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This article discusses the current developments in sensing technologies and computational methods in biomedical engineering, with a focus on the impact of AI and machine learning. It highlights the use of wearable sensors, imaging technologies, and image-based diagnostic software in medical applications. The article also mentions the importance of validation studies and reviews in this field.