A novel framework for longitudinal atlas construction with groupwise registration of subject image sequences

► A novel longitudinal atlas construction method is proposed. ► Both the subject-specific and population information are considered. ► The atlas sequence is constructed by groupwise registration to avoid the bias. ► Our method is compared with a widely used longitudinal atlas construction method.