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The role of Artificial Intelligence in Healthcare is increasing. Read about how AI, ML & NLP directly impact things like patient care, drug discovery, data.
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Artificial Intelligence Defining the Future of Healthcare www.koolstries.com
AI- The Future of Healthcare • AI leads technique & technological advancements across the various healthcare sub- sectors. • VC & PE investment trends in the domain has been dominated by heavy focus on applications that drive reduction of human involvement in routine & mechanical tasks. • Major investing companies include Google & Apple, with the former pouring in investment to the tune of $4bn since 2008 and the latter close to $1bn. • IBM’s Watson has been the subject of a lot of chatter owing to it’s success in using data to drive decision-making even in critical illnesses like cancer. www.koolstories.com
AI: A point of logical action in Healthcare • Logical action driven by data from a deep neural network. • Unforeseen data can result in unpredictable conclusions- ergo these conclusions are only used to aide healthcare professionals & individuals. • Use case exemplified by IBM’s Watson and even mobile phone healthcare apps and wearables. www.koolstories.com
AI in Patient Care & Safety • AI is capable of reducing variations in patient care. • Reduction in unnecessary risks. • Drawback : AI as a medical assistant for practitioners. www.koolstories.com
AI as a Global Health Shield- ML & NLP • AI automates data which can be sifted by NLP and ML. • Sifting through over 100,000 sources (including airline ticketing) in 65 languages, Canadian Startup, BlueDot used AI to detect a flu-like outbreak in Wuhan, China. • Prediction, Precaution & Prevention are three of key assists that AI can provide in healthcare. www.koolstories.com
AI in Drug Discovery & Treatment Methods for Healthcare • AI helps reduce manual labour in Drug Discovery & R&D. • AI helps reduce time taken for research into drugs & treatment methods. • AI helps reduce the cost of making drugs, thus making the products cheaper for patients. • Deep learning (DL), a part of ML engages artificial neural networks (ANNs) to mimic the impulses of the human brain to suggest conclusions & actions to healthcare researchers, professionals & practitioners. www.koolstories.com
Patient Discovery for Healthcare Via AI • Optical imaging camera’s help in detecting the temperature of patient. • Helpful to curb the outspread of contagious diseases. www.koolstories.com
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