Aldo Von Wangenheim

Dados pessoais

Lattes
Grupos de Pesquisa
Genealogia Acadêmica

Nacionalidade: Brasileira
Grande área de atuação: Engenharias
Área de atuação: Engenharia Biomédica

Publicações

Total: 417

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
Adriano Ferreti BORGATTO		Ciências Exatas e da Terra	Probabilidade e Estatística
Carlos Alberto Saraiva GONÇALVES	Membro	Ciências Biológicas	Bioquímica
Christiane Anneliese Gresse Von WANGENHEIM		Ciências Exatas e da Terra	Ciência da Computação
Diogo Onofre Gomes De SOUZA		Ciências Biológicas	Bioquímica
Elisandro Ricardo Drechsler Dos SANTOS		Ciências Biológicas	Botânica
Francis Solange Vieira TOURINHO		Ciências da Saúde	Enfermagem
Giani PETRI		Ciências Exatas e da Terra	Ciência da Computação
Jean Carlo Rossa HAUCK		Ciências Exatas e da Terra	Ciência da Computação
Luana Gabriele NILSON		Ciências da Saúde	Saúde Coletiva
Paulo Mazzoncini De Azevedo MARQUES		Ciências da Saúde	Medicina
Rogerio Cid BASTOS		Ciências Exatas e da Terra	Ciência da Computação

