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Artificial Intelligence (AI)

How AI and Machine Learning are Revolutionizing Healthcare Industry?

Among all the industries set to be impacted by artificial intelligence (AI) and machine learning (ML), the healthcare sector stands to benefit the most.

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AI and Machine Learning are Revolutionizing Healthcare Industry

Among all the industries set to be impacted by artificial intelligence (AI) and machine learning (ML), the healthcare sector stands to benefit the most.

In fact, in a report made by a consulting firm, Frost & Sullivan, it was stated that the healthcare AI market is estimated to experience a compound annual growth rate of 40% through 2021.

It is mainly because technologies like Data Science, Machine Learning, and AI are capable of improving health care outcomes by 30 to 40% while simultaneously reducing the costs of treatment in half.

Health AI Market Size
(Image Source)

As per Accenture’s reports, AI applications can create yearly savings of $150 billion by 2026 for US healthcare.

These innovative technologies are typically used in healthcare to handle the complexity and growth of medical data. These AI solutions are used in healthcare to handle the complexity and growth of medical data.The benefits offered by AI and machine learning include automated disease diagnosis, maintaining a healthy lifestyle, personalization of treatment pathways, helping patients in real-time, advancement in treatments, and cutting costs. And these are only a few.

Let’s take a look at how AI and machine learning impact the healthcare industry.

1. Improved Automated Disease Diagnosis

The medical industry is already using AI to improve medical diagnosis. For instance, the Beijing-based artificial intelligence high-tech company is using AI aided medical image diagnosis to improve reading CT scans and x-rays. Read more about Beijing-based Inversion here.

Stanford University researchers have created an AI algorithm that can spot and diagnose skin cancer. Also, Google has created an AI program to detect metastasis using high-level image recognition. The company claims 99% accuracy in metastatic breast cancer detection.

Moreover, since AI can analyze large volumes of data, it can detect disease and helps with clinical decisions.

2. Maintaining Wellness

Using AI in consumer health applications is helping people stay healthy. People don’t need a doctor as often as they used to before. Some apps encourage healthier behavior in individuals and assist in proactively managing a healthy lifestyle.

For instance, apps like MyFitnessPal can help you to track your diet programs through a database that offers nutrition information for more than 5 million foods.

AI Maintaining Wellness
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Furthermore, AI helps healthcare professionals to understand the everyday patterns and needs of the patients better. They are also able to provide better feedback, direction, and support for staying healthy.

3. Personalizing Treatment

Not all patients respond to drugs and treatment schedules in the same manner, so personalized treatment is very beneficial. However, it is difficult to identify which factors should affect the choice of treatment. This is where machine learning comes in.

Machine Learning can simplify complicated statistical work. It can help determine which characteristics indicate that a patient or a group of patients will have an appropriate response to a specific treatment.

Machine learning does this by cross-referencing similar patients and comparing their treatments and outcomes, making it much easier for doctors to design the right treatment plan.

Also, as per a new study by the Cleveland Clinic, artificial intelligence and machine learning networks can personalize radiation therapy for lung cancer. AI can learn from imaging and electronic health records. It can predict if an individual patient could fail radiation treatments, thus individualizing radiotherapy treatments for patients with lung cancers.

Yet in another study made by the Institute of Cancer Research, scientists with the help of artificial intelligence have spotted patterns in breast cancer and exposed five new types of the disease each matched to different personalized treatments.

4. Helping Patients in Real-Time

Innovative and advanced healthcare Bots today can learn and mimic human conversations, detect emotions that allow empathetic engagement with patients, incorporate Natural Language Processing, sentiment analysis, and concept mining into chat scripts, and recognize the intricate image to analyze photos, handwritten notes, and barcodes. It is not only about sending messages.

However, the primary reason why healthcare bots exist is to help patients quickly and in real-time simply by sending a message, making it great for emergencies.

Helping Patients in Real-Time Using AI
Image Source

It can even assist patients in managing medications by offering information on types of medications and recommended doses.

For instance, the Microsoft Healthcare Bot service helps healthcare organizations to build and set up an AI-powered, compliant, conversational healthcare experience.

It is suitable for healthcare providers, pharmaceutical companies, telemedicine providers, and health insurers. The Health Bot Service contains built-in scenarios including symptom checker; general information about conditions, symptoms, causes, complications, and more; find doctor type; health plan inquiries; finding providers, and scheduling appointments.

