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2020 – today
- 2024
[j16]Tomás Santos, Hélder P. Oliveira
, António Cunha:
Systematic review on weapon detection in surveillance footage through deep learning. Comput. Sci. Rev. 51: 100612 (2024)- [c70]Pedro Vale, Jennifer Boer, Hélder P. Oliveira, Tânia Pereira:
Deep Learning Models to Predict Brain Cancer Grade Through MRI Analysis. CBMS 2024: 153-157 - [c69]Maria Amaro, Hélder P. Oliveira, Tânia Pereira:
CNN-based Methods for Survival Prediction using CT images for Lung Cancer Patients. CBMS 2024: 290-296 - [c68]Luís Fernandes, Tânia Pereira, Hélder P. Oliveira:
Exploring the differences between Multi-task and Single-task with the use of Explainable AI for lung nodule classification. CBMS 2024: 418-423 - [c67]Filipe B. Teixeira, Manuel Ricardo, André Coelho, Hélder P. Oliveira, Paula Viana, Nuno Paulino, Helder Fontes, Paulo Marques, Rui Campos, Luís M. Pessoa:
CONVERGE: A Vision-Radio Research Infrastructure Towards 6G and Beyond. EuCNC/6G Summit 2024: 1015-1020 - [c66]Inês Teiga, Joana Sousa, Francisco Silva, Tânia Pereira, Hélder P. Oliveira:
Radiological Medical Imaging Annotation and Visualization Tool. HCI (15) 2024: 317-333 - [c65]Margarida Victoriano, Lino Oliveira, Hélder P. Oliveira:
Comparative Study Between Object Detection Models, for Olive Fruit Fly Identification. VISIGRAPP (2): VISAPP 2024: 458-465 - [i4]Filipe B. Teixeira, Manuel Ricardo, André Coelho, Hélder P. Oliveira, Paula Viana, Nuno Paulino, Helder Fontes, Paulo Marques, Rui Campos, Luís M. Pessoa:
Vision-Radio Experimental Infrastructure Architecture Towards 6G. CoRR abs/2402.19416 (2024) - [i3]Ana Filipa Rodrigues Nogueira, Hélder P. Oliveira, Luís F. Teixeira:
Markerless Multi-view 3D Human Pose Estimation: a survey. CoRR abs/2407.03817 (2024) - 2023
- [j15]João Fonseca, Xiuyun Liu, Hélder P. Oliveira, Tânia Pereira:
Mortality prediction using medical time series on TBI patients. Comput. Methods Programs Biomed. 242: 107806 (2023) - [j14]José Mendes, Tânia Pereira, Francisco Silva, Julieta Frade, Joana Morgado, Cláudia Freitas, Eduardo Negrão, Beatriz Flor De Lima, Miguel Correia Da Silva, António J. Madureira, Isabel Ramos, José Luis Costa, Venceslau Hespanhol, António Cunha, Hélder P. Oliveira:
Lung CT image synthesis using GANs. Expert Syst. Appl. 215: 119350 (2023) - [j13]Joana Sousa, Pedro Matos, Francisco Silva, Pedro Freitas, Hélder P. Oliveira, Tânia Pereira:
Single Modality vs. Multimodality: What Works Best for Lung Cancer Screening? Sensors 23(12): 5597 (2023) - [j12]Hugo S. Oliveira, Hélder P. Oliveira:
Transformers for Energy Forecast. Sensors 23(15): 6840 (2023) - [c64]Miguel Simões, Tânia Pereira, Francisco Silva, José Manuel F. Machado, Hélder P. Oliveira:
A Machine Learning Approach for Predicting Microsatellite Instability using RNA-seq. BIBM 2023: 2875-2882 - [c63]Luís Fernandes, Hélder P. Oliveira:
Multitask learning approach for lung nodule segmentation and classification in CT images. BIBM 2023: 3874-3880 - [c62]André Gomes, Tânia Pereira, Francisco Silva, Pedro Franco, Diogo Costa Carvalho, Sílvia Costa Dias, Hélder P. Oliveira:
