Thanks to our unique patented filtering feature that makes LIBCAD (and WEBCAD) mammography-machine agnostic. Regardless to the machine brand, resolution, or other technical features, all mammograms will be analyzed.
LIBCAD is offered in either a shared object for Linux, DLL for Windows, or API for cloud computations on our servers; all forms are programming-language independent. WEBCAD is offered as broweser-based interface that is OS-independent.
As opposed to some CADs that only provide markers, LIBCAD (and WEBCAD) produce several outputs, including: a heat-map probability image overlayed on the original mammogram, probability of malignancy, mass and micro-calcification detection, and unique filtering utilities.
LIBCAD's algorithms use hardware acceleration, and are parallelized on both CPU and GPU. These algorithms scale efficiently with processing power you have on your local machine. WEBCAD connects to LIBCAD installed on our servers, where we can provide a personalized computational power per user.
LIBCAD provides the simplest integration, enabling developers of SW companies to integrate to their imaging software. In addition, research centers can use it in their medical research, clinical trials, among others.
Our research lab is committed to rigor, rather than ad hoc development. In addition, we are developing the new generation of CAD using novel techniques of deep nueral networks (DNN).
LIBCAD (and WEBCAD) has high sensitivity at a low false markers per image
Accuracy compared to U.S. commercial CADs
is very simple and straightforward, with a little code snippet
