Dieine Estela Bernieri SchiavonUniversidade Federal de Ciências da Saúde de Porto Alegre | UFCSPA
Dieine Estela Bernieri Schiavon
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Introduction
Publications
Publications (7)
The past years have presented a surge in (AI) development, fueled by breakthroughs in deep learning, increased computational power, and substantial investments in the field. Given the generative capabilities of more recent AI systems, the era of large-scale AI models has transformed various domains that intersect our daily lives. However, this prog...
The past years have presented a surge in (AI) development, fueled by breakthroughs in deep learning, increased computational power, and substantial investments in the field. Given the generative capabilities of more recent AI systems, the era of large-scale AI models has transformed various domains that intersect our daily lives. However, this prog...
Brain tumors pose a complex medical challenge, requiring a specific approach for accurate diagnosis and effective treatment. Early detection can significantly improve outcomes and quality of life for patients with brain tumors. Magnetic resonance (MRI) is a powerful diagnostic tool, and convolutional neural networks (CNNs) are efficient deep learni...
The analyses of genetic traits, dispersion patterns and phylogenomics are essential for understanding the evolutionary forces driving SARS-CoV-2 viruses in these three years of COVID-19 pandemics. Brazil is one of the most affected countries in the world and not sufficient genomic studies have been performed. The emergence of P.1 lineage led to one...
Alzheimer's disease is a progressive neurodegenerative pathology is among the most common forms of dementia in the elderly. Memory alterations are a frequent symptom, and speech and language alterations are also frequently mentioned, as
can already be noticed in the initial phase of the disease. Deep machine learning is usual in extracting speech f...
Objective: One of the strategies adopted by several countries (i.e. China, United States, Brazil) for containing the pandemic is to recommend the adoption of social distancing. This type of situation can generate negative emotions, such as fear and anxiety, which might affect the well-being, hope and consumption behavior of individuals. The present...