Patch-based CNN Models for Bone Marrow Edema Detection Using MRI. BIBM 2023: 3881-3885 - [c61]Lucas Ribeiro, Hélder P. Oliveira, Xiao Hu, Tânia Pereira:
AI-based Models to Predict the Heart Rate Using PPG and Accelerometer Signals During Physical Exercise. BIBM 2023: 4398-4403 - [c60]Margarida Victoriano, Lino Oliveira, Hélder P. Oliveira:
Automated Detection and Identification of Olive Fruit Fly Using YOLOv7 Algorithm. IbPRIA 2023: 211-222 - [c59]Hugo S. Oliveira, Pedro P. Ribeiro, Hélder P. Oliveira:
Evaluation of Regularization Techniques for Transformers-Based Models. IbPRIA 2023: 312-319 - 2022
- [j11]Mafalda Malafaia, Francisco Silva, Inês Neves, Tânia Pereira, Hélder P. Oliveira:
Robustness Analysis of Deep Learning-Based Lung Cancer Classification Using Explainable Methods. IEEE Access 10: 112731-112741 (2022) - [j10]Ana Costa, Daniel Rodrigues, Marina Castro, Sofia Assis, Hélder P. Oliveira:
The effect of augmentation and transfer learning on the modelling of lower-limb sockets using 3D adversarial autoencoders. Displays 74: 102190 (2022) - [j9]Julieta Frade, Tânia Pereira, Joana Morgado, Francisco Silva, Cláudia Freitas, José Mendes, Eduardo Negrão, Beatriz Flor De Lima, Miguel Correia Da Silva, António J. Madureira, Isabel Ramos, José Luis Costa, Venceslau Hespanhol, António Cunha, Hélder P. Oliveira:
Multiple instance learning for lung pathophysiological findings detection using CT scans. Medical Biol. Eng. Comput. 60(6): 1569-1584 (2022) - [j8]Joana Sousa, Tânia Pereira, Inês Neves, Francisco Silva, Hélder P. Oliveira:
The Influence of a Coherent Annotation and Synthetic Addition of Lung Nodules for Lung Segmentation in CT Scans. Sensors 22(9): 3443 (2022) - [c58]Artur Ferreira, Tânia Pereira, Francisco Silva, Ana T. Vilares, Miguel Correia Da Silva, António Cunha, Hélder P. Oliveira:
Synthesizing 3D Lung CT scans with Generative Adversarial Networks. EMBC 2022: 2033-2036 - [c57]Marco Teixeira, Tânia Pereira, Francisco Silva, António Cunha, Hélder P. Oliveira:
Unsupervised Approach for Malignancy Assessment of Lung Nodules in Computed Tomography Scans Using Radiomic Features. EMBC 2022: 2037-2040 - [c56]Pedro Silva, Tânia Pereira, Marco Teixeira, Francisco Silva, Hélder P. Oliveira:
On the way for the best imaging features from CT images to predict EGFR Mutation Status in Lung Cancer. EMBC 2022: 2659-2662 - [c55]Tânia Pereira, Francisco Silva, Pedro Claro, Diogo Costa Carvalho, Sílvia Costa Dias, Helena Torrão, Hélder P. Oliveira:
A Random Forest-based Classifier for MYCN Status Prediction in Neuroblastoma using CT Images. EMBC 2022: 3854-3857 - [c54]Bernardo Ramos, Tânia Pereira, Francisco Silva, José Luis Costa, Hélder P. Oliveira:
Differential Gene Expression Analysis of the Most Relevant Genes for Lung Cancer Prediction and Sub-type Classification. IbPRIA 2022: 182-191 - [c53]Inês Rocha, Fábio Azevedo, Pedro H. Carvalho, Patrícia S. Peixoto, Marcela A. Segundo, Hélder P. Oliveira:
An Edge-Based Computer Vision Approach for Determination of Sulfonamides in Water. IbPRIA 2022: 415-429 - 2021
