep Learning: Which Model Architecture Is Best?

  Research, Value Based Care Studies

Predicting Inpatient Payments Prior to Lower Extremity Arthroplasty Using Deep Learning: Which Model Architecture Is Best?

Prem N Ramkumar MD, MBATags: Machine Learning Research, Total Hip Arthroplasty Research, Total Knee Arthroplasty Reserch|

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  Remote Patient Monitoring Using Mobile Health for Total Knee Arthroplasty: Validation of a Wearable and Machine Learning-Based Surveillance Platform

  Remote Patient Monitoring Using Mobile Health for Total Knee Arthroplasty: Validation of a Wearable and Machine Learning-Based Surveillance Platform

  Emerging Technology Studies, Research

Remote Patient Monitoring Using Mobile Health for Total Knee Arthroplasty: Validation of a Wearable and Machine Learning-Based Surveillance Platform

Prem N Ramkumar MD, MBATags: Machine Learning Research, Total Knee Arthroplasty Reserch|

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  Response to Letter to the Editor on “Machine Learning and Primary Total Knee Arthroplasty: Patient Forecasting for a Patient-Specific Payment Model”

  Response to Letter to the Editor on “Machine Learning and Primary Total Knee Arthroplasty: Patient Forecasting for a Patient-Specific Payment Model”

  Emerging Technology Studies, Research

Response to Letter to the Editor on “Machine Learning and Primary Total Knee Arthroplasty: Patient Forecasting for a Patient-Specific Payment Model”

Prem N Ramkumar MD, MBATags: Machine Learning Research, Total Knee Arthroplasty Reserch|