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This lecture delves into Convolutional Neural Networks (CNNs) and their transformative role in medical diagnostics. Participants will explore the crucial need for AI in imaging and understand how CNNs mitigate human error, significantly impacting cancer detection, pneumonia diagnosis, and brain tumor analysis. Advantages such as enhanced speed and precision, along with challenges like data requirements and interpretability, will be discussed. The session includes a review of research...