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 → 9

Mapa de calor das categorias ASJC por ano
Categoria ASJC	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
1701 · Computer Science (miscellaneous)	1	1	0	1	1	0	0	4	5	6	3	3	0	1	9	1	8	8	2	0	2	5	6	3	5	0	0	3	2	3	1	0	0	0	0
1706 · Computer Science Applications	0	1	0	2	0	1	0	0	1	2	0	1	1	0	2	2	4	4	3	5	5	3	7	4	4	2	1	1	4	1	0	0	0	3	0
2701 · Medicine (miscellaneous)	0	1	0	0	0	0	0	5	3	3	3	2	2	1	3	0	6	0	0	0	2	1	0	0	1	1	2	0	2	1	0	0	0	0	0
1702 · Artificial Intelligence	0	1	3	0	1	0	1	0	2	3	1	1	0	0	1	0	1	4	1	2	0	0	5	3	1	0	1	1	1	0	0	0	0	1	0
2204 · Biomedical Engineering	0	0	2	1	0	1	1	0	3	4	3	1	0	0	1	1	0	1	1	0	0	1	1	0	0	1	0	0	0	0	0	1	0	0	0
2801 · Neuroscience (miscellaneous)	0	1	0	1	0	0	1	1	2	4	0	0	0	0	0	0	1	0	0	0	0	1	1	0	3	0	0	1	0	0	1	0	0	0	0
3304 · Education	0	0	0	0	0	0	0	0	2	1	1	1	0	0	0	1	0	2	1	1	3	1	0	1	0	1	1	0	0	0	0	0	0	0	0
1707 · Computer Vision and Pattern Recognition	0	0	0	0	0	0	0	0	0	1	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	2	6	3
2201 · Engineering (miscellaneous)	0	0	0	0	0	0	0	0	1	1	1	0	0	1	1	0	1	0	0	0	1	1	0	1	0	0	1	1	0	0	0	0	0	0	0
2700 · General Medicine	0	0	0	0	0	0	0	0	1	2	0	0	0	0	1	0	0	0	0	0	1	0	2	0	1	0	0	0	0	1	0	1	0	0	0
1301 · Biochemistry; Genetics and Molecular Biology (miscellaneous)	0	0	0	0	1	0	1	0	0	0	0	0	0	0	0	0	1	1	1	0	0	0	0	0	1	0	0	0	2	0	0	0	0	0	0
1314 · Physiology	0	0	0	0	0	1	0	0	0	0	2	0	0	0	0	1	0	0	0	0	0	0	1	0	1	0	0	0	1	0	0	0	0	0	0
2741 · Radiology; Nuclear Medicine and Imaging	0	0	0	0	0	0	0	1	1	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	1	0	0	1	1	0
2718 · Health Informatics	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	1	0	0	0	1	0	1	0	0	0	0	0	1	0	0
2728 · Neurology (clinical)	0	0	0	0	0	0	0	1	1	1	0	0	0	0	0	0	1	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0
2808 · Neurology	0	0	0	0	0	0	0	0	0	2	0	0	0	0	2	1	0	0	0	0	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	0	0	0	1	0	0	0	0	0	0	1	0	0	0	0	0	1	0	0	0	0	0	1	0	0	0	0	0	0
3201 · Psychology (miscellaneous)	1	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	1	0	0	0	0	0	0	0	0	0	1	0	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	3	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0
1203 · Language and Linguistics	0	0	0	0	0	0	0	0	0	0	0	1	0	0	1	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0
2738 · Psychiatry and Mental Health	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	1	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	1	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0
3310 · Linguistics and Language	0	1	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
3501 · Dentistry (miscellaneous)	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	2	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
1300 · General Biochemistry; Genetics and Molecular Biology	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	1	0	0	0	0	0	0	0
1700 · General Computer Science	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	1	0	0
1705 · Computer Networks and Communications	0	0	0	0	1	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
1709 · Human-Computer Interaction	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	1	0	0
1712 · Software	0	0	0	0	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
2712 · Endocrinology; Diabetes and Metabolism	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	1	0
2735 · Pediatrics; Perinatology and Child Health	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	1	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	0	0	0	0	0	0	0	0	0	1	1	0	0	0	0	0	0	0	0
3315 · Communication	0	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	0	0	0	0	0	0	0	0
1000 · Multidisciplinary	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
1103 · Animal Science and Zoology	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
1107 · Forestry	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
1109 · Insect Science	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
1306 · Cancer Research	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
1307 · Cell Biology	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
1312 · Molecular Biology	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
1710 · Information Systems	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
1900 · General Earth and Planetary Sciences	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
1902 · Atmospheric Science	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
2102 · Energy Engineering and Power Technology	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
2105 · Renewable Energy; Sustainability and the Environment	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
