Automated sleep scoring software is a powerful tool for sleep researchers and clinicians, allowing for the automatic scoring of sleep stages, duration, and efficiency using Polysomnography (PSG) data. PSG is the gold standard for measuring sleep, but manual scoring is a time-consuming and subjective process. With automated sleep scoring software, PSG data can be analyzed quickly and objectively, providing accurate and reliable results. This software uses advanced algorithms to identify different sleep stages, including rapid eye movement (REM) sleep, and calculates the duration and efficiency of each stage. Additionally, it can provide detailed reports and visualizations of sleep patterns, helping researchers and clinicians to better understand and diagnose sleep disorders. Overall, automated sleep scoring software has the potential to revolutionize the field of sleep research and clinical practice, making sleep monitoring more accessible and efficient than ever before.