5. Advancement in Treatments

With the help of AI, new treatment methods are being generated and introduced, including robotic surgery. In 2018, over 5,000 surgical robots were used in over 1 million procedures across the world. And the procedures encompassed orthopedics, urology, gynecology, neurology, otolaryngology, rectal and colon, dental implants, hair transplants and more.

AI is also used for diabetes management. And a Boston-based Bionic Pancreas that uses machine learning has been introduced to aid adults and children with type 1 diabetes. Read more about the device here.

Potential Cost Savings in AI Applications
Image Source

Furthermore, wound healing by printing skin cells, 3D printing of human body parts and blood vessel reproduction are all made possible through AI.

6. Reduce Costs

Health Policy Brief noticed that in 2012, $300 billion was being spent on pointless healthcare costs. The costs were associated with fraud, waste, and abuse; absence of or low value-added work; and no collaboration between stakeholders.

As per Frost & Sullivan reports, AI can improve outcomes by 30- 40% and reduce the cost of treatment by as much as 50%. When there is an improvement in precision and efficiency, there will be fewer human errors. There will be a decrease in doctor visits. Moreover, doctors can obtain information from data for patients who are at risk of certain diseases to avert hospital readmissions.

If you look at the bigger scenario, as per Healthcare IT news, potential cost savings in AI applications in billions of dollars are shown as below:

Machine learning and AI have the potential to drastically change the cost and quality curve in healthcare.

7. Winding Up

AI is the game-changer in the healthcare industry. It has changed the role of the doctors and even the role of the patients. It has transformed how diseases are detected and diagnosed, how treatments are offered, helped discover new treatment methods, and it saves time and cost as well.

No doubt, challenges are being faced by AI and machine learning in the healthcare industry, but it is ever-growing and expanding. It has become an inherent part of medical care in many parts of the world.

Helpful Resources:

1. 16 Best (free) AMP – (Accelerated Mobile Pages) WordPress Plugins

2. Top 10 Artificial Intelligence (AI) App Development Trends

3. Artificial Intelligence And Its Demands To The Programmers

4. Artificial intelligence (AI): Friend or Foe to Future Designers?

5. How Augmented Reality Will Change The Future Of Design Industry

Lucy Manole is a creative content writer and strategist at Right Mix Marketing Blog. She specializes in writing about digital marketing, cybersecurity, technology, entrepreneurship and education. When she is not writing or editing, she spends time reading books, cooking and traveling.

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Artificial Intelligence (AI)

How To Get Started With Artificial Intelligence

Artificial Intelligence, among other emerging technologies, is becoming central to the continuous technical revolution, and it is evolving. Therefore it is important to learn about the fundamentals of Artificial Intelligence to understand how it changes and affects different industries.

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Why learning Artificial Intelligence is the best choice

Artificial Intelligence, among other emerging technologies, is becoming central to the continuous technical revolution, and it is evolving. Therefore it is important to learn about the fundamentals of Artificial Intelligence to understand how it changes and affects different industries.

It’s no wonder, then, that the AI industry is full of job openings — so many of them, in reality, that the area now fronts a different challenge: There are too many jobs roles and few fitted applicants. On the upside, that means it provides a virtually assured and well-paying profession for those who have got the right skills.

In this article, we wish to know all about AI, how to get started with Artificial Intelligence, why learning Artificial Intelligence is the best choice, and how to get an ideal job.

1. What is Artificial Intelligence?

Artificial Intelligence strives to imitate and transcend the ability of the human mind using nothing but devices.

The fundamental purposes of Artificial Intelligence are:

  • Expedite up repetitious methods by using humanoids or machines instead of human being
  • Out-think human minds through training and memory
  • Identify patterns and make judgments swiftly and efficiently

Artificial Intelligence strives to develop devices that conceive and reason instead of operating in a comparatively bound space with pre-built systems, methods, and results. Smart Artificial Intelligence devices identify patterns and memorize earlier events and learn from them, making each following judgment more intelligent, rational, and more original.

How To Get Started With Artificial Intelligence

AI is a significant model change in advanced computing and requires a profoundly systematic and logical way to devise machine systems that conceive and learn. In simple words, develop humanoids that are not just robots.