2601 · Mathematics (miscellaneous)	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
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	0	0	0	0	0	0	0	0	0	1	0
2729 · Obstetrics and Gynecology	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
2901 · Nursing (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	1	0	0	0	0	0	0	0
2919 · Pediatrics	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
3200 · General Psychology	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
3300 · General Social Sciences	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
3301 · Social Sciences (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	1	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	Trabalho em evento	Towards Intelligent Monitoring System Using Computer Vision Hoffmann SANDY; Fernandes ARTHUR; Muchulski VINICIUS; Sarkadi STEFAN; Aldo Von WANGENHEIM et al 18th International Conference on Agents and Artificial Intelligence DOI 10.5220/0014324800004052 ISBN 9789897587962	PS Computer Vision and Pattern Recognition
2026	Artigo em periódico	Vision-Based Distress and Anomaly Detection for Unpaved Roads: A Systematic Literature Review Toledo Rafael De S; De Oliveira Cristiano S; Aldo Von WANGENHEIM IEEE Access DOI 10.1109/ACCESS.2026.3693562 ISSN 2169-3536	PS Computer Vision and Pattern Recognition
2026	Artigo em periódico	A Unified Deep Learning Framework for Instance Segmentation Across Diverse Cytological Stains Santos Luís OTÁVIO; Ribeiro Rodrigo De Paula E SILVA; Tiellet Bibiana QUATRIN; Silva Laura Maria EFFTING; De Miranda Onofre Fabiana BOTELHO et al CYTOPATHOLOGY DOI 10.1111/cyt.70087 ISSN 0956-5507	PS Computer Vision and Pattern Recognition
2025	Trabalho em evento	Instance Segmentation in Medical Imaging: A Comparative Study of CNN and Transformer-Based Models in a Teledermatology Study-Case Ribeiro Rodrigo P S; Aldo Von WANGENHEIM Simpósio Brasileiro de Computação Aplicada à Saúde DOI 10.5753/sbcas.2025.7814	PS Computer Vision and Pattern Recognition
2025	Trabalho em evento	Bridging Precision and Efficiency: Ai-Driven Segmentation and Orientation Correction for Enhanced Protocol Adherence in Teledermatology Ribeiro Rodrigo P S; Aldo Von WANGENHEIM; Santos Luís O; Nunes Daniel H; Tiellet Bibiana Q et al 2025 IEEE 38th International Symposium on ComputerBased Medical Systems (CBMS) DOI 10.1109/cbms65348.2025.00050 ISBN 9798331526108	HS Dermatology
2025	Trabalho em evento	Towards Automated Placental Screening: Instance Segmentation in Clinical Images Quatrin Tiellet Da Silva BIBIANA; Lopes Beatriz SILVA; Santos Luís OTÁVIO; De Paula E Silva Ribeiro RODRIGO; Aldo Von WANGENHEIM 2025 IEEE 38th International Symposium on ComputerBased Medical Systems (CBMS) DOI 10.1109/cbms65348.2025.00016 ISBN 9798331526108	PS Computer Vision and Pattern Recognition
2025	Trabalho em evento	Towards Universal Cytopathology Segmentation: Transformer and Cnn Models Across Stains Santos Luís O; Ribeiro Rodrigo P S; Aldo Von WANGENHEIM; Onofre Alexandre S C; Onofre Fabiana B M et al 2025 IEEE 38th International Symposium on ComputerBased Medical Systems (CBMS) DOI 10.1109/cbms65348.2025.00077 ISBN 9798331526108	PS Computer Vision and Pattern Recognition
2025	Trabalho em evento	Local Path Planning for Self-driving Cars in Unknown Environments Using an Ensemble-Based Approach Oliveira Cristiano S; Toledo RAFAEL; Aldo Von WANGENHEIM 2025 LI Latin American Computer Conference (CLEI) DOI 10.1109/CLEI67442.2025.11420592 ISBN 9798331594534	PS Computer Science Applications
2025	Trabalho em evento	A Systematic Review of CNN Approaches to Assist Diagnosis of Asbestos-Related Disease Using Medical Images Dos Santos Mauricius CORREA; Rezer Mosquér HENRIQUE; Roschildt Pinto Alex SANDRO; Aldo Von WANGENHEIM; De Macedo Douglas D J 2025 LI Latin American Computer Conference (CLEI) DOI 10.1109/clei67442.2025.11420509 ISBN 9798331594534	PS Computer Vision and Pattern Recognition
2025	Trabalho em evento	Advancing Automated Placental Screening: Deep Learning for Multiclass Segmentation in Postpartum Images Lopes Beatriz SILVA; Da Silva Bibiana Quatrin TIELLET; Aldo Von WANGENHEIM; Krug STEPHAN; Pinto Alex Sandro ROSCHILDT 2025 LI Latin American Computer Conference (CLEI) DOI 10.1109/CLEI67442.2025.11420650 ISBN 9798331594534	PS Computer Vision and Pattern Recognition
2025	Artigo em periódico	Trajectory Planning for Autonomous Cars in Low-Structured and Unstructured Environments: A Systematic Review Souza De Oliveira CRISTIANO; Toledo Rafael De S; Tulux Oliveira Victorio Vitor H; Aldo Von WANGENHEIM IEEE Access DOI 10.1109/ACCESS.2025.3551453 ISSN 2169-3536	PS Computer Science Applications