- [j7]Francisco Silva, Tânia Pereira, Joana Morgado, Julieta Frade, José Mendes, Cláudia Freitas, Eduardo Negrão, Beatriz Flor De Lima, Miguel Correia Da Silva, António J. Madureira, Isabel Ramos, Venceslau Hespanhol, José Luis Costa, António Cunha, Hélder P. Oliveira:
EGFR Assessment in Lung Cancer CT Images: Analysis of Local and Holistic Regions of Interest Using Deep Unsupervised Transfer Learning. IEEE Access 9: 58667-58676 (2021) - [c52]Alexandra Ventura, Tânia Pereira, Francisco Silva, Cláudia Freitas, António Cunha, Hélder P. Oliveira:
Stacking Approach for Lung Cancer EGFR Mutation Status Prediction from CT Scans. BIBM 2021: 3099-3105 - [c51]Pedro H. Carvalho, Inês Rocha, Fábio Azevedo, Patrícia S. Peixoto, Marcela A. Segundo, Hélder P. Oliveira:
Cost-Efficient Color Correction Approach on Uncontrolled Lighting Conditions. CAIP (1) 2021: 90-99 - [c50]Bernardo Ramos, Tânia Pereira, João Moranguinho, Joana Morgado, José Luis Costa, Hélder P. Oliveira:
An Interpretable Approach for Lung Cancer Prediction and Subtype Classification using Gene Expression. EMBC 2021: 1707-1710 - [c49]João Moranguinho, Tânia Pereira, Bernardo Ramos, Joana Morgado, José Luis Costa, Hélder P. Oliveira:
Attention Based Deep Multiple Instance Learning Approach for Lung Cancer Prediction using Histopathological Images. EMBC 2021: 2852-2855 - [c48]Francisco Silva, Tânia Pereira, Joana Morgado, António Cunha, Hélder P. Oliveira:
The Impact of Interstitial Diseases Patterns on Lung CT Segmentation. EMBC 2021: 2856-2859 - [c47]Mafalda Malafaia, Tânia Pereira, Francisco Silva, Joana Morgado, António Cunha, Hélder P. Oliveira:
Ensemble Strategies for EGFR Mutation Status Prediction in Lung Cancer. EMBC 2021: 3285-3288 - [c46]Pedro Reis, Pedro H. Carvalho, Patrícia S. Peixoto, Marcela A. Segundo, Hélder P. Oliveira:
Mobile Application for Determining the Concentration of Sulfonamides in Water Using Digital Image Colorimetry. HCI (8) 2021: 468-484 - [c45]Ana Costa, Daniel Rodrigues, Marina Castro, Sofia Assis, Hélder P. Oliveira:
Embedding Anatomical Characteristics in 3D Models of Lower-limb Sockets through Statistical Shape Modelling. VISIGRAPP (4: VISAPP) 2021: 528-535 - [i2]Ricardo J. Araújo, Jaime S. Cardoso, Hélder P. Oliveira:
Topological Similarity Index and Loss Function for Blood Vessel Segmentation. CoRR abs/2107.14531 (2021) - 2020
- [c44]Diogo Malafaya, Sara Domingues, Hélder P. Oliveira:
Domain Adaptation for Heart Rate Extraction in the Neonatal Intensive Care Unit. BIBM 2020: 1082-1086 - [c43]João F. Teixeira, Sílvia Bessa, Pedro F. Gouveia, Hélder P. Oliveira:
A Framework for Fusion of T1-Weighted and Dynamic MRI Sequences. ICIAR (2) 2020: 157-169 - [c42]João F. Teixeira, António M. Carreiro, Rute M. Santos, Hélder P. Oliveira:
B-Mode Ultrasound Breast Anatomy Segmentation. ICIAR (2) 2020: 193-201
2010 – 2019
- 2019
- [j6]Ricardo J. Araújo, Vera Garrido, Catarina A. Baraças, Maria A. Vasconcelos, Carlos Mavioso, João C. Anacleto, Maria João Cardoso, Hélder P. Oliveira:
