Hélder P. Oliveira

Orcid: 0000-0002-6193-8540

According to our database1, Hélder P. Oliveira authored at least 90 papers between 2008 and 2025.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

Online presence:

On csauthors.net:

Bibliography

2025
Causal representation learning through higher-level information extraction.
ACM Comput. Surv., February, 2025

2024
Systematic review on weapon detection in surveillance footage through deep learning.
Comput. Sci. Rev., 2024

Markerless Multi-view 3D Human Pose Estimation: a survey.
CoRR, 2024

Vision-Radio Experimental Infrastructure Architecture Towards 6G.
CoRR, 2024

Comparative Study Between Object Detection Models, for Olive Fruit Fly Identification.
Proceedings of the 19th International Joint Conference on Computer Vision, 2024

Radiological Medical Imaging Annotation and Visualization Tool.
Proceedings of the Universal Access in Human-Computer Interaction, 2024

CONVERGE: A Vision-Radio Research Infrastructure Towards 6G and Beyond.
Proceedings of the Joint European Conference on Networks and Communications & 6G Summit, 2024

Deep Learning Models to Predict Brain Cancer Grade Through MRI Analysis.
Proceedings of the 37th IEEE International Symposium on Computer-Based Medical Systems, 2024

Exploring the differences between Multi-task and Single-task with the use of Explainable AI for lung nodule classification.
Proceedings of the 37th IEEE International Symposium on Computer-Based Medical Systems, 2024

CNN-based Methods for Survival Prediction using CT images for Lung Cancer Patients.
Proceedings of the 37th IEEE International Symposium on Computer-Based Medical Systems, 2024

2023
Mortality prediction using medical time series on TBI patients.
Comput. Methods Programs Biomed., December, 2023

Transformers for Energy Forecast.
Sensors, August, 2023

Lung CT image synthesis using GANs.
Expert Syst. Appl., April, 2023

Single Modality vs. Multimodality: What Works Best for Lung Cancer Screening?
Sensors, 2023

Automated Detection and Identification of Olive Fruit Fly Using YOLOv7 Algorithm.
Proceedings of the Pattern Recognition and Image Analysis - 11th Iberian Conference, 2023

Evaluation of Regularization Techniques for Transformers-Based Models.
Proceedings of the Pattern Recognition and Image Analysis - 11th Iberian Conference, 2023

A Machine Learning Approach for Predicting Microsatellite Instability using RNA-seq.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

AI-based Models to Predict the Heart Rate Using PPG and Accelerometer Signals During Physical Exercise.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

Patch-based CNN Models for Bone Marrow Edema Detection Using MRI.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

Multitask learning approach for lung nodule segmentation and classification in CT images.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

2022
The Influence of a Coherent Annotation and Synthetic Addition of Lung Nodules for Lung Segmentation in CT Scans.
Sensors, 2022

Multiple instance learning for lung pathophysiological findings detection using CT scans.
Medical Biol. Eng. Comput., 2022

The effect of augmentation and transfer learning on the modelling of lower-limb sockets using 3D adversarial autoencoders.
Displays, 2022

Robustness Analysis of Deep Learning-Based Lung Cancer Classification Using Explainable Methods.
IEEE Access, 2022

An Edge-Based Computer Vision Approach for Determination of Sulfonamides in Water.
Proceedings of the Pattern Recognition and Image Analysis - 10th Iberian Conference, 2022

Differential Gene Expression Analysis of the Most Relevant Genes for Lung Cancer Prediction and Sub-type Classification.
Proceedings of the Pattern Recognition and Image Analysis - 10th Iberian Conference, 2022

Unsupervised Approach for Malignancy Assessment of Lung Nodules in Computed Tomography Scans Using Radiomic Features.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

On the way for the best imaging features from CT images to predict EGFR Mutation Status in Lung Cancer.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

A Random Forest-based Classifier for MYCN Status Prediction in Neuroblastoma using CT Images.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

Synthesizing 3D Lung CT scans with Generative Adversarial Networks.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

2021
Topological Similarity Index and Loss Function for Blood Vessel Segmentation.
CoRR, 2021

EGFR Assessment in Lung Cancer CT Images: Analysis of Local and Holistic Regions of Interest Using Deep Unsupervised Transfer Learning.
IEEE Access, 2021

Embedding Anatomical Characteristics in 3D Models of Lower-limb Sockets through Statistical Shape Modelling.
Proceedings of the 16th International Joint Conference on Computer Vision, 2021

Mobile Application for Determining the Concentration of Sulfonamides in Water Using Digital Image Colorimetry.
Proceedings of the Universal Access in Human-Computer Interaction. Access to Media, Learning and Assistive Environments, 2021

The Impact of Interstitial Diseases Patterns on Lung CT Segmentation.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

An Interpretable Approach for Lung Cancer Prediction and Subtype Classification using Gene Expression.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Attention Based Deep Multiple Instance Learning Approach for Lung Cancer Prediction using Histopathological Images.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Ensemble Strategies for EGFR Mutation Status Prediction in Lung Cancer.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Cost-Efficient Color Correction Approach on Uncontrolled Lighting Conditions.
Proceedings of the Computer Analysis of Images and Patterns, 2021