2025	Artigo em periódico	Maternal Diabetes Mellitus and Congenital Heart Diseases: Systematic Review Galluzzo Roberto NOYA; Da Correggio Karine SOUZA; Aldo Von WANGENHEIM; Werner HERON; Bravo Valenzuela Nathalie JEANNE et al Congenital Heart Disease DOI 10.32604/chd.2025.063014 ISSN 1747-0803	HS Endocrinology; Diabetes and Metabolism
2025	Artigo em periódico	Evaluating Vision-Enabled LLMs a Comparative Study on Cloud Detection using Horizon Camera Imagery Allan CERENTINI; Arrais Juliana MARIAN; Bruno Juncklaus MARTINS; Tiago Oliveira Da LUZ; Aldo Von WANGENHEIM INTERNATIONAL JOURNAL OF ADVANCED REMOTE SENSING AND GIS ISSN 2320-0243	PS Computer Vision and Pattern Recognition
2025	Artigo em periódico	Prenatal Ultrasonographic Markers of Macrossomia and C-Peptide in Gestational Diabetes Mellitus: A Prospective Cohort Study Galluzzo Roberto NOYA; Da Correggio Karine SOUZA; Aldo Von WANGENHEIM; Gustavo Yano CALLADO; Heron WERNER et al Diagnostics ISSN 2075-4418	HS Public Health; Environmental and Occupational Health
2025	Artigo em periódico	From Knowledge Extraction to Assertive Response: An LLM Chatbot for Information Retrieval in Telemedicine Systems Pupo Bruna D; Costa Daniel G; Immich ROGER; Aldo Von WANGENHEIM; Pinto Alex Sandro ROSCHILDT et al Applied Sciences-Basel DOI 10.3390/app152111732 ISSN 2076-3417	PS Artificial Intelligence
2025	Artigo em periódico	AI-Driven Fetal Liver Echotexture Analysis Da Correggio Karine S; Santos Luís OTÁVIO; Muylaert Barroso Felipe S; Galluzzo Roberto N; Chaves Thiago Z L et al JOURNAL OF ULTRASOUND IN MEDICINE DOI 10.1002/jum.70053 ISSN 0278-4297	HS Radiology; Nuclear Medicine and Imaging
2025	Artigo em periódico	FCDD: A High-Resolution Unstructured Environment Dataset with Multiple Sand Roads Toledo Rafael De S; De Oliveira Cristiano S; Andaló FLÁVIO; Aldo Von WANGENHEIM IEEE Access DOI 10.1109/access.2025.3630348 ISSN 2169-3536	PS Computer Science Applications
2024	Trabalho em evento	Avaliação Automatizada de Qualidade e Adesão ao Protocolo de Aquisição de Imagens em Exames de Teledermatologia Ribeiro Rodrigo P S; Aldo Von WANGENHEIM Anais Estendidos do Simpósio Brasileiro de Computação Aplicada à Saúde DOI 10.5753/sbcas_estendido.2024.2256 ISBN 2763-8987	HS Health Informatics
2024	Trabalho em evento	Computer Vision-based Approach for Automated Recognition of Interference Patterns in Digital Inline Holography Microscopy Rockembach MANOELLA; Souza Rodrigo FERRAZ; Aldo Von WANGENHEIM; Sobieranski Antonio CARLOS 2024 IEEE 37th International Symposium on ComputerBased Medical Systems (CBMS) DOI 10.1109/cbms61543.2024.00067 ISBN 9798350384727	PS Computer Vision and Pattern Recognition
2024	Trabalho em evento	A Performance Increment Strategy for Semantic Segmentation of Low-Resolution Images from Damaged Roads Toledo Rafael De S; Souza De Oliveira CRISTIANO; Tulux Oliveira Victorio Vitor H; Eric A ANTONELO; Aldo Von WANGENHEIM Intelligent Systems 34th Brazilian Conference; BRACIS 2024	PS Computer Vision and Pattern Recognition
2024	Artigo em periódico	Automated classification and tracking of microscopic holographic patterns of nematodes using machine learning methods Ribeiro Rodrigo De P E S; Sobieranski Antonio C; Gonçalves Elaine C D; Dutra Rafael C; Aldo Von WANGENHEIM NEMATOLOGY DOI 10.1163/15685411-bja10301 ISSN 1388-5545	LS Insect Science
2024	Artigo em periódico	Enhancing Semantic Segmentation of Cloud Images Captured with Horizon-Oriented Cameras Cerentini ALLAN; Martins Bruno JUNCKLAUS; Arrais Juliana MARIAN; Sylvio Luiz Mantelli NETO; Aldo Von WANGENHEIM INTERNATIONAL JOURNAL OF ADVANCED REMOTE SENSING AND GIS ISSN 2320-0243	PS General Earth and Planetary Sciences
2024	Artigo em periódico	Innovative infrastructure to access Brazilian fungal diversity using deep learning Chaves THIAGO; Santos Xavier JOICYMARA; Gonçalves Dos Santos ALFEU; Martins Cunha KELMER; Karstedt FERNANDA et al PeerJ DOI 10.7717/peerj.17686 ISSN 2167-8359	PS General Computer Science
2024	Artigo em periódico	Available evidence on fetal liver changes detected by ultrasound in pregnant women with gestational diabetes mellitus: Systematic review Da Correggio Karine SOUZA; Galluzzo Roberto NOYA; Aldo Von WANGENHEIM; Werner HERON; Castro Pedro TEIXEIRA et al JOURNAL OF CLINICAL ULTRASOUND DOI 10.1002/jcu.23760 ISSN 0091-2751	HS Radiology; Nuclear Medicine and Imaging
2024	Artigo em periódico	Systematic Review on Ground-Based Cloud Tracking Methods for Photovoltaics Nowcasting Arrais Juliana MARIAN; Cerentini ALLAN; Martins Bruno JUNCKLAUS; Chaves Thiago Zimmermann LOUREIRO; Neto Sylvio Luiz MANTELLI et al AMERICAN JOURNAL OF CLIMATE CHANGE DOI 10.4236/ajcc.2024.133021 ISSN 2167-9495	PS Renewable Energy; Sustainability and the Environment

