This technology, BeatProfiler, is a desktop graphical-user-interface (GUI) that leverages deep learning for high-throughput, streamlined analysis of in vitro human cardiac cells and engineered tissues, primarily aimed at accelerating drug development and disease phenotyping in cardiovascular research.