Paulo Mazzoncini De Azevedo Marques

Dados pessoais

Lattes
Grupos de Pesquisa
Genealogia Acadêmica

Nacionalidade: Brasileira
Grande área de atuação: Ciências da Saúde
Área de atuação: Medicina

Publicações

Total: 464

Área temática ASJC

Percentual das publicações classificadas

HS Ciências da Saúde
LS Ciências da Vida
MU Multidisciplinar
PS Ciências Físicas
SH Ciências Sociais e Humanidades

Categoria ASJC

Categorias ASJC mais frequentes

Nome	Vínculo	Grande área de atuação	Área de atuação
Nome	Vínculo	Grande área de atuação	Área de atuação
Aldo Von WANGENHEIM		Engenharias	Engenharia Biomédica
André Carlos Ponce De Leon Ferreira De CARVALHO	Membro	Ciências Exatas e da Terra	Ciência da Computação
Edilson Carlos CARITÁ		Ciências Exatas e da Terra	Ciência da Computação
Eliana Silva De ALMEIDA		Ciências Exatas e da Terra	Ciência da Computação
Evandro De Barros COSTA		Ciências Exatas e da Terra	Ciência da Computação
Fátima De Lourdes Dos Santos Nunes MARQUES		Ciências Exatas e da Terra	Ciência da Computação
Gerson Alves Pereira JUNIOR		Ciências da Saúde	Medicina
Jean Jacques Georges Soares De GROOTE		Ciências Exatas e da Terra	Física
Luciene Cavalcanti RODRIGUES		Ciências Exatas e da Terra	Ciência da Computação
Marcia Aparecida Silva BISSACO		Engenharias	Engenharia Biomédica
Maria Cristiane Barbosa GALVÃO		Ciências da Saúde	Medicina
Paulo Eduardo AMBRÓSIO		Ciências Exatas e da Terra	Ciência da Computação
Silvia Sidnéia Da SILVA		Ciências da Saúde	Enfermagem

Figura 1

Número de publicações por ano e por tipo

Todas as publicações do perfil

Figura 2

Categorias ASJC mais frequentes por ano

A cor dos pontos identifica a categoria predominante

Figura 3

Mapa de calor das categorias ASJC por ano

Frequências absolutas; cores mais escuras indicam mais publicações. Todas as categorias ASJC e anos disponíveis, sem aplicar os filtros da página.

