Carlos Santos - Instituto Federal Farroupilha

基本信息

Career Trajectory

Bio

Carlos Santos (Member, IEEE) received the B.Sc. degree in informatics from the University of the Region of Campanha (URCAMP), in 2010, and the M.Sc. degree in electrical engineering from the Federal University of Pampa (UNIPAMPA), in 2017. He is currently pursuing the Ph.D. degree in computing with the Federal University of Pelotas (UFPEL). He is a Professor with the Federal Institute of Education, Science and Technology Farroupilha (IFFAR). His research interests include the applications of artificial intelligence in diagnostic imaging, computer aided detection (CAD), and computer aided diagnosis (CADx).

Research Interests

Papers共 17 篇Author StatisticsCo-AuthorSimilar Experts

By YearBy Citation主题筛选期刊级别筛选合作者筛选合作机构筛选

DRAT: A Semi-Supervised Tool for Automatic Annotation of Lesions Caused by Diabetic Retinopathy

Marcelo Dias,Carlos Santos,Marilton Aguiar,Daniel Welfer,Alejandro Pereira, Fernando Olle

PROCEEDINGS OF THE 20TH BRAZILIAN SYMPOSIUM ON INFORMATIONS SYSTEMS, SBSI 2024 (2024)

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Desenvolvimento De Abordagens Baseadas Em Redes Neurais Profundas Para Detecção E Segmentação De Instância De Lesões Retinianas

Carlos Santos, Marilton Sanchotene de Aguiar,Daniel Welfer

Anais Estendidos do XXIV Simpósio Brasileiro de Computação Aplicada à Saúde (SBCAS 2024) (2024)

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An Improved Approach for Semantic Segmentation of Fundus Lesions Using R2U-Net

Alejandro Pereira,Carlos Santos,Marilton Aguiar,Daniel Welfer,Marcelo Dias, Rafaela de Menezes, Paulo Roberto Ferreira, Fabio Rossi, Marcos d'Ornellas,Carlos Jesus Haygert, Juliano Kazienko, Fabio Comim, Aurelio Hoppe, Juliano Weber, Leandro Tavares, Leonardo Guths, Rodrigo Guerra

Annual International Conference of the IEEE Engineering in Medicine and Biology Society IEEE Engineering in Medicine and Biology Society Annual International Conference (2024): 1-4

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Enhanced Semantic Segmentation of Retinal Microlesions Through R2U-Net Architecture

Alejandro Pereira,Carlos Santos,Marilton Aguiar,Daniel Welfer,Marcelo Dias, Rafaela de Menezes, Douglas Santana

Anais do XXIV Simpósio Brasileiro de Computação Aplicada à Saúde (SBCAS 2024) (2024)

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Clinical Judgment Vs Triage Scales for Detecting Large Vessel Occlusions in Suspected Acute Stroke

N. Konz,Mateusz Buda, Han Gu,Ashirbani Saha,Jichen Yang,Jakub Chledowski,Jungkyu Park,J. Witowski,Krzysztof J. Geras,Yoel Shoshan, F. Gilboa-Solomon,Daniel Khapun,Vadim Ratner,Ella Barkan,Michal Ozery-Flato, R. Martí, A. Omigbodun,Chrysostomos Marasinou,Noor Nakhaei,William Hsu,Pranjal Sahu,Md Belayat Hossain,Juhun Lee,Carlos Santos, A. Przelaskowski,Jayashree Kalpathy-Cramer, Ben Bearce,Kenny H. Cha,K. Farahani, N. Petrick,Lubomir M. Hadjiiski,K. Drukker,S. Armato,Maciej A. Mazurowski

JAMA Network Open（2023）

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Detection of Retinal Microlesions Through YOLOR-CSP Architecture and Image Slicing with the SAHI Algorithm

Alejandro Pereira,Carlos Santos,Marilton Aguiar,Daniel Welfer,Marcelo Dias,Marcelo Ribeiro, Reza Ahmadi

2023 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS, IJCNN (2023)

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A New Approach for Fundus Lesions Instance Segmentation Based on Mask R-CNN X101-FPN Pre-Trained Architecture

Carlos Santos,Marilton Aguiar,Daniel Welfer,Marcelo Dias,Alejandro Pereira,Marcelo Ribeiro,Bruno Belloni

IEEE ACCESS（2023）

Cited3Views0EIWOSBibtex

Decoding Chemical Bonds: Assessment of the Basis Set Effect on Overlap Electron Density Descriptors and Topological Properties in Comparison to QTAIM

Carlos V. Santos, Shirlene A. Monteiro, Amanda S. C. Soares,Isabeli C. A. Souto,Renaldo T. Moura

JOURNAL OF PHYSICAL CHEMISTRY Ano. 38 (2023): 7997-8014

Cited9Views0WOSBibtex

Improved Detection of Fundus Lesions Using YOLOR-CSP Architecture and Slicing Aided Hyper Inference

Alejandro Pereira,Carlos Santos,Marilton Aguiar,Daniel Welfer,Marcelo Dias,Marcelo Ribeiro

IEEE LATIN AMERICA TRANSACTIONSno. 7 (2023): 806-813

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