Case Study
Use Case in Healthcare Industry
Empowering companies big and small
Healthcare use case
Artificial intelligence is changing the healthcare industry. It allows medical practitioners to use big datasets that help diagnose and treat diseases in the field of radiology, pathology, gastroenterology, and other areas.
It is difficult to diagnose medical conditions. There are many known diseases on this earth, but only a few symptoms can help identify them. That’s why diagnosis can take time and often require multiple lab tests. In addition, this also poses the risk of many errors while conducting the diagnosis.
With AI healthcare services and medical computer vision, healthcare workers have access to real-time information and datasets. This information and chunks of data drive better outcomes in the field of healthcare.
UBIAI collaborates closely with healthcare clients to understand medical use cases and create training materials that allow teams to train high performance models.
UBIAI's Text Annotation for Healthcare Machine Learning
UBIAI allows you to label documents in many formats such as native PDFs, images and raw texts which are prevalent in the healthcare industry. In addition, our text annotation tool helps to annotate text in multiple languages.
UBIAI's Text Annotation Provides Right Metadata for Healthcare Machine Learning
Natural language processing annotated texts can be used to identify important words and add descriptive text. Using UBIAI, subject matter experts can annotate health care records and create high quality labeled data to train their ML model.
UBIAI Helps Providing Data That Helps Shorten Diagnosis and Treatment Times
Medical AI is able to quickly recognize medical anomalies in visual data such as CT or MRI scans. As a result, it reduces the time required to diagnose illness. AI’s most significant advantage is its speed. UBIAI can process semi-structured texts, such as heathcare records in PDFs or images without losing any of the layout information.
UBIAI's Text Annotation That Provides High-quality Visualization for Healthcare Machine Learning
UBIAI is better equipped to annotate text that medical professionals use. It ensures that the text annotation worksheet is of the highest quality for machine learning and AI-backed models for the healthcare industry.
UBIAI Empowers Faster Medical Research
AI is used in medical research to analyze and test patterns in large datasets. It can, for example, search through large repositories full of images and medical literature to find patterns and then apply that knowledge to predict future drug development opportunities.
It is a huge opportunity considering that it costs an average of $1.3 billion to develop a new drug. It takes years for new drugs to reach the market. Most of that time is spent on clinical trials.
Medical AI and tools like UBIAI can help train sophisticated models that reduce the time it takes to develop new drugs.
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