Search Results - "Haeberle, Heather S."

Machine Learning and Artificial Intelligence: Definitions, Applications, and Future Directions by Helm, J. Matthew, Swiergosz, Andrew M., Haeberle, Heather S., Karnuta, Jaret M., Schaffer, Jonathan L., Krebs, Viktor E., Spitzer, Andrew I., Ramkumar, Prem N.

“…Purpose of Review With the unprecedented advancement of data aggregation and deep learning algorithms, artificial intelligence (AI) and machine learning (ML)…”
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Remote Patient Monitoring Using Mobile Health for Total Knee Arthroplasty: Validation of a Wearable and Machine Learning–Based Surveillance Platform by Ramkumar, Prem N., Haeberle, Heather S., Ramanathan, Deepak, Cantrell, William A., Navarro, Sergio M., Mont, Michael A., Bloomfield, Michael, Patterson, Brendan M.

“…Recent technologic advances capable of measuring outcomes after total knee arthroplasty (TKA) are critical in quantifying value-based care. Traditionally…”
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Social Media and Total Joint Arthroplasty: An Analysis of Patient Utilization on Instagram by Ramkumar, Prem N., MD MBA, Navarro, Sergio M., BS BS, Haeberle, Heather S., BA, Chughtai, Morad, MD, Flynn, Megan E., MD, Mont, Michael A., MD

“…Abstract Objectives The purpose of this observational study was to investigate and analyze the nature of the shared content of lower extremity total joint…”
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Reduced bone loss in a murine model of postmenopausal osteoporosis lacking complement component 3 by MacKay, Danielle L., Kean, Thomas J., Bernardi, Kristina G., Haeberle, Heather S., Ambrose, Catherine G., Lin, Feng, Dennis, James E.

“…ABSTRACT The growing field of osteoimmunology seeks to unravel the complex interdependence of the skeletal and immune systems. Notably, we and others have…”
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Artificial intelligence-based applications in shoulder surgery leaves much to be desired: a systematic review by Gupta, Puneet, Haeberle, Heather S., Zimmer, Zachary R., Levine, William N., Williams, Riley J., Ramkumar, Prem N.

“…Artificial intelligence (AI) aims to simulate human intelligence using automated computer algorithms. There has been a rapid increase in research applying AI…”
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The Volume-Value Relationship in Shoulder Arthroplasty by Ramkumar, Prem N., MD, MBA, Haeberle, Heather S., BS, Iannotti, Joseph P., MD, PhD, Ricchetti, Eric T., MD

“…Improving value in shoulder arthroplasty has gained increasing importance as procedure volume increases. To enhance the value of shoulder arthroplasty, an…”
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Clinical Utility of an MRI-Based Classification System for Operative Versus Nonoperative Management of Ulnar Collateral Ligament Tears: A 2-Year Follow-up Study by Ramkumar, Prem N., Haeberle, Heather S., Navarro, Sergio M., Frangiamore, Salvatore J., Farrow, Lutul D., Schickendantz, Mark S.

“…Background: A recently introduced classification system of medial ulnar collateral ligament (UCL) tears accounting for location and severity has demonstrated…”
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Fixed and Variable Relationship Models to Define the Volume-Value Relationship in Spinal Fusion Surgery: A Macroeconomic Analysis Using Evidence-Based Thresholds by Navarro, Sergio M., Frankel, William Case, Haeberle, Heather S., Ramkumar, Prem N.

“…Objective Increased surgical volume has been associated with improved patient outcomes at the surgeon and hospital level. To date, clinically meaningful…”
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Sports Medicine and Artificial Intelligence: A Primer by Ramkumar, Prem N., Luu, Bryan C., Haeberle, Heather S., Karnuta, Jaret M., Nwachukwu, Benedict U., Williams, Riley J.

“…Artificial intelligence (AI) represents the fourth industrial revolution and the next frontier in medicine poised to transform the field of orthopaedics and…”
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Machine Learning and Primary Total Knee Arthroplasty: Patient Forecasting for a Patient-Specific Payment Model by Navarro, Sergio M., Wang, Eric Y., Haeberle, Heather S., Mont, Michael A., Krebs, Viktor E., Patterson, Brendan M., Ramkumar, Prem N.

“…Value-based and patient-specific care represent 2 critical areas of focus that have yet to be fully reconciled by today’s bundled care model. Using a…”
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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 by Ramkumar, Prem N., Navarro, Sergio M., Haeberle, Heather S., Karnuta, Jaret M., Mont, Michael A., Iannotti, Joseph P., Patterson, Brendan M., Krebs, Viktor E.

