2 documents found, page 1 of 1
Risk assessment profiles for caregiver burden in family caregivers of persons l...
Brito, Laura; Cepa, Beatriz; Brito, Cláudia; Leite, Ângela; Pereira, M. GraçaAlzheimer’s disease (AD) places a profound global challenge, driven by its escalating prevalence and the multifaceted strain it places on individuals, families, and societies. Family caregivers (FCs), who are pivotal in supporting family members with AD, frequently endure substantial emotional, physical, and psychological demands. To better understand the determinants of family caregiving strain, this study emp...
Generative adversarial networks in healthcare: a case study on MRI image genera...
Cepa, Beatriz; Brito, Cláudia Vanessa Martins; Sousa, AntónioMedical imaging, mainly Magnetic Resonance Imaging (MRI), plays a predominant role in healthcare diagnosis. Nevertheless, the diagnostic process is prone to errors and is conditioned by available medical data, which might be insufficient. A novel solution is resorting to image generation algorithms to address these challenges. Thus, this paper presents a Deep Learning model based on a Deep Convolutional Generat...