Healthcare & Business Analytics
We all are aware of the advent of Robotic surgery and the arrival of Artificial Intelligence (AI) in the field of healthcare. Nearly half a million operations were performed in the U.S. by surgeons controlling its large, precise arms last year. One in four U.S. hospitals has one or more of the machines, which perform the majority of robotic surgeries worldwide and are credited with making minimally invasive surgery commonplace.
Although AI has been around for decades, new advances have ignited a boom in deep learning. The AI technique powers self-driving cars, super-human image recognition, and life-changing—even life-saving—advances in medicine. Deep learning helps researchers analyze medical data to treat diseases. It enhances doctors’ ability to analyze medical images. It’s advancing the future of personalized medicine. It even helps the blind “see.”
Deep learning, business analytics for Hospital ERP
These technologies have helped in pattern recognition, driverless cars, speech recognition, simulation, language translators etc, now extends to the area of Internet of Things in hospitals – to assist in improving the uptime of hospital equipment, by predicting failures. Advances in medical imaging has helped in early detection of diabetes.
Connecting deep learning machines to existing hospital information could bring new avenues in understanding and predicting the future – be it financial information, operations control or medical records (EMR), prescription management, drug interaction etc. Our research and development team has already built and validated prototypes for patient flow prediction, pharmacy consumption, patient wait time, doctor revenue analysis, among other techniques to help hospital owners and managers understand and act upon business analytics trends from a business perspective.
- Just in time inventory management
- Patient inflow management
- Patient wait time analysis
- Doctor revenue management
- ALOS forecasting
- Operational efficiency forecasting
Healthcare business analytics
Our research & development team is working along with healthcare experts to bring business analytics using deep learning practices into SA-Vikas, SA-Teja and SA-Netra versions of Hospital ERP system. The deep learning data services are offered on subscription model. Watch this space to know about AI, machine learning and deep learning in healthcare industry.