Machine learning has the potential to revolutionize the healthcare industry by helping to tackle the vast amount of patient data that needs to be processed, analyzed and used by hospitals, insurance companies and other industry players.
Healthcare companies now have sophisticated tools which allow them to provide virtual healthcare assistance, recognize images on X-rays and scans for fast analysis, and complete medical coding and annotation quickly. This means that medical professionals can help prevent, diagnose and treat illnesses – and ultimately save lives – all while improving the bottom line.
Current examples of machine learning and artificial intelligence in healthcare include:
Evaluate trends, anticipate outbreaks, and forecast patient needs.
Chatbots and virtual healthcare
Provide faster and better customer service.
Advances in underwriting
Use machine learning to build stronger underwriting models based on a wide variety of data points.
There’s tremendous opportunity to improve company performance and create a better patient experience with machine learning and artificial intelligence.
How we help
Are you getting the high-quality datasets and secure data services you need to meet your machine learning needs and protect patient confidentiality and privacy?
Appen develops training data to support AI initiatives. We provide a range of services including annotation, collection and secure transcription to support your machine learning and artificial intelligence initiatives.
Our secure facilities are ISO 27001 certified and our operation is ISO 9001 accredited so you can rest assured your data will remain protected and quality controlled.
We help you enhance the following solutions
- Automatic Speech Recognition
Improve customer interactions with Automatic Speech Recognition systems by training them to better understand human language.
- Medical Imaging
Diagnose health issues more quickly and with higher degrees of accuracy.
- Semantic Search
Improve your semantic search capabilities with training data that provides user intent and context.
Improve customer interactions with TTS systems that are fluent in every language.
- Virtual Assistants and Chatbots
Train your virtual assistant or chatbot to better understand and respond to human interaction, driving higher levels of customer satisfaction.
Machine Learning Adoption by Industry: A Q&A with Stephen Woodard
As artificial intelligence and machine learning become a greater part of the business landscape, it’s interesting to see how different vertical industries are putting it to use. How does healthcare compare to the technology sector? Do geography and location play a role? To answer some of these questions, I caught up with our own Stephen Woodard from our business development …
Which AI Use Cases Can Have the Most Impact on Your Business?
With all the hype around AI, how can organizations determine where best to apply the technology?
AI Requires a Human Touch: How Appen Recruits Crowds to Improve Technology
Kerri Reynolds, Sr. VP of Human Resources and Crowdsourcing, shares insights into crowdsourcing and crowd recruiting.