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Diagnosing Musculoskeletal Conditions using Artifical Intelligence and Machine Learning to Aid Interpretation of Clinical Imaging

Specificaties
Paperback, blz. | Engels
Elsevier Science | e druk, 2024
ISBN13: 9780443328923
Rubricering
Elsevier Science e druk, 2024 9780443328923
€ 225,39
Levertijd ongeveer 8 werkdagen

Samenvatting

Bone deformations can lead to musculoskeletal disorders and negatively impact on individual quality of life. Early and accurate detection of bone deformation is crucial for effective medical intervention. Diagnosing Musculoskeletal Conditions Using Artificial Intelligence and Machine Learning to Aid Interpretation of Clinical Imaging outlines a comprehensive approach that integrates Artificial Intelligence (AI) and Machine Learning (ML) techniques to identify bone deformations promptly and accurately. By leveraging advanced image analysis and pattern recognition, this approach aims to revolutionize the field of orthopedic diagnostics. This book covers challenges, technologies, applications, and future trends of AI and ML in Bone Deformation, addressing advanced and innovative techniques, frameworks, methodologies, and practical implementations of machine learning to get early predictions of Bone deformation. Written by experts in the field for researchers, surgeons, students, and instructors interested in musculoskeletal conditions.

Specificaties

ISBN13:9780443328923
Taal:Engels
Bindwijze:Paperback

Inhoudsopgave

1. An Introductory approach for Bone Deformities, Osteoarthrosis, Osteoporosis, and Spondylosis of Spine using Machine Learning<br>2. Identification and Classification of Musculoskeletal Conditions using Artificial Intelligence and Machine Learning<br>3. Early-stage detection of osteoarthritis of the joints (hip and knee) using Machine Learning<br>4. Bone cancer classification and detection using Machine Learning techniques<br>5. Identification of the risk of osteoporosis in older Vietnamese women using Artificial Intelligence and Machine Learning<br>6. Identification of Paget's Disease in the Human body using Artificial Intelligence and Machine Learning<br>7. Identification of Osteonecrosis using Artificial Intelligence and Machine Learning<br>8. Identification and Classification of Rheumatoid Arthritis using Artificial Intelligence and Machine Learning<br>9. Early detection approach for Analysis of Osteoarthritis using Artificial Intelligence and Machine Learning<br>10. Pre-analysis of ankylosing spondylitis using Machine Learning<br>11. Analysis and identification of gout flares using Machine Learning<br>12. Impact of Amyloidosis on Bones and its relationship with dementia<br>13. Real-world application of Machine learning in Bone Deformities identification<br>14. Conclusion
€ 225,39
Levertijd ongeveer 8 werkdagen

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        Diagnosing Musculoskeletal Conditions using Artifical Intelligence and Machine Learning to Aid Interpretation of Clinical Imaging