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ConvolutionalNeuralNetworks (CNNs) ConvolutionalNeuralNetworks ( CNNs ) are specialised Deep Learning models that process and analyse visual data. Understanding Convolution and Pooling Layers CNNs rely on two key operations: convolution and pooling.
2020 ), and to be vulnerable to model and dataextraction attacks ( Krishna et al., A plethora of language-specific BERT models have been trained for languages beyond English such as AraBERT ( Antoun et al., 2020 ) employed a CNN to compute image features, later models were completely convolution-free. 2020 ; Rust et al.,
These early efforts were restricted by scant data pools and a nascent comprehension of pathological lexicons. As we navigate the complexities associated with integrating AI into healthcare practices our primary focus remains on using this technology to maximize its advantages while protecting rights and ensuring data privacy.
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