Computer aided detection of deep inferior epigastric perforators in computed tomography angiography scans. Comput. Medical Imaging Graph. 77 (2019) - [c41]Sara Gomes, Maria Teresa Valério, Marta Salgado, Hélder P. Oliveira, António Cunha:
Unsupervised Neural Network for Homography Estimation in Capsule Endoscopy Frames. CENTERIS/ProjMAN/HCist 2019: 602-609 - [c40]Maria Teresa Valério, Sara Gomes, Marta Salgado, Hélder P. Oliveira, António Cunha:
Lesions Multiclass Classification in Endoscopic Capsule Frames. CENTERIS/ProjMAN/HCist 2019: 637-645 - [c39]Mariana Dias, Beatriz Rocha, João F. Teixeira, Hélder P. Oliveira:
Automatic Sternum Segmentation in Thoracic MRI. EMBC 2019: 1018-1021 - [c38]Catarina Dias, Gil Pinheiro, António Cunha, Hélder P. Oliveira:
Radiogenomics: Lung Cancer-Related Genes Mutation Status Prediction. IbPRIA (2) 2019: 335-345 - [c37]Pedro H. Carvalho, Sílvia Bessa, Ana Rosa M. Silva, Patrícia S. Peixoto, Marcela A. Segundo, Hélder P. Oliveira:
Estimation of Sulfonamides Concentration in Water Based on Digital Colourimetry. IbPRIA (1) 2019: 355-366 - [c36]Ricardo J. Araújo, Jaime S. Cardoso, Hélder P. Oliveira:
Deep Vesselness Measure from Scale-Space Analysis of Hessian Matrix Eigenvalues. IbPRIA (2) 2019: 473-484 - [c35]Marina Castro, Ricardo J. Araújo, Laura Campo-Deaño, Hélder P. Oliveira:
Towards Automatic and Robust Particle Tracking in Microrheology Studies. IbPRIA (2) 2019: 508-519 - [c34]Ricardo J. Araújo, Jaime S. Cardoso, Hélder P. Oliveira:
A Single-Resolution Fully Convolutional Network for Retinal Vessel Segmentation in Raw Fundus Images. ICIAP (2) 2019: 59-69 - [c33]João P. Monteiro, Hooshiar Zolfagharnasab, Hélder P. Oliveira:
Geometry-Based Skin Colour Estimation for Bare Torso Surface Reconstruction. ICIAP (2) 2019: 595-606 - [c32]Hugo S. Oliveira, João F. Teixeira, Hélder P. Oliveira:
Lightweight Deep Learning Pipeline for Detection, Segmentation and Classification of Breast Cancer Anomalies. ICIAP (2) 2019: 707-715 - [c31]Gil Pinheiro, Paulo Jorge Simães Coelho, Mariana Mourão, Marta Salgado, Hélder P. Oliveira, António Cunha:
Small Bowel Mucosa Segmentation for Frame Characterization in Videos of Endoscopic Capsules. ISBI 2019: 83-86 - [c30]Sílvia Bessa, Pedro H. Carvalho, Hélder P. Oliveira:
Registration of Breast MRI and 3D Scan Data Based on Surface Matching. ISBI 2019: 1074-1077 - [c29]Ricardo J. Araújo, Jaime S. Cardoso, Hélder P. Oliveira:
A Deep Learning Design for Improving Topology Coherence in Blood Vessel Segmentation. MICCAI (1) 2019: 93-101 - [i1]Ricardo J. Araújo, Vera Garrido, Catarina A. Baraças, Maria A. Vasconcelos, Carlos Mavioso, João C. Anacleto, Maria João Cardoso, Hélder P. Oliveira:
Computer Aided Detection of Deep Inferior Epigastric Perforators in Computed Tomography Angiography scans. CoRR abs/1907.10354 (2019) - 2018
- [j5]Hooshiar Zolfagharnasab, Sílvia Bessa, Sara Pires de Oliveira, Pedro Faria, João F. Teixeira, Jaime S. Cardoso, Hélder P. Oliveira:
A Regression Model for Predicting Shape Deformation after Breast Conserving Surgery. Sensors 18(1): 167 (2018) - [c28]Gil Pinheiro, Paulo Jorge Simães Coelho, Marta Salgado, Hélder P. Oliveira, António Cunha:
