João Dallyson Sousa de Almeida
Orcid: 0000-0001-7013-9700Affiliations:
- Federal University of Maranhão, Applied Computing Group, Brazil
According to our database1,
João Dallyson Sousa de Almeida
authored at least 57 papers
between 2011 and 2024.
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Bibliography
2024
Biomed. Signal Process. Control., 2024
Application of Example-Based Explainable Artificial Intelligence (XAI) for Analysis and Interpretation of Medical Imaging: A Systematic Review.
IEEE Access, 2024
Proceedings of the 19th International Joint Conference on Computer Vision, 2024
Diffusion Model for Generating Synthetic Contrast Enhanced CT from Non-Enhanced Heart Axial CT Images.
Proceedings of the 26th International Conference on Enterprise Information Systems, 2024
A Comparative Analysis of EfficientNet Architectures for Identifying Anomalies in Endoscopic Images.
Proceedings of the 26th International Conference on Enterprise Information Systems, 2024
2023
Comput. methods Biomech. Biomed. Eng. Imaging Vis., September, 2023
A Two-Stage Method for Polyp Detection in Colonoscopy Images Based on Saliency Object Extraction and Transformers.
IEEE Access, 2023
2022
Multim. Tools Appl., 2022
Kidney tumor segmentation from computed tomography images using DeepLabv3+ 2.5D model.
Expert Syst. Appl., 2022
A ensemble methodology for automatic classification of chest X-rays using deep learning.
Comput. Biol. Medicine, 2022
Computational method for aid in the diagnosis of sixth optic nerve palsy through digital videos.
Comput. Biol. Medicine, 2022
Classification of Histopathological Images of Penile Cancer using DenseNet and Transfer Learning.
Proceedings of the 17th International Joint Conference on Computer Vision, 2022
Proceedings of the Image Analysis and Processing - ICIAP 2022, 2022
Practical Findings from Applying Quality Assurance Activities in the Development of Three Information Systems for Power Companies.
Proceedings of the 24th International Conference on Enterprise Information Systems, 2022
Defining an A/B Testing Process for Usability and User Experience Evaluation Through the Analysis of the Results of a Literature Review.
Proceedings of the HCI International 2022 - Late Breaking Papers. Design, User Experience and Interaction, 2022
Defining Requirements for the Development of Useful and Usable Chatbots: An Analysis of Quality Attributes from Academy and Industry.
Proceedings of the Human-Computer Interaction. User Experience and Behavior, 2022
Proceedings of the 35th IEEE International Symposium on Computer-Based Medical Systems, 2022
Proceedings of the IEEE-EMBS International Conference on Biomedical and Health Informatics, 2022
2021
Segmentation and quantification of COVID-19 infections in CT using pulmonary vessels extraction and deep learning.
Multim. Tools Appl., 2021
Int. J. Medical Informatics, 2021
Expert Syst. Appl., 2021
Forecasting of individual electricity consumption using Optimized Gradient Boosting Regression with Modified Particle Swarm Optimization.
Eng. Appl. Artif. Intell., 2021
Comput. Biol. Medicine, 2021
Applying Exploratory Testing and Ad-Hoc Usability Inspection to Improve the Ease of Use of a Mobile Power Consumption Registration App: An Experience Report.
Proceedings of the HCI International 2021 - Late Breaking Papers: Design and User Experience, 2021
Using Machine Learning for Risk Classification in Brazilian Federal Voluntary Transfers.
Proceedings of the Electronic Government and the Information Systems Perspective, 2021
Proceedings of the Artificial Intelligence in Medicine, 2021
2020
Tear Film Classification in Interferometry Eye Images Using Phylogenetic Diversity Indexes and Ripley's K Function.
IEEE J. Biomed. Health Informatics, 2020
Interferometer eye image classification for dry eye categorization using phylogenetic diversity indexes for texture analysis.
Comput. Methods Programs Biomed., 2020
Comput. Biol. Medicine, 2020
Temporal Convolutional Network applied for Forecasting Individual Monthly Electric Energy Consumption.
Proceedings of the 2020 IEEE International Conference on Systems, Man, and Cybernetics, 2020
Self-Reading by Speech: An End-to-end Speech Recognition Method Applied to the Energy Consumption Measurement on Mobile Devices.
Proceedings of the 2020 International Conference on Systems, Signals and Image Processing, 2020
Mask Overlaying: a Deep Learning Approach for Individual Optic Cup Segmentation from Fundus Image.
Proceedings of the 2020 International Conference on Systems, Signals and Image Processing, 2020
Proceedings of the 2020 International Conference on Systems, Signals and Image Processing, 2020
Proceedings of the 2020 International Conference on Systems, Signals and Image Processing, 2020
2019
Multim. Tools Appl., 2019
Breast cancer detection in mammography using spatial diversity, geostatistics, and concave geometry.
Multim. Tools Appl., 2019
Multim. Tools Appl., 2019
An hybrid feature space from texture information and transfer learning for glaucoma classification.
J. Vis. Commun. Image Represent., 2019
Automatic Ocular Alignment Evaluation for Strabismus Detection Using U-NET and ResNet Networks.
Proceedings of the 8th Brazilian Conference on Intelligent Systems, 2019
Proceedings of the 8th Brazilian Conference on Intelligent Systems, 2019
2018
Augmented visualization using homomorphic filtering and Haar-based natural markers for power systems substations.
Comput. Ind., 2018
Proceedings of the 25th International Conference on Systems, Signals and Image Processing, 2018
Proceedings of the 25th International Conference on Systems, Signals and Image Processing, 2018
Proceedings of the 2018 IEEE Symposium on Computers and Communications, 2018
Segmentation of the Retinal Reflex in Brückner Test Images Using U-Net Convolutional Network.
Proceedings of the Image Analysis and Recognition - 15th International Conference, 2018
Proceedings of the Image Analysis and Recognition - 15th International Conference, 2018
Diagnosis of Non-Small Cell Lung Cancer Using Phylogenetic Diversity in Radiomics Context.
Proceedings of the Image Analysis and Recognition - 15th International Conference, 2018
2017
Multim. Tools Appl., 2017
Comput. Methods Programs Biomed., 2017
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2017
2016
Proceedings of the 22nd Brazilian Symposium on Multimedia and the Web, 2016
2015
J. Digit. Imaging, 2015
Comput. Biol. Medicine, 2015
2013
Metodologia computacional para detecção e diagnóstico automáticos e planejamento cirúrgico do estrabismo.
PhD thesis, 2013
2012
Computational methodology for automatic detection of strabismus in digital images through Hirschberg test.
Comput. Biol. Medicine, 2012
2011
Automatic Eye Detection in Human Faces Using Geostatistical Functions and Support Vector Machines.
Proceedings of the Image Analysis and Recognition - 8th International Conference, 2011