publicações selecionadas
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artigo académico
- Accurate phenotyping of luminal A breast cancer in magnetic resonance imaging: A new 3D CNN approach. Computers in Biology and Medicine. 2025
- Image-based Lung Analysis in the Context of Digital Pathology: a Brief Review. Procedia Computer Science. 2024
- Editorial for the Special Issue on Industrial Machine Learning Applications. Journal of Imaging. 2023
- An Innovative Faster R-CNN-Based Framework for Breast Cancer Detection in MRI. Journal of Imaging. 2023
- Footwear segmentation and recommendation supported by deep learning: An exploratory proposal. Procedia Computer Science. 2023
- Empowering Deaf-Hearing Communication: Exploring Synergies between Predictive and Generative AI-Based Strategies towards (Portuguese) Sign Language Interpretation. Journal of Imaging. 2023
- Using deep learning to detect the presence/absence of defects on leather: On the way to build an industry-driven approach. Journal of Physics: Conference Series. 2022
- A web-based Voice Interaction framework proposal for enhancing Information Systems user experience. Procedia Computer Science. 2022
- Influence of clinical factors on the protective or deleterious impact of genetic variants in orthodontically induced external root resorption: an observational study. BMC Oral Health. 2022
- Point-cloud based 3D object detection and classification methods for self-driving applications: A survey and taxonomy. Food Packaging and Shelf Life. 2021
- Automated Vision System for Cutting Fixed-weight or Fixed-length Frozen Fish Portions. Proceedings of the International Conference on Pattern Recognition Applications and Methods. 2019
- BIM MIXED REALITY TOOL FOR THE INSPECTION OF HERITAGE BUILDINGS. ISPRS Annals of Photogrammetry, Remote Sensing and Spatial Information Sciences. 2019
- Bone age assessment using general use convolutional neural networks. International Conference on Graphics and Interaction (ICGI). 2019
- Inpresso AR: A generic augmented book. PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON GRAPHICS AND INTERACTION (ICGI). 2019
- Scene Reconstruction for Storytelling in 360 $$^\circ $$ Videos. Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering. 2019
- AGATHA: Face Benchmarking Dataset for Exploring Criminal Surveillance methods on Open Source Data. 1ST INTERNATIONAL CONFERENCE ON GRAPHICS AND INTERACTION (ICGI). 2018
- Graphics and Media Technologies for Operators in Industry 4.0. IEEE Computer Graphics and Applications. 2018
- Image processing techniques and orthodontic related apical root resorption prediction models 2017
- IRAK1 variant is protective for orthodontic-induced external apical root resorption. Oral Deseases. 2016
- Representation learning for mammography mass lesion classification with convolutional neural networks. Computer Methods and Programs in Biomedicine. 2016
- Water quality of Danube Delta systems: Ecological status and prediction using machine-learning algorithms. Water Science and Technology. 2016
- Automatic processing-based method for biometric characterization of biological images. Microscopy and Microanalysis. 2015
- Pattern recognition techniques for biological tissues differentiation in planktonic organisms. Microscopy and Microanalysis. 2015
- Erratum to "A clinical risk prediction model of orthodontic-induced external apical root resorption" [Rev Port Estomatol Med Dent Cir Maxilofac. 2014;55(2):66-72] Doi: 10.1016/j.rpemd.2014.03.001. Revista Portuguesa de Estomatologia Medicina Dentaria e Cirurgia Maxilofacial. 2015
- Improving the Mann–Whitney statistical test for feature selection: An approach in breast cancer diagnosis on mammography. Artificial Intelligence in Medicine. 2015
- Machine learning methods for breast cancer CADx over digital and film mammograms. International Journal of Image Mining. 2015
- A clinical risk prediction model of orthodontic-induced external apical root resorption. Revista Portuguesa de Estomatologia Medicina Dentaria e Cirurgia Maxilofacial. 2014
- Impact of Ensemble Learning in the Assessment of Skeletal Maturity. Journal of Medical Systems. 2014
- Polymorphisms of genes encoding P2X7R, IL-1B, OPG and RANK in orthodontic-induced apical root resorption. Oral Diseases. 2014
- A method for segmentation of dental implants and crestal bone. International Journal of Computer Assisted Radiology and Surgery. 2013
- A novel formed classifier for analyzing cellular contents in cells images. Microscopy and Microanalysis. 2013
- An evaluation of image descriptors combined with clinical data for breast cancer diagnosis. International Journal of Computer Assisted Radiology and Surgery. 2013
- Deformable models as a tool for biometric and histopathological applications. Microscopy and Microanalysis. 2013
- Improving the breast cancer diagnosis using digital repositories. Proceedings Iwbbio 2013: International Work-Conference on Bioinformatics and Biomedical Engineering. 2013
- A software framework for building biomedical machine learning classifiers through grid computing resources. Journal of Medical Systems. 2012