Deep Homography Based Localization on Videos of Endoscopic Capsules. BIBM 2018: 724-727 - 2017
- [c27]Sílvia Bessa, Hélder P. Oliveira:
Registration of Breast Surface Data Before and After Surgical Intervention. IbPRIA 2017: 226-234 - [c26]Sílvia Bessa, Hooshiar Zolfagharnasab, Eduardo Marques Pereira, Hélder P. Oliveira:
Prediction of Breast Deformities: A Step Forward for Planning Aesthetic Results After Breast Surgery. IbPRIA 2017: 267-276 - [c25]João F. Teixeira, Hélder P. Oliveira:
Spacial Aliasing Artefact Detection on T1-Weighted MRI Images. IbPRIA 2017: 462-470 - [c24]Hooshiar Zolfagharnasab, João P. Monteiro, João F. Teixeira, Filipa Borlinhas, Hélder P. Oliveira:
Multi-modal Complete Breast Segmentation. IbPRIA 2017: 519-527 - [c23]Ricardo J. Araújo, Hélder P. Oliveira:
Segmentation of the Rectus Abdominis Muscle Anterior Fascia for the Analysis of Deep Inferior Epigastric Perforators. IbPRIA 2017: 537-545 - 2016
- [j4]Maria João Cardoso, Jaime S. Cardoso, Hélder P. Oliveira, Pedro Gouveia:
The breast cancer conservative treatment. Cosmetic results - BCCT.core - Software for objective assessment of esthetic outcome in breast cancer conservative treatment: A narrative review. Comput. Methods Programs Biomed. 126: 154-159 (2016) - [c22]Hooshiar Zolfagharnasab, Jaime S. Cardoso, Hélder P. Oliveira:
Fitting of Breast Data Using Free Form Deformation Technique. ICIAR 2016: 608-615 - [c21]Björn Eiben, Rene M. Lacher, Vasileios Vavourakis, John H. Hipwell, Danail Stoyanov, Norman R. Williams, Jörg Sabczynski, Thomas Bülow, Dominik Kutra, Kirsten Meetz, Stewart Young, Hans Barschdorf, Hélder P. Oliveira, Jaime S. Cardoso, João P. Monteiro, Hooshiar Zolfagharnasab, Ralph Sinkus, Pedro Gouveia, Gerrit-Jan Liefers, Barbara Molenkamp, Cornelis J. H. van de Velde, David J. Hawkes, Maria João Cardoso, Mohammed Keshtgar:
Breast Conserving Surgery Outcome Prediction: A Patient-Specific, Integrated Multi-modal Imaging and Mechano-Biological Modelling Framework. Digital Mammography / IWDM 2016: 274-281 - 2015
- [j3]Jaime S. Cardoso, Inês Domingues, Hélder P. Oliveira:
Closed Shortest Path in the Original Coordinates with an Application to Breast Cancer. Int. J. Pattern Recognit. Artif. Intell. 29(1): 1555002:1-1555002:24 (2015) - [j2]Rita Moreira, André Magalhães, Hélder P. Oliveira:
A Kinect-Based System for Upper-Body Function Assessment in Breast Cancer Patients. J. Imaging 1(1): 134-155 (2015) - [c20]Rita Moreira, André Magalhães, Hélder P. Oliveira:
A Kinect-Based System to Assess Lymphedema Impairments in Breast Cancer Patients. IbPRIA 2015: 228-236 - [c19]Filipe Trocado Ferreira, Jaime S. Cardoso, Hélder P. Oliveira:
Video Analysis in Indoor Soccer using a Quadcopter. ICPRAM (1) 2015: 77-86 - 2014
- [j1]Hélder P. Oliveira, Jaime S. Cardoso, André Magalhães, Maria João Cardoso:
A 3D low-cost solution for the aesthetic evaluation of breast cancer conservative treatment. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 2(2): 90-106 (2014) - [c18]Ines V. Rodrigues, Pedro M. Ferreira, Ana R. Malheiro, Pedro Brites, Eduardo Marques Pereira, Hélder P. Oliveira:
