What is Deep Learning and how it helps to Healthcare Sector?

What is Deep Learning and how it helps to Healthcare Sector?

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What is Deep Learning?

Deep Learning is a kind of machine learning process that uses a layered algorithmic architecture to analyze the data and make it easier to train the machines with suitable data sets and make a fully functional AI model.

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How Deep Learning is changing the Healthcare Industry?

Currently deep learning is mainly adopted for small scale model testing or at research projects and at pre-commercialized stages. While few of the promising cases includes innovative applications for patients, and few of them surprisingly establish strategies for improving the end-users experience through IT related services in healthcare.

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Imaging Analysis and Ailment Diagnostic

Conventional neural network (CNNs) is one the type of deep learning that is used for analyzing the images like X-rays, CT Scan and MRI to diagnosis the possible diseases. This neural network technology is designed with motive to that it will process images, allowing the networks to handle the larger images and operate with better efficiency.

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Use of NLP Tools Deep learning and neural network, numerous natural language processing tools have become prevalent in the healthcare industry for translating the speech into text or converting them into dictation document with accurateness.

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Drug Research and Precision of Medicine Deep learning also works with precision medicine and drug discovery agenda to provide a most advance medical research systems to developers.

And to achieve such agenda a huge volume of genomic, clinical, population-level and healthcare training data with the goal of identifying previously unknown associations between genes, pharmaceuticals, and physical environments is required with right algorithm.

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Analysis Support The role of deep learning in clinical analysis for predictive decisions is getting stronger with hope of analyzing the variety of health conditions of different patients.

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Large Picture Slide

The Future Scenarios of Deep Learning in Healthcare The use of deep learning and NLP Sentiment Analysis with right algorithm will help to understand casual conversation in a noisy environment, giving rise to the possibility of using a comprehensive, intelligent scribe to support the burden of documentation.

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