2026 Trabalho em evento

PS Computer Vision and Pattern Recognition

Towards Intelligent Monitoring System Using Computer Vision

18th International Conference on Agents and Artificial Intelligence

Hoffmann SANDY; Fernandes ARTHUR; Muchulski VINICIUS; Sarkadi STEFAN; Aldo Von WANGENHEIM et al

DOI ISBN 9789897587962

2026 Artigo em periódico

PS Computer Vision and Pattern Recognition

Vision-Based Distress and Anomaly Detection for Unpaved Roads: A Systematic Literature Review

IEEE Access

Toledo Rafael De S; De Oliveira Cristiano S; Aldo Von WANGENHEIM

DOI ISSN 2169-3536

2026 Artigo em periódico

PS Computer Vision and Pattern Recognition

A Unified Deep Learning Framework for Instance Segmentation Across Diverse Cytological Stains

CYTOPATHOLOGY

Santos Luís OTÁVIO; Ribeiro Rodrigo De Paula E SILVA; Tiellet Bibiana QUATRIN; Silva Laura Maria EFFTING; De Miranda Onofre Fabiana BOTELHO et al

DOI ISSN 0956-5507

2025 Trabalho em evento

PS Computer Vision and Pattern Recognition

Instance Segmentation in Medical Imaging: A Comparative Study of CNN and Transformer-Based Models in a Teledermatology Study-Case

Simpósio Brasileiro de Computação Aplicada à Saúde

Ribeiro Rodrigo P S; Aldo Von WANGENHEIM

DOI

2025 Trabalho em evento

HS Dermatology

Bridging Precision and Efficiency: Ai-Driven Segmentation and Orientation Correction for Enhanced Protocol Adherence in Teledermatology

2025 IEEE 38th International Symposium on ComputerBased Medical Systems (CBMS)

Ribeiro Rodrigo P S; Aldo Von WANGENHEIM; Santos Luís O; Nunes Daniel H; Tiellet Bibiana Q et al

DOI ISBN 9798331526108

2025 Trabalho em evento

PS Computer Vision and Pattern Recognition

Towards Automated Placental Screening: Instance Segmentation in Clinical Images

2025 IEEE 38th International Symposium on ComputerBased Medical Systems (CBMS)

Quatrin Tiellet Da Silva BIBIANA; Lopes Beatriz SILVA; Santos Luís OTÁVIO; De Paula E Silva Ribeiro RODRIGO; Aldo Von WANGENHEIM