Escala: 0 → 8

Mapa de calor das categorias ASJC por ano
Categoria ASJC	1985	1986	1987	1989	1990	1992	1993	1994	1995	1996	1997	1998	1999	2000	2001	2002	2003	2004	2005	2006	2007	2008	2009	2010	2011	2012	2013	2014	2015	2016	2017	2018	2019	2020	2021	2022	2023	2024	2025	2026
1707 · Computer Vision and Pattern Recognition	0	0	0	0	0	1	0	0	1	6	0	3	2	4	2	6	3	7	4	5	8	5	2	6	3	3	5	3	5	5	3	1	3	1	4	5	1	1	0	0
2741 · Radiology; Nuclear Medicine and Imaging	0	0	0	0	0	1	1	3	0	4	2	4	2	4	2	4	4	7	5	7	4	3	1	6	2	0	1	2	2	6	2	4	5	7	6	2	2	1	0	0
1706 · Computer Science Applications	0	1	0	1	0	0	0	1	0	3	0	2	1	1	0	3	0	3	2	2	4	5	6	1	3	1	2	2	3	4	0	2	0	0	0	0	0	1	0	1
2204 · Biomedical Engineering	0	0	0	1	1	0	0	1	0	3	4	0	4	5	0	4	2	3	0	4	0	6	0	6	0	3	1	2	0	1	0	1	0	0	0	0	0	1	0	0
2718 · Health Informatics	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	1	0	1	1	1	0	5	1	2	1	2	1	1	3	1	0	0	2	0	0	0	0	0	1	0
3614 · Radiological and Ultrasound Technology	0	1	0	0	0	0	0	0	0	1	1	1	0	1	1	2	4	3	2	0	0	0	0	2	1	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0
1710 · Information Systems	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	1	0	1	0	3	2	2	0	3	1	1	1	0	0	0	0	0	1	0	0	0	0	0	0	0
1702 · Artificial Intelligence	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	0	0	0	1	0	0	0	0	0	0	0	0	0	1	1	2	0	0	1	0	0	0
1701 · Computer Science (miscellaneous)	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	2	0	0	0	0	0	0	1	0	0	0	0	0	2	1	0	0	0	0	0	0	0	0	0
2808 · Neurology	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	2	1	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
2719 · Health Policy	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	2	0	0	1	1	0	0	0	0	0	0	0	0	0	0
3105 · Instrumentation	0	0	0	0	0	0	0	0	1	2	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
3309 · Library and Information Sciences	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	2	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
2701 · Medicine (miscellaneous)	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	2	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
2730 · Oncology	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	2	0	0	1	0	0	0	0	0
2801 · Neuroscience (miscellaneous)	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	2	0	0	0	1	0	0	0	0	0	0	0	0
3304 · Education	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	1	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0
1704 · Computer Graphics and Computer-Aided Design	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
2208 · Electrical and Electronic Engineering	0	0	0	1	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
2209 · Industrial and Manufacturing Engineering	1	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
2700 · General Medicine	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	2	0	0	0	0	0	0	0	0	0	0	0	0	0	0
2705 · Cardiology and Cardiovascular Medicine	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	2	0	0	0
2901 · Nursing (miscellaneous)	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
3101 · Physics and Astronomy (miscellaneous)	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
3607 · Medical Laboratory Technology	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
3616 · Speech and Hearing	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	1	0	0	0
1301 · Biochemistry; Genetics and Molecular Biology (miscellaneous)	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0
1314 · Physiology	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0
1705 · Computer Networks and Communications	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0
2207 · Control and Systems Engineering	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
2214 · Media Technology	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
2611 · Modeling and Simulation	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
2702 · Anatomy	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
2708 · Dermatology	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
2713 · Epidemiology	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0
2734 · Pathology and Forensic Medicine	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
2737 · Physiology (medical)	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0
2739 · Public Health; Environmental and Occupational Health	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
2803 · Biological Psychiatry	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
2902 · Advanced and Specialized Nursing	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0
2909 · Gerontology	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0
3109 · Statistical and Nonlinear Physics	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
3200 · General Psychology	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0
3601 · Health Professions (miscellaneous)	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0

