| Autor: |
Birendra Singh Dhami, Monika Mehra, Ravinder Pal Singh |
| Rok vydání: |
2022 |
| Předmět: |
|
| Zdroj: |
International Journal for Research in Applied Science and Engineering Technology. 10:678-683 |
| ISSN: |
2321-9653 |
| Popis: |
In older citizens, Osteoarthritis (OA) in the knees is a frequent cause of restriction in movement and significant decline in their overall wellbeing. Early OA evaluation and treatment can prevent further progression. The accurate evaluation of a visual examination by a doctor is subject to different interpretations and heavily reliant on the degree of expertise that the doctor has. In this study, we use a method called deep learning (VGG16) to determine the severity of knee pain immediately. Simple Xray pictures collected from Kaggle are evaluated and divided into five grades. This model successfully reached a mean precision of 0.858 and a recall of 92.2 percent for knee osteoarthritis grading. |
| Databáze: |
OpenAIRE |
| Externí odkaz: |
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