Titlebook: Advances in Deep Generative Models for Medical Artificial Intelligence; Hazrat Ali,Mubashir Husain Rehmani,Zubair Shah Book 2023 The Edito

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https://doi.org/10.1007/978-3-319-22819-8r vision have produced robust deep learning (DL) techniques able to effectively learn complex interactions between space and time for prediction. This chapter presents an overview of different medical applications of spatiotemporal DL for prognostic and diagnostic predictive tasks, and how they buil

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https://doi.org/10.1007/978-3-319-22819-8ives skin its color. Sun exposure to bodily parts is the primary cause of cancer. The formation of a new pigment, changes to an existing mole, or unusual growth on the skin are all indicators of malignancy. A patient with melanoma who receives early detection and treatment has a 99% probability of s

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Nicolas Malaquin,Véronique Tu,Francis Rodierd during the process of auscultation, which involves listening to the sounds produced by the heart. Recent research has focused on identifying representative features and patterns from heart signals to precisely detect abnormal heart sounds. Short-time Fourier transforms (STFT) based spectrograms ha

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,Deep Learning Approaches for End-to-End Modeling of Medical Spatiotemporal Data,ge from long-standing subjects of debate such as abortion, punishment, and freedom of expression, to more recent controversies such as those over gene editing, military drones, and statues honoring Confederate soldiers. Part I focuses on the criminal justice system, including issues that arise befor

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Advanced Deep Learning for Heart Sounds Classification,ork.Appeals to students looking to bring their favourite popMuch philosophical work on pop culture apologises for its use; using popular culture is a necessary evil, something merely useful for reaching the masses with important philosophical arguments. But works of pop culture are important in thei