And though it may seem strange, AI abilities are all over the place. A few examples of Artificial Intelligence systems include speech, face and fingerprint identification (available on all smartphones and home devices), email spam blockers, virtual assistant (Siri, Alexa), customer assistance using catboats, Expert systems, game playing, an intelligent humanoid automaton, etc.

3. How to Get Started with Artificial Intelligence

Step-1: Pick a topic you are interested in

Initially, choose a topic that is interesting for you. It will assist you in staying motivated and committed in the training process. Concentrate on a specific problem and seek a solution, rather than just aimlessly reading about everything you can get on the internet.

step-2: Get a prompt solution

The aim is to get any basic solution that includes the query. You require an algorithm that will process information into an acceptable structure for machine learning, prepare a simple model, give a decision, and assess its working.

step-3: Enhance your simple explication

Once you have a simple explanation, it is time for some creative skill. Work on improving all the elements and assess the modifications to conclude whether these changes are worth your effort and time. For example, sometimes, developing preprocessing and data refining gives a tremendous gain on investments than advancing a training model itself.

Step-4: Share your Solution

Publish your solution and share it to get assessed. This will help acquire relevant guidance about your study from other intellects and add up the initial experience in your portfolio.

Follow steps one-four for other queries as well.

Pick other problems and follow the same steps for all tasks. If you have commenced with tabular data form, choose a query that includes operating with pictures or unorganized text. It is also vital to study how to form enigmas for machine learning accurately.

Finish a Kaggle competition

This competition enables you to examine your abilities, working on the same problems several other engineers work on. You will be asked to undertake various ways, picking the most efficient explications. This competition can also prepare you for collaboration as you communicate with people on the panel, exchanging your thoughts and learning from others.

Apply machine learning professionally

You have to decide what your career aims are and build your portfolio. If you are not yet ready to apply for machine learning jobs, seek more projects that will make your portfolio effective.

Artificial Intelligence (AI)

4. Why learning Artificial Intelligence is the best choice

The understanding of Artificial Intelligence initiates lots of new openings. It is sufficient to comprehend the basics of this technology to learn how machine tools work. As you study more about AI, you get an opportunity to grow as a developer who will build high-level AI applications. There are infinite opportunities in this domain.

For those who desire to start learning Artificial Intelligence, It has many options available. The internet enables everyone to enroll in online classes. Some of the courses focus on students who already have a specific level of technological expertise and converge on coding. In contrast, other Artificial Intelligence and machine learning online paths will help even those who do not have knowledge and beginners in the programming and engineering field.

5. How to take a job in Artificial Intelligence?

Humanoids may be arriving for some tasks, but they will create new job roles as well. Here are some ways to enhance your application, whether you are operating in the domain required to fill.

1. Check out the best online courses for ai and machine learning

Similar to many tech-based areas, there are numerous online courses for ai and machine learning topics, letting someone learn more about the area as a whole or gain more specialized knowledge. Some options offer ai certification online that can reinforce a resume.

2. Join outside organizations

Acquiring from others in the field can assist you in enhancing your abilities, so check out social meetups. Getting associated with organizations that allow data scientists to work on the new data, exercising and improving the skills while studying from their companions.

3. Add Quality industry experience.

Many of the in-demand AI jobs positions are technical by nature, but understanding how to interpret those advancements to other businesses or customers is crucial for any business.

4. Put a habit of reading a lot.

Those working in the Artificial Intelligence field should always be studying, and reading is a way to do that. Read a lot. Not just about your domain but all the related sectors.

5. Be prepared to grasp

AI is a swiftly advancing field, so be ready to examine as many experiences and opportunities in AI as feasible.

Keeping up to date on the most advanced research in AI is very important. There is so much progress befalling each day. This may involve seeking opportunities inside the current working place or outside. Make sure that you do not get restricted into one area.

Apart from having the standard skill-set and education, these are additional methods to be a powerful applicant for these profitable jobs.

Conclusion

Since its beginning, Artificial Intelligence has been performing a requisite role in the technology sector, advancing the quality of living across multiple enterprises. And speaking about what tomorrow endures, it is difficult to foretell. However, the way AI is developing, It appears the innovations in the following times will be fabulous.

These inventions will only be prosperous when there are well-qualified people and serve in Artificial Intelligence. Suppose you have a desire to work with this wondrous technology. In that case, it is time you check out the online classes for Artificial Intelligence which can assist you in growing an expert in the Artificial Intelligence field.

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