Ano	Tipo	Registro	Área temática e categoria ASJC
	Tipo de Publicação	Registro	Área temática e categoria ASJC
2026	Capítulo de livro	Preliminary Investigation of Federated Learning for MACE Prediction from Electronic Medical Records: A Multicontinental Study Slamanig GEORG; Kalabakov STEFAN; Lorenzer LENA; Schrempf MICHAEL; Pierri GLADYS et al Studies in Health Technology and Informatics DOI 10.3233/SHTI260090 ISBN 9781643686608	PS Computer Science Applications
2025	Capítulo de livro	Harmonization of Electronic Medical Records for Federated Learning: Addressing Challenges in International Healthcare Collaborations Lorenzer LENA; Schrempf MICHAEL; Jauk STEFANIE; Kalabakov STEFAN; Pierri GLADYS et al Studies in Health Technology and Informatics DOI 10.3233/SHTI250175 ISBN 9781643685922	HS Health Informatics
2024	Trabalho em evento	External validation and interpretability of machine learning-based risk prediction for major adverse cardiovascular events Shimizu Gilson YUUJI; Almeida Romão ELEN; Cardeal Da Costa José ABRÃO; De Azevedo Marques João MAZZONCINI; Scarpelini SANDRO et al 2024 IEEE 37th International Symposium on ComputerBased Medical Systems (CBMS) DOI 10.1109/cbms61543.2024.00031 ISBN 9798350384727	PS Computer Science Applications
2024	Trabalho em evento	Aggregating embeddings from image and radiology reports for multimodal Chest-CT retrieval Silva Leite JOÃO; Fontes Cristina A P; Santos Alair S; Correa Diogo G; Koenigkam Santos MARCEL et al 2024 IEEE 37th International Symposium on ComputerBased Medical Systems (CBMS) DOI 10.1109/cbms61543.2024.00058 ISBN 9798350384727	PS Computer Vision and Pattern Recognition
2024	Trabalho em evento	Improving MRI-Based Diagnosis of Sacroiliitis Using Swin Transformer Networks Thiago Mantovani MARTINS; Matheus Arroyo De LIMA; Paulo Mazzoncini De Azevedo MARQUES; Newton Shydeo Brandão MIYOSHI XXIX Congresso Brasileiro de Engenharia Biomédica - CBEB2024	PS Biomedical Engineering
2024	Artigo em periódico	Fast and accurate 3-D spine MRI segmentation using FastCleverSeg Ramos Jonathan S; Cazzolato Mirela T; Linares Oscar C; Maciel Jamilly G; Menezes Reis RAFAEL et al MAGNETIC RESONANCE IMAGING DOI 10.1016/j.mri.2024.03.021 ISSN 0730-725X	HS Radiology; Nuclear Medicine and Imaging
2024	Artigo em periódico	Machine learning-based risk prediction for major adverse cardiovascular events in a Brazilian hospital: Development; external validation; and interpretability Shimizu Gilson YUUJI; Schrempf MICHAEL; Romão Elen ALMEIDA; Jauk STEFANIE; Kramer DIETHER et al PLoS One DOI 10.1371/journal.pone.0311719 ISSN 1932-6203	HS Epidemiology
2023	Capítulo de livro	Atendimento à distância: Telemedicina Paulo Mazzoncini De Azevedo MARQUES Consultório do Cardiologista: Soluções práticas ISBN 6555769211	HS Cardiology and Cardiovascular Medicine
2023	Capítulo de livro	Inteligência Artificial. Aplicações presentes e futuras na cardiologia Paulo Mazzoncini De Azevedo MARQUES Consultório do Cardiologista: Soluções práticas ISBN 6555769211	HS Cardiology and Cardiovascular Medicine
2023	Trabalho em evento	Application of Convolutional Neural Network with Transfer learning to pattern recognition of tuberculosis in chest X-ray images Lucas Lins De LIMA; Rafael Rosa RODRIGUES; Julia SAITO; Omotaio YUSSUF; L PERON et al CARS 2023?Computer Assisted Radiology and Surgery - 37th International Congress and Exhibition	PS Computer Vision and Pattern Recognition
2023	Artigo em periódico	Pushing diversity into higher dimensions: The LID effect on diversified similarity searching Jasbick DANIEL; Santos LUCIO; Paulo Mazzoncini De Azevedo MARQUES; Traina Agma J M; De Oliveira DANIEL et al INFORMATION SYSTEMS DOI 10.1016/j.is.2023.102166 ISSN 0306-4379	PS Artificial Intelligence
2023	Artigo em periódico	Features of lumbar spine texture extracted from routine MRI correlate with bone mineral density and can potentially differentiate patients with and without fragility fractures in the spine Jamilly Gomes MACIEL; Carlos Ernesto Garrido SALMON; B S HOSSEINI; Paulo Mazzoncini De Azevedo MARQUES; Francisco Jose Albuquerque De PAULA et al Brazilian Journal of Medical and Biological Research (on line) DOI 10.1590/1414-431X2023e12454 ISSN 1414-431X	HS Radiology; Nuclear Medicine and Imaging
2023	Artigo em periódico	A 3D Radiomics-Based Artificial Neural Network Model for Benign Versus Malignant Vertebral Compression Fracture Classification in MRI Chiari Correia Natália S; Nogueira Barbosa Marcello H; Chiari Correia Rodolfo DIAS; Paulo Mazzoncini De Azevedo MARQUES JOURNAL OF DIGITAL IMAGING (INTERNET) DOI 10.1007/s10278-023-00847-4 ISSN 1618-727X	HS Radiology; Nuclear Medicine and Imaging
