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Research Essay (Main Body) Machine Learning in the healthcare sector

The ability of computers to mimic intelligent human behaviour is known as machine learning, which is a particular branch of artificial intelligence (Brown, 2021). There are numerous ways that machine learning and artificial intelligence can be used in medicine, and these applications have many positive effects and advantages.   The first use is for identifying, diagnosing, and treating diseases. A client of IBM's created a predictive AI model that can identify sepsis in infants, and it was proven to be 75% accurate. Additionally, machine learning models may monitor the vital signs of a critically ill patient and can issue a warning if any danger factors appear. Because AI is can learn and store preferences, personalised therapies are now possible. A 24/7 AI virtual assistant that can offer advice or address any questions or concerns a patient might have based on their prior medical history or propensity can therefore be made available to them by the healthcare system. (IBM). Suppor...

Rsearch Essay (Conclusion and References) Machine Learning in the healthcare sector

Finally, machine learning has benefited medical practice. Despite the possibility of some ambiguity or doubt. The advantages greatly exceed the drawbacks. Indeed, machine learning has saved numerous lives, and when new knowledge and technological improvements are made, new opportunities will open up (Davenport & Kalakota, 2019). References Ahmad, M.A., Eckert, C. and Teredesai, A., 2018, August. Interpretable machine learning in healthcare. In  Proceedings of the 2018 ACM international conference on bioinformatics, computational biology, and health informatics  (pp. 559-560). Brown, S. (2021) Machine Learning, explained , MIT Sloan . Available at: https://mitsloan.mit.edu/ideas-made-to-matter/machine-learning-explained (Accessed: October 27, 2022). Cech, L. (2022) Sepsis-detection AI has the potential to prevent thousands of deaths , The Hub . Available at: https://hub.jhu.edu/2022/07/21/artificial-intelligence-sepsis-detection/ (Accessed: October 25, 2022). Chen, I.Y., Pi...

Research Essay (Introduction) Machine Learning in the healthcare sector

"Health is the greatest of human blessings," declared Hippocrates II (Goodreads). The majority of people believe this is true, which is why humans have gone to tremendous lengths to create technologies that can help preserve life. A thorough hospital study found that thanks to a novel artificial intelligence system created at Johns Hopkins University that can recognise signs hours sooner than conventional methods, patients have a 20% lower risk of dying from sepsis (Cech, 2022). This essay will go into great detail on the role machine learning plays in healthcare and demonstrate how AI can save countless lives.

Main Project :

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Machine learning And AI Machine learning is a branch of Artificial Intelligence, which can be defined as the ability of machines to emulate intelligent human behavior with the use of algorithms, gradually increasing the accuracy. Algorithms are trained to make classifications or predictions with the use of statistical methods( IBM Cloud Education, 2020). (Leetaru, 2019) Machine learning is transforming technology and has a number of benefits to several major sectors, these include; (Soffar, 2019) Healthcare:  Machine learning can be used to identify illnesses, for instance cancer cells or heart diseases. It can also used for specified treatments based on a patient's genetic makeup. With the help of Automation, apps can analyze a patient's condition. Education:  In Education, machine learning can be used to detect and uncover cheating and plagiarism among students. It can help students achieve greater results in school by creating tailor made lessons for each student. Transport...

Computer ethics In AI

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Commandment 1: Thou shalt not use a computer to harm other people: If it is unethical to harm people by making a bomb, for example, it is equally bad to write a program that handles the timing of the bomb. Or, to put it more simply, if it is bad to steal and destroy other people’s books and notebooks, it is equally bad to access and destroy their files Commandment 4: Thou shalt not use a computer to steal: Using a computer to break into the accounts of a company or a bank and transferring money should be judged the same way as robbery. It is illegal and there are strict laws against it. (computer skills and research class DMUIC,  2022) (Ucl, 2022) The commandments above are linked to what hackers or people with terrible intentions could use Artificial Intelligence to do. Although all the ten commands are important and no single one is more important the other. This blog would mainly discuss on the three above. There a number of ways in which artificial intelligence could be prone t...

Initial Project Plan (Gantt chart)

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This an image of a Gantt chart. A Gantt chart is a visual representation of a project schedule. It displays tasks and the progress of these tasks. Additionally, it displays the various of timelines of different tasks and bars. It is one of the most commonly used tools for Project management. For instance heavy building projects which include bridges, dams, highways or software development projects and other projects. (Grant, 2022) Reference Grant, M. (2022) Gantt charting: Definition, benefits, and how they're used , Investopedia . Investopedia. Available at: https://www.investopedia.com/terms/g/gantt-chart.asp (Accessed: October 24, 2022).

Initial Idea 1 :

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Artificial Intelligence Artificial Intelligence is the field of computer science that deals with the development and programming of computers to be able to reason, to learn, to adapt and to be able to self-correct (Kok et al. (2009) pp.270-299). In essence it is the extension of human behavior and intelligence through the use of computers. (Council of Europe, 2018) There are many benefits of Artificial Intelligence, AI can perform difficult, complex work easily in a short period of time and faster than humans, for instance, complex math equations can be done in an instant, whereas it would take a longer time for a human. Computers, when programmed to can be more efficient than human and can perform multiple tasks at the same time. humans are prone to error unlike computers, which would perform a task in the most perfect way it is programmed to (Khanzode et al. (2020) 9(1) p.3). There are also areas that computers can explore that would almost mean certain death for a human, for instanc...