- CLASSIFIER PERFOMANCE VS DATASET SIZE: A COMPARATIVE STUDY FOR BREAST LESIONS CLASSIFICATION. ICEM15: 15TH INTERNATIONAL CONFERENCE ON EXPERIMENTAL MECHANICS. 2012
- Discovering mammography-based machine learning classifiers for breast cancer diagnosis. Journal of Medical Systems. 2012
- EVALUATION OF FEATURES SELECTION METHODS FOR BREAST CANCER CLASSIFICATION. ICEM15: 15TH INTERNATIONAL CONFERENCE ON EXPERIMENTAL MECHANICS. 2012
- EXCHANGING DATA FOR BREAST CANCER DIAGNOSIS ON HETEROGENEOUS GRID PLATFORMS. Computing and Informatics. 2012
- MIWAD: A SOFTWARE SUITE FOR BUILDING CAD METHODS. ICEM15: 15TH INTERNATIONAL CONFERENCE ON EXPERIMENTAL MECHANICS. 2012
- Evaluation of in vivo reproductive toxicity of potassium chromate in male mice. Experimental and Toxicologic Pathology. 2010
- Brain volumetry estimation based on a suitable combination of statistic and morphological techniques. Computational Vision and Medical Imaging Processing. 2008
- Elliptical approximation of edges 1998
- DIAG, un sistema experto para el diagnóstico de anomalías craneofaciales. Revista Cubana de Investigaciones Biomedicas. 1997
- Análisis de algunas variables clínicas en relación con la retinopatía diabética 1996
- CALLOS-Sistema Automatizado para Evaluar el Crecimiento de Callos en Cultivo basado en Técnicas de Procesamiento Digital de Imágenes 1995
- EYEWIN-Sistema para la Captura y Mejoramiento de Imágenes en Ambiente Windows utilizando la Tarjeta EYEGRABBER. Cultivos Tropicales. 1995
- La validación de sistemas expertos 1995
- Morbilidad al egreso en un servicio de oftalmología. Revista Cubana Oftalmología . 1995
- REACTIVOS - Sistema Automatizado para la Determinación de la Variante Optima en una compra de Reactivos Químicos. Cultivos Tropicales. 1995
- PROTOPLASTOS: Sistema Automatizado para el Conteo de Protoplastos de Naranjo Agrio, basado en Técnicas de Procesamiento Digital de Imágenes 1993
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artigo de conferência
- AOI for automotive industry - a quality assessment approach combining 2D and 3D sensors 2024
- A cloud-based 3D real-Time inspection platform for industry: A casestudy focusing automotive cast iron parts 2023
- A Ubiquitous Service-Oriented Automatic Optical Inspection Platform for Textile Industry. Procedia Computer Science. 2021
- Deployment Service for Scalable Distributed Deep Learning Training on Multiple Clouds 2021
- Application of the Two-Stage One-Dimensional Cutting Stock Problem in the Steel Industry 2018
- A three-staged approach to medicine box recognition 2017
- Heritage BIM integration with mixed reality for building preventive maintenance 2017
- Classification of water for production using parameters in real time | Clasificación de Agua para producción usando parámetros en Tiempo Real 2015
- Convolutional neural networks for mammography mass lesion classification 2015
- Improving the performance of machine learning classifiers for Breast Cancer diagnosis based on feature selection 2014
- Classifier for drinking water quality in real time 2013
- A practical and robust image processing method for evaluating the External Apical Root Resorption 2012
- BCDR: A BREAST CANCER DIGITAL REPOSITORY 2012
- Optimizing the Area Under the ROC Curve in Multilayer Perceptron-based Classifiers 2011
- Exploiting E-infrastructures for medical image storage and analysis: A grid application for mammography CAD 2010
- A new semiautomatic method for ICH segmentation and tracking from CT head images 2008
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capítulo de livro
- Multidisciplinary Collaboration for the Development of Innovative Solutions in Health Care: The Case of the IMED Project 2015
- Benchmarking Datasets for Breast Cancer Computer-Aided Diagnosis (CADx) 2013
- Improving Breast Cancer Classification with Mammography, supported on an appropriate Variable Selection Analysis 2013
- New method and software prototype for automatized measurement of crestal bone levels around implants 2013
- Grid infrastructures for developing mammography CAD systems. 2010
- Spontaneous Intracerebral Hemorrhage Image Analysis Methods: A Survey 2009
- Set of Methods for Spontaneous ICH Segmentation and Tracking from CT Head Images 2007
- Development of a New Index to Evaluate Zooplanktons’ Gonads: An Approach Based on a Suitable Combination of Deformable Models 2005
- Segmentation and Morphometry of Histological Sections Using Deformable Models: A New Tool for Evaluating Testicular Histopathology 2003
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documento
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livro
- Grid Computing for Breast Cancer CAD. A Pilot Experience in a Medical Environment 2010
- Introducing ROC curves as error measure functions: A new approach to train ANN-based biomedical data classifiers 2010
- Grid-based architecture to host multiple repositories: A mammography image analysis use case 2009
- Computer aided diagnosis system to detect breast cancer pathological lesions 2008
- Breast cancer diagnosis based on a suitable combination of deformable models and artificial neural networks techniques 2007
- Piex, An expert system to classify pineapple varieties | Piex, Un sistema experto para la clasificación de variedades de piña 1997