How AI models are transforming evidence-based predictions

Oleg Teterin
4 min readSep 2, 2023

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AI is everywhere now. Every sector is taking the help of AI to make predictions. Through Machine Learning we can make computer to think like a human and do as a human. But, in a perfect and accurate way. That too at anytime and anywhere. Especially in the case of Healthcare Innovation, we are getting new ideas to take care of Health with predictive analysis. By combining various models there are new innovative ideas that are being produced. We can make new drugs and new way of treatments for patients. This way of treatment is giving right predictions with 95–100% of accuracy at most of the cases. This is now highly used in increasing the Longevity. Finding out the One can take care of their health at any conditions. Regular fitness is checked out. Alerts for the upcoming chances of dangerous diseases is predicted out correctly with AI models.

It is not possible to make personalized healthcare for everyone at all the times. That’s why we need this new form of Healthcare Innovation to create a change. These models will maintain separate dataset analysis for each patient. With linear regression we can make the comparison with inputs and outputs and AI models will make the necessary predictions to make it to the output. The status of the patient is always traced correctly and always follows the health trends. People who want to make their bodies to reduce aging and go back to their fit form from any stage can opt for the AI predictive models. From getting the right supplements and food to daily routine and time to be spent on several things are predicted.

These special AI models are also can understand any literature and reports and make for predictions. It can understand any natural language as it is trained for NLP (natural language processing). The input data will go for vigorous data insights and are studied statistically. Normal person would make a tough time to give these deep insights in less time. At physical treatments also AI predictions are bringing up huge changes. Machines are operating themselves with predictive analysis. In finding the right doctor, clinics, and medicines. Patient’s data and medical records are analysed for suggesting lab tests and these tests can be run with or without physical location. Many of the big biotechnological companies are opting for these model predictions. With deadliest viruses and life taking climate conditions, every second makes a count. In emergency conditions where we need to make the correct prediction within less time AI models will help a lot.

These health predictions are the most helpful in the case of obesity, stroke, various types of cancer and HIV. Diseases which show immediate reaction on our bodies with very less symptoms to show are predicted with various measured biomarkers. These AI models can use various hundreds of markers to make the prediction right. People are so obsessed with loosing weight, especially women. One small change on their face, belly fat will make people go mad about them. These happens because we are not organized. Even if we are then we miss the minute details in the process of working. Human of any age can start working on longevity and plan for further ages. The number of centenarians is increasing in the world. The biggest reason for this is increasing in technology. Because we are able to make the correct prediction regarding the health, we can tackle most dangerous diseases. Earlier this was not possible. It was end for those who were suffering from cancer or affected with viruses. Only because of the advanced technology, we are able to save millions of lives. With increasing population each year, it will be tough to provide personalized medicine. We can make remote Healthcare treatments possible. Even in case of testing, scanned images. You can get AI predicted reports in fraction of seconds and user friendly chatbots for better understanding between human and machine. The patients can take cure of themselves for small/medium health problems. In the past 5–10 years, healthcare innovations have gone to advanced levels. In far remote places, countries people are being served which was not possible earlier. Many of the underdeveloped and developing countries are getting better in curing health and saving lives. With more evolutions of AI after 2020 we are stepping into the age of AI. In next ten years people can better themselves and increase their Longevity. With more investments coming in this sector, Research & Development will help to make much better predictions in improving healthcare services. This will avoid any small mistakes due to which many surgeries and diagnostics are becoming wrong. Decreasing in the average age of human beings will start getting positive by constantly making innovations that will change our lifestyle.

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