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Microsoft Academic understands the meaning of words, it doesn’t just match keywords to content.

For example, when you type “Microsoft,” it knows you mean the institution, and shows you papers authored

Time is running out for healthcare startups to apply to the MedCity INVEST Pitch Perfect competition!

The healthcare AI market is projected to reach $34 billion worldwide by 2025, according to Tractica, and this momentum is creating both fear and excitement about its role in the years to come.

In 2019, the partnership between AI and humans in the healthcare industry will become more mainstream, as more physicians investigate and adopt the technologies utilizing artificial intelligence in their hospitals to witness the impact of AI on their own practice.

As we consider AI’s expansion across the entire healthcare industry, here are some specific areas where I believe AI will make the most impact in 2019, as it continues to shape the modern physician’s toolkit.

After a patient receives a coronary CT scan, AI can be applied to create accurate and precise quantitative 3D models of the patient’s arteries, including areas of disease and blockage that limit blood supply to the heart muscle.

These AI-enabled models can then be used in conjunction with powerful computer algorithms applied to solve the complex equations of blood flow and assess the impact of blockages, aiding physicians in determining, vessel by vessel, if sufficient blood is reaching the heart.

The announcement of the new Apple Watch ability to record electrocardiograms (ECGs) and use AI to detect common heart arrhythmias means that other fitness trackers must also begin introducing clinical applications for their devices or run the risk of being left behind.

However, in order to reach physicians in the first place, AI technology companies must put the time into first understanding and appreciating the medical problems, then developing these tools and pushing them through the appropriate regulatory pathway.

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