DOI ISBN 9798331526108

2025 Trabalho em evento

PS Computer Vision and Pattern Recognition

Towards Universal Cytopathology Segmentation: Transformer and Cnn Models Across Stains

2025 IEEE 38th International Symposium on ComputerBased Medical Systems (CBMS)

Santos Luís O; Ribeiro Rodrigo P S; Aldo Von WANGENHEIM; Onofre Alexandre S C; Onofre Fabiana B M et al

DOI ISBN 9798331526108

2025 Trabalho em evento

PS Computer Science Applications

Local Path Planning for Self-driving Cars in Unknown Environments Using an Ensemble-Based Approach

2025 LI Latin American Computer Conference (CLEI)

Oliveira Cristiano S; Toledo RAFAEL; Aldo Von WANGENHEIM

DOI ISBN 9798331594534

2025 Trabalho em evento

PS Computer Vision and Pattern Recognition

A Systematic Review of CNN Approaches to Assist Diagnosis of Asbestos-Related Disease Using Medical Images

2025 LI Latin American Computer Conference (CLEI)

Dos Santos Mauricius CORREA; Rezer Mosquér HENRIQUE; Roschildt Pinto Alex SANDRO; Aldo Von WANGENHEIM; De Macedo Douglas D J

DOI ISBN 9798331594534

2025 Trabalho em evento

PS Computer Vision and Pattern Recognition

Advancing Automated Placental Screening: Deep Learning for Multiclass Segmentation in Postpartum Images

2025 LI Latin American Computer Conference (CLEI)

Lopes Beatriz SILVA; Da Silva Bibiana Quatrin TIELLET; Aldo Von WANGENHEIM; Krug STEPHAN; Pinto Alex Sandro ROSCHILDT

DOI ISBN 9798331594534

2025 Artigo em periódico

PS Computer Science Applications

Trajectory Planning for Autonomous Cars in Low-Structured and Unstructured Environments: A Systematic Review

IEEE Access

Souza De Oliveira CRISTIANO; Toledo Rafael De S; Tulux Oliveira Victorio Vitor H; Aldo Von WANGENHEIM

DOI ISSN 2169-3536

2025 Artigo em periódico

HS Endocrinology; Diabetes and Metabolism

Maternal Diabetes Mellitus and Congenital Heart Diseases: Systematic Review

Congenital Heart Disease

Galluzzo Roberto NOYA; Da Correggio Karine SOUZA; Aldo Von WANGENHEIM; Werner HERON; Bravo Valenzuela Nathalie JEANNE et al

DOI ISSN 1747-0803

2025 Artigo em periódico

PS Computer Vision and Pattern Recognition

Evaluating Vision-Enabled LLMs a Comparative Study on Cloud Detection using Horizon Camera Imagery

INTERNATIONAL JOURNAL OF ADVANCED REMOTE SENSING AND GIS

Allan CERENTINI; Arrais Juliana MARIAN; Bruno Juncklaus MARTINS; Tiago Oliveira Da LUZ; Aldo Von WANGENHEIM

ISSN 2320-0243

2025 Artigo em periódico

HS Public Health; Environmental and Occupational Health

Prenatal Ultrasonographic Markers of Macrossomia and C-Peptide in Gestational Diabetes Mellitus: A Prospective Cohort Study

Diagnostics

Galluzzo Roberto NOYA; Da Correggio Karine SOUZA; Aldo Von WANGENHEIM; Gustavo Yano CALLADO; Heron WERNER et al

ISSN 2075-4418

2025 Artigo em periódico

PS Artificial Intelligence

From Knowledge Extraction to Assertive Response: An LLM Chatbot for Information Retrieval in Telemedicine Systems

Applied Sciences-Basel

Pupo Bruna D; Costa Daniel G; Immich ROGER; Aldo Von WANGENHEIM; Pinto Alex Sandro ROSCHILDT et al

