AI Articles and Reports in Healthcare

Explore articles and reports related to artificial intelligence in healthcare, including coverage of diagnostics, pharma, drug development, medical billing, and more.

Big Data in Pharma and Life Sciences - AI and Data Management

Big Data in Pharma and Life Sciences – AI and Data Management

We've spoken to many leaders in healthcare and pharma over the last half a decade, and when it comes to AI, the most pressing challenge that healthcare and pharma leaders report is that they're unsure of how to streamline and structure their data in a way that lets them build machine learning models. Healthcare companies are stuck in the data consolidation phase of their potential AI initiatives while vendor after vendor is trying to sell them on a new application that the company might not even be close to ready for.

Natural Language Processing in Pharma - Current Applications

Natural Language Processing in Pharma – Current Applications

Natural language processing (NLP) seems to see less use in pharma than AI approaches such as machine vision and predictive analytics, but nevertheless there are a few applications for NLP in pharma. The industry deals mostly with structured data, but in some business areas, unstructured data is the norm. In this article, we discuss how natural language processing can help pharmaceutical companies make sense of their unstructured data and use it to make decisions.

Data Management Challenges in the Healthcare Industry

Overcoming Data Challenges for AI in the Healthcare Industry

Episode Summary: There's a lot of venture money pouring into artificial intelligence in healthcare. From pharma to hospitals and beyond, the potential applications in healthcare are promising. 

Machine Vision In Pharma - Current Applications

Machine Vision In Pharma – Current Applications

Business leaders in pharmaceuticals may be concerned with how machine vision will affect their operations in the clinical and scientific departments more than those of packaging and administration. However, prioritizing these types of operations may not provide the ROI as it’s hyped up to be. Instead, there are many possibilities for machine vision in pharmaceuticals related to packaging, shipping, and data entry.

Predictive Analytics in the Pharma - Current Applications

Predictive Analytics in Pharma – Current Applications

It may feel as though AI applications like machine vision and natural language processing hold the most potential value to pharmaceutical companies because of their capabilities to intake and transform unstructured medical data. This is especially true with machine vision, as medical imaging data can be used across multiple departments when analyzed by AI software.

Natural Language Processing in Healthcare – Current Applications

Natural Language Processing in Healthcare – Current Applications

When it comes to the healthcare industry, one might be able to think of numerous use cases for AI approaches like machine vision or predictive analytics. However, the applications of natural language processing (NLP) in healthcare are just as varied.

Healthcare

Explore articles and reports related to artificial intelligence in healthcare, including coverage of diagnostics, pharma, drug development, medical billing, and more.