Comput Biol Med
March 2025
Mice are the most common and easily manipulated experimental model animals. The potential information embedded in their behaviors can reflect intrinsic physical and mental states. High-precision head-face segmentation helps track and analyze the behavioral patterns of mice.
View Article and Find Full Text PDFIntroduction: Depression is a serious mental health disease. Traditional scale-based depression diagnosis methods often have problems of strong subjectivity and high misdiagnosis rate, so it is particularly important to develop automatic diagnostic tools based on objective indicators.
Methods: This study proposes a deep learning method that fuses multimodal data to automatically diagnose depression using facial video and audio data.