“…Value-based payment programs in orthopedics, specifically primary total hip arthroplasty (THA), present opportunities to apply forecasting machine learning…”
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Clinical and Research Medical Applications of Artificial Intelligence by Ramkumar, Prem N., Kunze, Kyle N., Haeberle, Heather S., Karnuta, Jaret M., Luu, Bryan C., Nwachukwu, Benedict U., Williams, Riley J.

“…Artificial intelligence (AI), including machine learning (ML), has transformed numerous industries through newfound efficiencies and supportive…”
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Artificial Intelligence and Machine Learning in Lower Extremity Arthroplasty: A Review by Haeberle, Heather S., Helm, James M., Navarro, Sergio M., Karnuta, Jaret M., Schaffer, Jonathan L., Callaghan, John J., Mont, Michael A., Kamath, Atul F., Krebs, Viktor E., Ramkumar, Prem N.

“…Driven by the rapid development of big data and processing power, artificial intelligence and machine learning (ML) applications are poised to expand…”
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Deep Learning Preoperatively Predicts Value Metrics for Primary Total Knee Arthroplasty: Development and Validation of an Artificial Neural Network Model by Ramkumar, Prem N., Karnuta, Jaret M., Navarro, Sergio M., Haeberle, Heather S., Scuderi, Giles R., Mont, Michael A., Krebs, Viktor E., Patterson, Brendan M.

“…The objective is to develop and validate an artificial neural network (ANN) that learns and predicts length of stay (LOS), inpatient charges, and discharge…”
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Artificial Intelligence to Identify Arthroplasty Implants From Radiographs of the Knee by Karnuta, Jaret M., Luu, Bryan C., Roth, Alexander L., Haeberle, Heather S., Chen, Antonia F., Iorio, Richard, Schaffer, Jonathan L., Mont, Michael A., Patterson, Brendan M., Krebs, Viktor E., Ramkumar, Prem N.

“…Revisions and reoperations for patients who have undergone total knee arthroplasty (TKA), unicompartmental knee arthroplasty (UKA), and distal femoral…”
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No Difference in Outcomes 12 and 24 Months After Lower Extremity Total Joint Arthroplasty: A Systematic Review and Meta-Analysis by Ramkumar, Prem N., Navarro, Sergio M., Haeberle, Heather S., Ng, Mitchell, Piuzzi, Nicolas S., Spindler, Kurt P.

“…A better understanding of how patient-reported outcome measures (PROMs) change after total knee and hip arthroplasties (TKA and THA) is needed to support the…”
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Artificial Intelligence and Arthroplasty at a Single Institution: Real-World Applications of Machine Learning to Big Data, Value-Based Care, Mobile Health, and Remote Patient Monitoring by Ramkumar, Prem N., Haeberle, Heather S., Bloomfield, Michael R., Schaffer, Jonathan L., Kamath, Atul F., Patterson, Brendan M., Krebs, Viktor E.

“…Driven by the recent ubiquity of big data and computing power, we established the Machine Learning Arthroplasty Laboratory (MLAL) to examine and apply…”
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One-Year Outcomes of the Anatomical Front and Back Reconstruction for Scapholunate Dissociation by Haeberle, Heather S., DeFrancesco, Christopher J., Yang, Brian W., Victoria, Christian, Wolfe, Scott W.

“…Anatomical front and back (ANAFAB) reconstruction addresses the critical volar and dorsal ligaments associated with scapholunate dissociation. We hypothesized…”
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Bundled Care for Hip Fractures: A Machine-Learning Approach to an Untenable Patient-Specific Payment Model by Karnuta, Jaret M, Navarro, Sergio M, Haeberle, Heather S, Billow, Damien G, Krebs, Viktor E, Ramkumar, Prem N

“…OBJECTIVES:With the transition to a value-based model of care delivery, bundled payment models have been implemented with demonstrated success in elective…”
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Preoperative Prediction of Value Metrics and a Patient-Specific Payment Model for Primary Total Hip Arthroplasty: Development and Validation of a Deep Learning Model by Ramkumar, Prem N., Karnuta, Jaret M., Navarro, Sergio M., Haeberle, Heather S., Iorio, Richard, Mont, Michael A., Patterson, Brendan M., Krebs, Viktor E.

“…The primary objective was to develop and test an artificial neural network (ANN) that learns and predicts length of stay (LOS), inpatient charges, and…”
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