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Author

P. Patil

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Open access 2025

Predictive Modeling of Orthopedic Surgical Outcomes in a Global Orthopedic Device Manufacturer’s Implant Procedures Using AdaBoost and Support Vector Regression

Global Orthopedic Device Manufacturer’s is a leader in musculoskeletal health innovation through advanced orthopedic implant solutions. This study examines the relationships between implant size, patient age, bone density, surgical time, and functional outcomes in joint replacement procedures. Understanding these varia...

Rajendra Kattunga, Bilquis Ali, P. Patil · 0 citations
Open access 2025

Evaluation of Financial Performance Indicators Using Ensemble Machine Learning Techniques: A Case Study of a Diversified Industrial Enterprise

Financial performance evaluation plays an important part in understanding firms’ operational efficiency and profitability. This study examines the link between important financial input parameters—Revenue, Earnings before Interest, Taxes, Depreciation, and Amortization (EBITDA), and Profit Margin—and the output paramet...

Rajendra Kattunga, Bilquis Ali, P. Patil · 0 citations

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