With big data analytics, machine learning models become a key source to improve healthcare services in highly prone regions. Accurate and efficient prediction of chronic diseases such as heart attacks and cancer can improve healthcare quality and cost significantly.
At Oodles, our AI team is skilled at deploying machine learning algorithms for data-driven predictive analytics. We have hands-on experience in training ML models with EHR, 2D, and 3D medical imagery to generate accurate health insights.
Our most recent AI solution for healthcare institutes combine machine learning libraries like Scikit-learn to develop a Diabetic Prediction System. The model works on structured data inputs such as Plasma Glucose, Tricep Thickness, and blood pressure to predict diabetes in patients.
The model’s USP is that it does not require any intervention of a physician to measure diabetes. Supported by a simplified interface, the system enables common individuals to test diabetes in an easy, quick, and accurate manner.
Improper resource allocation and unbalanced distribution of healthcare facilities has been a major concern for hospitals in villages and suburban areas. Medical authorities often fail to judge unprecedented critical conditions and excessive demand for medical resources leading to overflowing emergency wards and mismanagement.
With the advent of AI-driven predictive analytics, healthcare institutes can streamline medical resource allocation by-
A) Predicting the fluctuations in patient flow to ensure proper bed allocation.
B) Rescheduling staff according to patient flow to enhance patient care effectively.
C) Detecting patterns of utilization from patient data to manage appointment rate and service.
We, at Oodles, build industry-specific predictive engines for eCommerce, marketing, healthcare, and financial businesses. Our AI team enables healthcare organizations to channelize big data analytics to extract meaningful insights from complex medical records.
In addition, we have expertise in improving healthcare services with AI-powered conversational chatbot development. We enable doctors to automate remote assessment with natural language-based chatbots and other AI solutions.
Talk to our AI team to know more about our artificial intelligence services.