Morphometric analysis of sciatic nerve images: A directional gradient approach. BIBM 2014: 261-266 - [c17]Diogo Pernes, Jaime S. Cardoso, Hélder P. Oliveira:
Fitting of superquadrics for breast modelling by geometric distance minimization. BIBM 2014: 293-296 - [c16]Pedro Costa, João P. Monteiro, Hooshiar Zolfagharnasab, Hélder P. Oliveira:
Tessellation-based coarse registration method for 3D reconstruction of the female torso. BIBM 2014: 301-306 - [c15]Ana Filipa Sequeira, Hélder P. Oliveira, João C. Monteiro, João P. Monteiro, Jaime S. Cardoso:
MobILive 2014 - Mobile Iris Liveness Detection Competition. IJCB 2014: 1-6 - [c14]João P. Monteiro, Hélder P. Oliveira, Paulo Aguiar, Jaime S. Cardoso:
A depth-map approach for automatic mice behavior recognition. ICIP 2014: 2261-2265 - [c13]Ana Filipa Sequeira, João C. Monteiro, Ana Rebelo, Hélder P. Oliveira:
MobBIO: A Multimodal Database Captured with a Portable Handheld Device. VISAPP (3) 2014: 133-139 - 2013
- [c12]Hélder P. Oliveira, Marco D. Silva, André Magalhães, Maria João Cardoso, Jaime S. Cardoso:
Is Kinect Depth Data Accurate for the Aesthetic Evaluation after Breast Cancer Surgeries? IbPRIA 2013: 261-268 - [c11]João C. Monteiro, Ana Filipa Sequeira, Hélder P. Oliveira, Jaime S. Cardoso:
Robust Iris Localisation in Challenging Scenarios. VISIGRAPP (Selected Papers) 2013: 146-162 - [c10]João C. Monteiro, Hélder P. Oliveira, Ana Filipa Sequeira, Jaime S. Cardoso:
Robust Iris Segmentation under Unconstrained Settings. VISAPP (1) 2013: 180-190 - 2012
- [c9]Cândido Duarte, Hélder P. Oliveira, Filipe Magalhães, Vítor Grade Tavares, Aurélio C. Campilho, Pedro Guedes de Oliveira:
Proactive engineering. EDUCON 2012: 1-5 - [c8]Hélder P. Oliveira, Filipe Magalhães:
Two Unconstrained Biometric Databases. ICIAR (2) 2012: 11-19 - [c7]Hélder Matos, Hélder P. Oliveira, Filipe Magalhães:
Hand-Geometry Based Recognition System - A Non Restricted Acquisition Approach. ICIAR (2) 2012: 38-45 - [c6]Hélder P. Oliveira, Jaime S. Cardoso, André Magalhães, Maria João Cardoso:
Simultaneous detection of prominent points on breast cancer conservative treatment images. ICIP 2012: 2841-2844 - 2011
- [c5]Ricardo Gamelas Sousa, Hélder P. Oliveira, Jaime S. Cardoso:
Feature Selection with Complexity Measure in a Quadratic Programming Setting. IbPRIA 2011: 524-531
2000 – 2009
- 2009
- [c4]Hélder P. Oliveira, Jaime S. Cardoso:
Image Retargeting using Stable Paths. VISAPP (2) 2009: 40-47 - [c3]Filipe Magalhães, Hélder P. Oliveira, Aurélio C. Campilho:
A new method for the detection of singular points in fingerprint images. WACV 2009: 1-6 - 2008
- [c2]José Gonçalves, José Lima, Hélder P. Oliveira, Paulo G. Costa:
Sensor and actuator modeling of a realistic wheeled mobile robot simulator. ETFA 2008: 980-985 - [c1]Hélder P. Oliveira, Armando J. Sousa, A. Paulo Moreira, Paulo José Costa:
Dynamical Models for Omni-directional Robots with 3 and 4 Wheels. ICINCO-RA (1) 2008: 189-196
Coauthor Index
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