2023	Artigo em periódico	Web version of the protocol of the orofacial myofunctional evaluation with scores: usability and learning Ataide Maria Carolina GIRONDE; Bernardi Filipe ANDRADE; Paulo Mazzoncini De Azevedo MARQUES; Felício Cláudia Maria DE CODAS DOI 10.1590/2317-1782/20232022026 ISSN 2317-1782	HS Speech and Hearing
2022	Trabalho em evento	Deep extracted features to support Content-Based Image Retrieval systems in the diagnosis of Covid-19 and Interstitial diseases Bedo Marcos V N; Lucas Lins De LIMA; Marcel Koenigkam SANTOS; Agma Juci Machado TRAINA; Paulo Mazzoncini De Azevedo MARQUES CARS 2022?Computer Assisted Radiology and Surgery 36th International Congress and Exhibition	PS Computer Vision and Pattern Recognition
2022	Trabalho em evento	Classifying pulmonary interstitial opacities in chest X-ray images using convolutional neural network and transfer learning Lucas Lins De LIMA; Mauricio Koenigkam SANTOS; L PERON; K L Fontes LOPES; M Repolês LOURENÇO et al CARS 2022?Computer Assisted Radiology and Surgery 36th International Congress and Exhibition	PS Computer Vision and Pattern Recognition
2022	Trabalho em evento	Wia-Spine: A CBIR environment with embedded radiomic features to assess fragility fractures Bedo Marcos Vinicius NAVES; Jonathan S RAMOS; Agma Juci Machado TRAINA; Caetano Traina JUNIOR; Marcello Henrique Nogueira BARBOSA et al IEEE 35th International Symposium on Computer Based Medical Systems (CBMS2022) DOI 10.1109/CBMS55023.2022.00020 ISBN 9781665467704	PS Computer Vision and Pattern Recognition
2022	Trabalho em evento	Denoising of mammograms subject to structural and spatially-correlated noise: a virtual clinical trial Borges Lucas R; Brochi MARCO; Vieira MARCELO; Paulo Mazzoncini De Azevedo MARQUES Sixteenth International Workshop on Breast Imaging DOI 10.1117/12.2626629 ISBN 9781510655843	HS Radiology; Nuclear Medicine and Imaging
2022	Artigo em periódico	Radiomic Quantification for MRI Assessment of Sacroiliac Joints of Patients with Spondyloarthritis Tenório Ariane Priscilla MAGALHÃES; Ferreira Junior José RANIERY; Dalto Vitor FAEDA; Faleiros Matheus CALIL; Assad Rodrigo LUPPINO et al JOURNAL OF DIGITAL IMAGING DOI 10.1007/s10278-021-00559-7 ISSN 0897-1889	HS Radiology; Nuclear Medicine and Imaging
2022	Artigo em periódico	Computer-Aided Diagnosis of Vertebral Compression Fractures Using Convolutional Neural Networks and Radiomics Del Lama Rafael SILVA; Candido Raquel MARIANA; Chiari Correia Natália SANTANA; Nogueira Barbosa Marcello HENRIQUE; Paulo Mazzoncini De Azevedo MARQUES et al JOURNAL OF DIGITAL IMAGING DOI 10.1007/s10278-022-00586-y ISSN 0897-1889	PS Computer Vision and Pattern Recognition
2022	Artigo em periódico	Deep extracted features to support Content-Based Image Retrieval systems in the diagnosis of Covid-19 and Interstitial Lung diseases Marcos Vinicius Naves BEDO; Lucas L LIMA; Marcel Koenigkam SANTOS; Agma Juci TRAINA; Paulo Mazzoncini De Azevedo MARQUES International Journal of Computer Assisted Radiology and Surgery ISSN 1861-6429	PS Computer Vision and Pattern Recognition
2021	Capítulo de livro	RADIÔMICA ? ANÁLISE QUANTITATIVA NOS MÉTODOS DE IMAGEM Hélcio Mendonça PEREIRA; Ferreira Junior José RANIERY; Marcel Koenigkam SANTOS; Marcello Henrique Nogueira BARBOSA; Paulo Mazzoncini De Azevedo MARQUES PRORAD ? Programa de Atualização em Radiologia e Diagnóstico por Imagem ISBN 9786558482673	HS Radiology; Nuclear Medicine and Imaging
2021	Capítulo de livro	Imagens digitais com finalidade de diagnóstico Maria Inês MEURER; Paulo Mazzoncini De Azevedo MARQUES Imagens digitais com finalidade de diagnóstico. DOI 10.5216/IMA.ebook.978-85-495-0425-8/2021 ISBN 9788549504258	HS Radiology; Nuclear Medicine and Imaging
2021	Trabalho em evento	Feasibility study of MRI and multimodality CT/MRI radiomics for lung nodule classification. Anthony Emanoel De Albuquerque JATOBÁ; Paulo Mazzoncini De Azevedo MARQUES; Marcel Koenigkam SANTOS; Wada Danilo TADAO; Oliveira MARCELO CARS 2021 Computer Assisted Radiology and Surgery	HS Radiology; Nuclear Medicine and Imaging
2021	Trabalho em evento	Spine MRI texture analysis and prediction of osteoporotic vertebral fracture Ramos Jonathan S; Jamilly Gomes MACIEL; Agma Juci Machado TRAINA; Paulo Mazzoncini De Azevedo MARQUES; Marcello Henrique Nogueira BARBOSA CARS 2021 Computer Assisted Radiology and Surgery	PS Computer Vision and Pattern Recognition