DOI ISSN 2076-3417

2025 Artigo em periódico

HS Radiology; Nuclear Medicine and Imaging

AI-Driven Fetal Liver Echotexture Analysis

JOURNAL OF ULTRASOUND IN MEDICINE

Da Correggio Karine S; Santos Luís OTÁVIO; Muylaert Barroso Felipe S; Galluzzo Roberto N; Chaves Thiago Z L et al

DOI ISSN 0278-4297

2025 Artigo em periódico

PS Computer Science Applications

FCDD: A High-Resolution Unstructured Environment Dataset with Multiple Sand Roads

IEEE Access

Toledo Rafael De S; De Oliveira Cristiano S; Andaló FLÁVIO; Aldo Von WANGENHEIM

DOI ISSN 2169-3536

2024 Trabalho em evento

HS Health Informatics

Avaliação Automatizada de Qualidade e Adesão ao Protocolo de Aquisição de Imagens em Exames de Teledermatologia

Anais Estendidos do Simpósio Brasileiro de Computação Aplicada à Saúde

Ribeiro Rodrigo P S; Aldo Von WANGENHEIM

DOI ISBN 2763-8987

2024 Trabalho em evento

PS Computer Vision and Pattern Recognition

Computer Vision-based Approach for Automated Recognition of Interference Patterns in Digital Inline Holography Microscopy

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

Rockembach MANOELLA; Souza Rodrigo FERRAZ; Aldo Von WANGENHEIM; Sobieranski Antonio CARLOS

DOI ISBN 9798350384727

2024 Trabalho em evento

PS Computer Vision and Pattern Recognition

A Performance Increment Strategy for Semantic Segmentation of Low-Resolution Images from Damaged Roads

Intelligent Systems 34th Brazilian Conference; BRACIS 2024

Toledo Rafael De S; Souza De Oliveira CRISTIANO; Tulux Oliveira Victorio Vitor H; Eric A ANTONELO; Aldo Von WANGENHEIM

2024 Artigo em periódico

LS Insect Science

Automated classification and tracking of microscopic holographic patterns of nematodes using machine learning methods

NEMATOLOGY

Ribeiro Rodrigo De P E S; Sobieranski Antonio C; Gonçalves Elaine C D; Dutra Rafael C; Aldo Von WANGENHEIM

DOI ISSN 1388-5545

2024 Artigo em periódico

PS General Earth and Planetary Sciences

Enhancing Semantic Segmentation of Cloud Images Captured with Horizon-Oriented Cameras

INTERNATIONAL JOURNAL OF ADVANCED REMOTE SENSING AND GIS

Cerentini ALLAN; Martins Bruno JUNCKLAUS; Arrais Juliana MARIAN; Sylvio Luiz Mantelli NETO; Aldo Von WANGENHEIM

ISSN 2320-0243

2024 Artigo em periódico

PS General Computer Science

Innovative infrastructure to access Brazilian fungal diversity using deep learning

PeerJ

Chaves THIAGO; Santos Xavier JOICYMARA; Gonçalves Dos Santos ALFEU; Martins Cunha KELMER; Karstedt FERNANDA et al

DOI ISSN 2167-8359

2024 Artigo em periódico

HS Radiology; Nuclear Medicine and Imaging

Available evidence on fetal liver changes detected by ultrasound in pregnant women with gestational diabetes mellitus: Systematic review

JOURNAL OF CLINICAL ULTRASOUND

Da Correggio Karine SOUZA; Galluzzo Roberto NOYA; Aldo Von WANGENHEIM; Werner HERON; Castro Pedro TEIXEIRA et al

DOI ISSN 0091-2751

2024 Artigo em periódico

PS Renewable Energy; Sustainability and the Environment

Systematic Review on Ground-Based Cloud Tracking Methods for Photovoltaics Nowcasting

AMERICAN JOURNAL OF CLIMATE CHANGE

Arrais Juliana MARIAN; Cerentini ALLAN; Martins Bruno JUNCKLAUS; Chaves Thiago Zimmermann LOUREIRO; Neto Sylvio Luiz MANTELLI et al

DOI ISSN 2167-9495