Advanced solutions for cutting-edge fields.
Few industries have higher stakes or more incentives for innovation than medical science. In the past few decades, more data has been collected about the human body than in the entirety of human existence. And yet most researchers struggle to discover the insights from this data that might drive the next medical advance. Meanwhile, technological progress has provided diagnostic tools and treatment options previously unavailable to most doctors and hospitals. Despite these improvements, the medical field has much to gain from advanced data analytics capabilities. Here are just a few places Ellipsoid Analytics can enable life-changing breakthroughs for medical professionals.
The data gathered from patients and their biology is now available to professionals in vast amounts. Researchers have access to billions of data inputs to make sense of the problems they are trying to solve, and the solutions they are crafting. Buried within these data are the valuable insights and correlations that will have a profound impact on medical science and its ability to improve the human condition. These data are diverse, often imperfect and not homogeneous. Our custom data analytics tools helps medical researchers overcome these challenges and uncover previously unavailable findings in their data in several ways.
Autonomous, High-Speed Data Interpretation
When processing large data sets, identifying characteristics such as how the data organizes itself, how it clusters itself and what features correlate with others can uncover important insights for researchers. However, many of the current analytics tools introduce bias through data cleaning and normalization causing a lack the accuracy necessary to yield helpful results and operate with data analytics technology that can not manage the analysis of all variables simultaneously.
EA’s technology allows for fast, autonomous data analysis that is holistic while operating in n- dimensions. This can reveal the most important information within a data set in a matter of moments, while not requiring any assumptions about a prescribed functional model.
Data Deterministic Anomaly Detection
How do analytics algorithms identify anomalies within a data set, and how do they determine if those anomalies are meaningful or simply accidental? In medical research, an anomaly could be a mistake, or it could be the precursor of a deeper insight.
EA’s proprietary technology relies on the data set itself, rather than potentially flawed assumptions to guide analysis, resulting in more accurate identification and classification of data signals.
Advanced Raw Data Application
Data gathered as part of a mass aggregation effort usually arrives in a flawed, heterogeneous and unstructured form. In an attempt to consolidate or systematize these data sets, many data preparation techniques introduce bia by manipulating the data or by leaving important data on the cutting-room floor.
EA technology is capable of handling missing data, zero values, heterogenous data and analyzing incomplete or unstructured data. By eliminating data preparation bias, our technology works much faster and yields deeper insights from raw data without leaving any information behind.
When it comes to the diagnosis and treatment of disease, medical technology has much to gain from the powerful, precise tool set Ellipsoid Analytics can provide. Our analytics capabilities provide medical technicians with real-time feedback, along with the perfectly calibrated equipment they need to achieve ideal outcomes.
Autonomous, Real-Time Data Stitching
As medical sensors gather and stream data in real-time, analytics technology must be able to keep pace with the rapid influx of data generated each second by medical equipment.
Ellipsoid Analytics technology can perform these tasks autonomously, processing incoming data as it arrives and delivering immediate results, which are then stitched together without error propagation, avoiding assumptions and without introducing bias.
Imaging System Verification and Calibration
Medical imaging technology can yield astonishing information about the functioning of the human body. But to do so, it must be able to produce precise results.
Our technology can assist with system assessment to ensure the utmost accuracy of measurements from your medical devices and our tools verify numeric results in real-time to safeguard interpretation integrity.