2026 Capítulo de livro

PS Computer Science Applications

Preliminary Investigation of Federated Learning for MACE Prediction from Electronic Medical Records: A Multicontinental Study

Studies in Health Technology and Informatics

Slamanig GEORG; Kalabakov STEFAN; Lorenzer LENA; Schrempf MICHAEL; Pierri GLADYS et al

DOI ISBN 9781643686608

2025 Capítulo de livro

HS Health Informatics

Harmonization of Electronic Medical Records for Federated Learning: Addressing Challenges in International Healthcare Collaborations

Studies in Health Technology and Informatics

Lorenzer LENA; Schrempf MICHAEL; Jauk STEFANIE; Kalabakov STEFAN; Pierri GLADYS et al

DOI ISBN 9781643685922

2024 Trabalho em evento

PS Computer Science Applications

External validation and interpretability of machine learning-based risk prediction for major adverse cardiovascular events

2024 IEEE 37th International Symposium on ComputerBased Medical Systems (CBMS)

Shimizu Gilson YUUJI; Almeida Romão ELEN; Cardeal Da Costa José ABRÃO; De Azevedo Marques João MAZZONCINI; Scarpelini SANDRO et al

DOI ISBN 9798350384727

2024 Trabalho em evento

PS Computer Vision and Pattern Recognition

Aggregating embeddings from image and radiology reports for multimodal Chest-CT retrieval

2024 IEEE 37th International Symposium on ComputerBased Medical Systems (CBMS)

Silva Leite JOÃO; Fontes Cristina A P; Santos Alair S; Correa Diogo G; Koenigkam Santos MARCEL et al

DOI ISBN 9798350384727

2024 Trabalho em evento

PS Biomedical Engineering

Improving MRI-Based Diagnosis of Sacroiliitis Using Swin Transformer Networks

XXIX Congresso Brasileiro de Engenharia Biomédica - CBEB2024

Thiago Mantovani MARTINS; Matheus Arroyo De LIMA; Paulo Mazzoncini De Azevedo MARQUES; Newton Shydeo Brandão MIYOSHI

2024 Artigo em periódico

HS Radiology; Nuclear Medicine and Imaging

Fast and accurate 3-D spine MRI segmentation using FastCleverSeg

MAGNETIC RESONANCE IMAGING

Ramos Jonathan S; Cazzolato Mirela T; Linares Oscar C; Maciel Jamilly G; Menezes Reis RAFAEL et al

