With the Healthcare industry generating several Terabytes of data every year, it’s becoming increasingly difficult to extract insights from images manually. We build powerful Artificial Intelligence (AI) tools and software to assist organizations to unlock their full imaging data potential. We design state-of-the-art machine learning models to address some of the top use cases in healthcare from early diseases detection to classification of lesions.
Deep learning is based on a class of algorithms called “Artificial Neural Networks” inspired by the structure and function of the brain to perform a machine learning task. Deep learning is a subset of machine learning, which itself is a subset of Artificial Intelligence. We use most popular architectures of deep learning networks: Convolutional Neural Networks (CNN) and Recurrent Neural Networks (RNN). We leverage the power of highly sophisticated Convolutional neural networks (CNNs) for image classification and recognition tasks
Machine Learning is slowly transforming the way healthcare is practiced and delivered. We develop healthcare Machine learning models to predict outcomes, increase efficiency and enhance quality of life for both patients and providers. By leveraging patients’ historical records, real-time vital signs measurements, wearable sensors data and other data sources, we build algorithms to predict the risk for serious complications such as heart attacks and strokes. These tools identify vulnerable patients who need immediate intervention for optimal care.
Speech Analysis is a cost-effective and noninvasive method to diagnose and track disease progression. The different vocal biomarkers such as speech rate, pitch, and word repetition are extracted to decipher vocal patterns that might signal post-traumatic stress disorder, depression and dementia. Voice analysis is also useful for automatic emotion detection for autism. The algorithm captures emotions from changes in the basic frequency of the voice.
Uncover your unique challenges
Whether you are a new to data science or need consulting for your already existing analytics projects, we will work with you to uncover your unique challenges and goals through our discovery session. We develop a personalized analytic plan that meets your specific needs and deliver your solution to your organization.
We provide personalized hands-on trainings and workshops to equip your team with necessary skills on the latest in machine learning advancements and laying the groundwork for your journey into data science.
“Artificial Intelligence is going to help us ensure humans can live longer and healthier. It’s going to help nations to be safer and more secure.”