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Rafaela Ravazio

Observed names: Rafaela C. Ravazio, Rafaela Capelari Ravazio, Ravazio, Rafaela, Ravazio, Rafaela Cappelari
ORCID: 0000-0003-4729-4993
Observed ORCID: 0000-0003-4729-4993
OpenAlex ID: A5023441933
Zero-Shot Performance of the Segment Anything Model (SAM) in 2D Medical Imaging: A Comprehensive Evaluation and Practical Guidelines
2023 · Christian Mattjie, Luis Vinicius De Moura, et al. · IEEE International Conference on Bioinformatics and Bioengineering (BIBE) · 41
Craving for a Robust Methodology: A Systematic Review of Machine Learning Algorithms on Substance-Use Disorders Treatment Outcomes
2024 · Bernardo Paim de Mattos, Christian Mattjie, et al. · International Journal of Mental Health and Addiction · 8
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Unlocking The Potential Of Vision-Language Models For Mammography Analysis
2024 · Luís Vinícius de Moura, Rafaela Ravazio, et al. · IEEE International Symposium on Biomedical Imaging (ISBI) · 7
Zero-shot performance of the Segment Anything Model (SAM) in 2D medical imaging: A comprehensive evaluation and practical guidelines
2023 · Mattjie, Christian, de Moura, Luis Vinicius, et al. · arXiv (Cornell University) · 6
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Our estimates of neonatal radiation exposure fall short of reality
2024 · Michelle Toscan, Breno Fauth de Araújo, et al. · European Journal of Pediatrics · 5
Automated Fact-Checking in Brazilian Portuguese: Resources and Baselines
2025 · Marcelo M. Delucis, Lucas Fraga, et al. · Simpósio Brasileiro de Tecnologia da Informação e da Linguagem Humana (STIL) · 2
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Speech subtypes are associated with worsened tremor and axial symptoms in Parkinson’s disease patients
2025 · Vanessa Brzoskowski dos Santos, Rafaela Ravazio, et al. · Clinical Parkinsonism & Related Disorders · 2
Genome based subtyping identifies Parkinson’s disease subtypes with reproducible motor progression differences and clinical trial enrichment potential
2026 · Rafaela Ravazio, Daniel Teixeira-dos-Santos, et al. · Research Square
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Identifying Blood Proteomic Markers of Parkinson’s Disease Dementia Using High-Throughput Approaches
2026 · Raquel Real, Rafaela Ravazio, et al. · medRxiv
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Low-Rank Adapters Initialization via Gradient Surgery for Continual Learning
2026 · Pasquali, Joana, Barros, Ramiro N., et al. · arXiv (Cornell University)
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Project Methods for A Machine-learning Approach To Derive Biology-driven Parkinson's Disease Subtypes And Predict Longitudinal Clinical Outcomes Across Multiple Cohorts
2026 · Teixeira-dos-Santos, Daniel, Schuh, Artur Francisco Schumacher, et al. · Zenodo (CERN European Organization for Nuclear Research)
Evaluating Odor Selectivity in $$\alpha $$-Synucleinopathy: ML-Based Odor Profiling
2026 · Christian Mattjie, Rafaela Ravazio, et al. · Lecture notes in computer science
Comparing Speech Embeddings and Acoustic Features for Unsupervised Subtyping of Parkinson's Disease
2025 · Jerusa D. Finatto, Rafaela C. Ravazio, et al. · IEEE International Conference on Bioinformatics and Bioengineering (BIBE)
Subtyping Parkinson's Disease Via Probabilistic Neuroimaging Data Clustering
2025 · Christian Mattjie, Rafaela Ravazio, et al. · IEEE International Conference on Bioinformatics and Bioengineering (BIBE)
Semi-supervised learning for mRALE score prediction in COVID-19 chest radiographs
2024 · Christian Mattjie, Luis Vinicius de Moura, et al. · SPIE Medical Imaging: Computer-Aided Diagnosis
Radiomics for Predicting Oxygen Necessity in COVID-19 Patients Using Longitudinal Lung Computed Tomography
2023 · Rafaela Ravazio, Christian Mattjie, et al. · IEEE International Conference on Bioinformatics and Bioengineering (BIBE)
Radiomic approach for Covid-19 prognosis in lung computed tomography : a longitudinal study
2023 · Ravazio, Rafaela Cappelari · PUCRS Repository (Pontifical Catholic University of Rio Grande do Sul)
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Avaliação da dose ocupacional em procedimentos cirúrgicos urológicos
2018 · Marcelo Picoli Lanfredi, Rochelle Lykawka, et al. · Revista Brasileira de Física Médica
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Exposição ocupacional à radiação X em centros cirúrgicos : uma revisão de literatura
2018 · Arthur Turcati Accorsi, Rafaela Ravazio, et al. · Lume (Universidade Federal do Rio Grande do Sul)
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Avaliação do índice de rejeição de imagens de mamografia digital no HCPA
2017 · Ravazio, Rafaela Cappelari, Goulart, Juliana Monteiro, et al. · Lume (Universidade Federal do Rio Grande do Sul)
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Investigação de bactérias magnetotáticas em sedimento marinho profundo da Bacia da Foz do Amazonas
2016 · Cássio Stein Moura, Rafaela Ravazio, et al.
Works count: 21
Citation count: 71
H-index: 5
I10-index: 1
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