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Artificial Intelligence: Unleashing the Power of Convolutional Neural Networks (CNN) for Knee Osteoarthritis DiagnosisCNN and Knee Osteoarthritis Artificial intelligence has paved a major breakthrough in orthopedic surgery and has enabled surgeons to provide patient-specific interventions and precise decision-making. Convolutional neural networks are a subset of machine learning languages and are known for their high performance with images or audio signals which can be…CNN and Knee Osteoarthritis Artificial intelligence has paved a major breakthrough in orthopedic surgery and has enabled surgeons to provide patient-specific interventions and precise decision-making. Convolutional neural networks are a subset of machine learning languages and are known for their high performance with images or audio signals which can be used in medical diagnosis. Knee osteoarthritis is a degenerative joint disease that affects the cartilage in the knee joint, causing the degradation of the cartilage over time, hence leading to bone-on-bone contact. This is known to affect millions of people worldwide. However, the use of CNN in medical diagnosis has made it easy for this condition to be easily detected and diagnosed. CNN Diagnostic Process The use of CNN in medical diagnosis involves the analysis of medical images such as MRI and X-ray scans. Results from these scans can help to indicate any abnormalities such as the deterioration of joint cartilage as in the case of...
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Navigating the Journey: From Diagnosis to Recovery of Shoulder PainShoulder pain can be debilitating, affecting people of all ages and backgrounds. This article explores the journey individuals with shoulder pain may encounter, from understanding the root causes to implementing effective treatment strategies. It covers common causes of shoulder pain, such as rotator cuff injuries and frozen shoulder, as well…Shoulder pain can be debilitating, affecting people of all ages and backgrounds. This article explores the journey individuals with shoulder pain may encounter, from understanding the root causes to implementing effective treatment strategies. It covers common causes of shoulder pain, such as rotator cuff injuries and frozen shoulder, as well as diagnosis methods including physical examination and imaging tests. Treatment options discussed include rest and activity modification, physical therapy, medications, and surgical intervention. The importance of recovery and rehabilitation through gradual return to activity, strength and conditioning exercises, and lifestyle modifications is emphasised. Long-term management strategies are also highlighted. This comprehensive approach aims to help individuals regain function and improve their quality of life despite shoulder pain.