DOI ISSN 0730-725X

2024 Artigo em periódico

HS Epidemiology

Machine learning-based risk prediction for major adverse cardiovascular events in a Brazilian hospital: Development; external validation; and interpretability

PLoS One

Shimizu Gilson YUUJI; Schrempf MICHAEL; Romão Elen ALMEIDA; Jauk STEFANIE; Kramer DIETHER et al

DOI ISSN 1932-6203

2023 Capítulo de livro

HS Cardiology and Cardiovascular Medicine

Atendimento à distância: Telemedicina

Consultório do Cardiologista: Soluções práticas

Paulo Mazzoncini De Azevedo MARQUES

ISBN 6555769211

2023 Capítulo de livro

HS Cardiology and Cardiovascular Medicine

Inteligência Artificial. Aplicações presentes e futuras na cardiologia

Consultório do Cardiologista: Soluções práticas

Paulo Mazzoncini De Azevedo MARQUES

ISBN 6555769211

2023 Trabalho em evento

PS Computer Vision and Pattern Recognition

Application of Convolutional Neural Network with Transfer learning to pattern recognition of tuberculosis in chest X-ray images

CARS 2023?Computer Assisted Radiology and Surgery - 37th International Congress and Exhibition

Lucas Lins De LIMA; Rafael Rosa RODRIGUES; Julia SAITO; Omotaio YUSSUF; L PERON et al

2023 Artigo em periódico

PS Artificial Intelligence

Pushing diversity into higher dimensions: The LID effect on diversified similarity searching

INFORMATION SYSTEMS

Jasbick DANIEL; Santos LUCIO; Paulo Mazzoncini De Azevedo MARQUES; Traina Agma J M; De Oliveira DANIEL et al

DOI ISSN 0306-4379

2023 Artigo em periódico

HS Radiology; Nuclear Medicine and Imaging

Features of lumbar spine texture extracted from routine MRI correlate with bone mineral density and can potentially differentiate patients with and without fragility fractures in the spine

Brazilian Journal of Medical and Biological Research (on line)

Jamilly Gomes MACIEL; Carlos Ernesto Garrido SALMON; B S HOSSEINI; Paulo Mazzoncini De Azevedo MARQUES; Francisco Jose Albuquerque De PAULA et al

DOI ISSN 1414-431X

2023 Artigo em periódico

HS Radiology; Nuclear Medicine and Imaging

A 3D Radiomics-Based Artificial Neural Network Model for Benign Versus Malignant Vertebral Compression Fracture Classification in MRI

JOURNAL OF DIGITAL IMAGING (INTERNET)

Chiari Correia Natália S; Nogueira Barbosa Marcello H; Chiari Correia Rodolfo DIAS; Paulo Mazzoncini De Azevedo MARQUES

DOI ISSN 1618-727X

2023 Artigo em periódico

HS Speech and Hearing

Web version of the protocol of the orofacial myofunctional evaluation with scores: usability and learning

CODAS

Ataide Maria Carolina GIRONDE; Bernardi Filipe ANDRADE; Paulo Mazzoncini De Azevedo MARQUES; Felício Cláudia Maria DE

DOI ISSN 2317-1782

2022 Trabalho em evento

PS Computer Vision and Pattern Recognition

Deep extracted features to support Content-Based Image Retrieval systems in the diagnosis of Covid-19 and Interstitial diseases

CARS 2022?Computer Assisted Radiology and Surgery 36th International Congress and Exhibition

Bedo Marcos V N; Lucas Lins De LIMA; Marcel Koenigkam SANTOS; Agma Juci Machado TRAINA; Paulo Mazzoncini De Azevedo MARQUES

2022 Trabalho em evento

PS Computer Vision and Pattern Recognition

Classifying pulmonary interstitial opacities in chest X-ray images using convolutional neural network and transfer learning

CARS 2022?Computer Assisted Radiology and Surgery 36th International Congress and Exhibition

Lucas Lins De LIMA; Mauricio Koenigkam SANTOS; L PERON; K L Fontes LOPES; M Repolês LOURENÇO et al

2022 Trabalho em evento

PS Computer Vision and Pattern Recognition

Wia-Spine: A CBIR environment with embedded radiomic features to assess fragility fractures

IEEE 35th International Symposium on Computer Based Medical Systems (CBMS2022)

Bedo Marcos Vinicius NAVES; Jonathan S RAMOS; Agma Juci Machado TRAINA; Caetano Traina JUNIOR; Marcello Henrique Nogueira BARBOSA et al

DOI ISBN 9781665467704

2022 Trabalho em evento

HS Radiology; Nuclear Medicine and Imaging

Denoising of mammograms subject to structural and spatially-correlated noise: a virtual clinical trial

Sixteenth International Workshop on Breast Imaging

Borges Lucas R; Brochi MARCO; Vieira MARCELO; Paulo Mazzoncini De Azevedo MARQUES

DOI ISBN 9781510655843

2022 Artigo em periódico

HS Radiology; Nuclear Medicine and Imaging

Radiomic Quantification for MRI Assessment of Sacroiliac Joints of Patients with Spondyloarthritis

JOURNAL OF DIGITAL IMAGING

Tenório Ariane Priscilla MAGALHÃES; Ferreira Junior José RANIERY; Dalto Vitor FAEDA; Faleiros Matheus CALIL; Assad Rodrigo LUPPINO et al

DOI ISSN 0897-1889

2022 Artigo em periódico

PS Computer Vision and Pattern Recognition

Computer-Aided Diagnosis of Vertebral Compression Fractures Using Convolutional Neural Networks and Radiomics

JOURNAL OF DIGITAL IMAGING

Del Lama Rafael SILVA; Candido Raquel MARIANA; Chiari Correia Natália SANTANA; Nogueira Barbosa Marcello HENRIQUE; Paulo Mazzoncini De Azevedo MARQUES et al

DOI ISSN 0897-1889

2022 Artigo em periódico

PS Computer Vision and Pattern Recognition

Deep extracted features to support Content-Based Image Retrieval systems in the diagnosis of Covid-19 and Interstitial Lung diseases

International Journal of Computer Assisted Radiology and Surgery

Marcos Vinicius Naves BEDO; Lucas L LIMA; Marcel Koenigkam SANTOS; Agma Juci TRAINA; Paulo Mazzoncini De Azevedo MARQUES

ISSN 1861-6429

2021 Capítulo de livro

HS Radiology; Nuclear Medicine and Imaging

RADIÔMICA ? ANÁLISE QUANTITATIVA NOS MÉTODOS DE IMAGEM

PRORAD ? Programa de Atualização em Radiologia e Diagnóstico por Imagem

Hélcio Mendonça PEREIRA; Ferreira Junior José RANIERY; Marcel Koenigkam SANTOS; Marcello Henrique Nogueira BARBOSA; Paulo Mazzoncini De Azevedo MARQUES

ISBN 9786558482673

2021 Capítulo de livro

HS Radiology; Nuclear Medicine and Imaging

Imagens digitais com finalidade de diagnóstico

Imagens digitais com finalidade de diagnóstico.

Maria Inês MEURER; Paulo Mazzoncini De Azevedo MARQUES

DOI ISBN 9788549504258

2021 Trabalho em evento

HS Radiology; Nuclear Medicine and Imaging

Feasibility study of MRI and multimodality CT/MRI radiomics for lung nodule classification.

CARS 2021 Computer Assisted Radiology and Surgery

Anthony Emanoel De Albuquerque JATOBÁ; Paulo Mazzoncini De Azevedo MARQUES; Marcel Koenigkam SANTOS; Wada Danilo TADAO; Oliveira MARCELO

2021 Trabalho em evento

PS Computer Vision and Pattern Recognition

Spine MRI texture analysis and prediction of osteoporotic vertebral fracture

CARS 2021 Computer Assisted Radiology and Surgery

Ramos Jonathan S; Jamilly Gomes MACIEL; Agma Juci Machado TRAINA; Paulo Mazzoncini De Azevedo MARQUES; Marcello Henrique Nogueira BARBOSA