Stacking Approach for Lung Cancer EGFR Mutation Status Prediction from CT Scans.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021

2020
B-Mode Ultrasound Breast Anatomy Segmentation.
Proceedings of the Image Analysis and Recognition - 17th International Conference, 2020

A Framework for Fusion of T1-Weighted and Dynamic MRI Sequences.
Proceedings of the Image Analysis and Recognition - 17th International Conference, 2020

Domain Adaptation for Heart Rate Extraction in the Neonatal Intensive Care Unit.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2020

2019
Computer aided detection of deep inferior epigastric perforators in computed tomography angiography scans.
Comput. Medical Imaging Graph., 2019

A Deep Learning Design for Improving Topology Coherence in Blood Vessel Segmentation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Small Bowel Mucosa Segmentation for Frame Characterization in Videos of Endoscopic Capsules.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

Registration of Breast MRI and 3D Scan Data Based on Surface Matching.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

Lightweight Deep Learning Pipeline for Detection, Segmentation and Classification of Breast Cancer Anomalies.
Proceedings of the Image Analysis and Processing - ICIAP 2019, 2019

Geometry-Based Skin Colour Estimation for Bare Torso Surface Reconstruction.
Proceedings of the Image Analysis and Processing - ICIAP 2019, 2019

A Single-Resolution Fully Convolutional Network for Retinal Vessel Segmentation in Raw Fundus Images.
Proceedings of the Image Analysis and Processing - ICIAP 2019, 2019

Radiogenomics: Lung Cancer-Related Genes Mutation Status Prediction.
Proceedings of the Pattern Recognition and Image Analysis - 9th Iberian Conference, 2019

Towards Automatic and Robust Particle Tracking in Microrheology Studies.
Proceedings of the Pattern Recognition and Image Analysis - 9th Iberian Conference, 2019

Estimation of Sulfonamides Concentration in Water Based on Digital Colourimetry.
Proceedings of the Pattern Recognition and Image Analysis - 9th Iberian Conference, 2019

Deep Vesselness Measure from Scale-Space Analysis of Hessian Matrix Eigenvalues.
Proceedings of the Pattern Recognition and Image Analysis - 9th Iberian Conference, 2019

Automatic Sternum Segmentation in Thoracic MRI.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Lesions Multiclass Classification in Endoscopic Capsule Frames.
Proceedings of the CENTERIS 2019 - International Conference on ENTERprise Information Systems / ProjMAN 2019 - International Conference on Project MANagement / HCist 2019, 2019

Unsupervised Neural Network for Homography Estimation in Capsule Endoscopy Frames.
Proceedings of the CENTERIS 2019 - International Conference on ENTERprise Information Systems / ProjMAN 2019 - International Conference on Project MANagement / HCist 2019, 2019

2018
A Regression Model for Predicting Shape Deformation after Breast Conserving Surgery.
Sensors, 2018

Deep Homography Based Localization on Videos of Endoscopic Capsules.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

2017
Multi-modal Complete Breast Segmentation.
Proceedings of the Pattern Recognition and Image Analysis - 8th Iberian Conference, 2017

Spacial Aliasing Artefact Detection on T1-Weighted MRI Images.
Proceedings of the Pattern Recognition and Image Analysis - 8th Iberian Conference, 2017

Prediction of Breast Deformities: A Step Forward for Planning Aesthetic Results After Breast Surgery.
Proceedings of the Pattern Recognition and Image Analysis - 8th Iberian Conference, 2017

Registration of Breast Surface Data Before and After Surgical Intervention.
Proceedings of the Pattern Recognition and Image Analysis - 8th Iberian Conference, 2017

Segmentation of the Rectus Abdominis Muscle Anterior Fascia for the Analysis of Deep Inferior Epigastric Perforators.
Proceedings of the Pattern Recognition and Image Analysis - 8th Iberian Conference, 2017

2016
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., 2016


Fitting of Breast Data Using Free Form Deformation Technique.
Proceedings of the Image Analysis and Recognition - 13th International Conference, 2016

2015
A Kinect-Based System for Upper-Body Function Assessment in Breast Cancer Patients.
J. Imaging, 2015

Closed Shortest Path in the Original Coordinates with an Application to Breast Cancer.
Int. J. Pattern Recognit. Artif. Intell., 2015

Video Analysis in Indoor Soccer using a Quadcopter.
Proceedings of the ICPRAM 2015, 2015

A Kinect-Based System to Assess Lymphedema Impairments in Breast Cancer Patients.
Proceedings of the Pattern Recognition and Image Analysis - 7th Iberian Conference, 2015

2014
A 3D low-cost solution for the aesthetic evaluation of breast cancer conservative treatment.
Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2014

MobBIO: A Multimodal Database Captured with a Portable Handheld Device.
Proceedings of the VISAPP 2014, 2014

A depth-map approach for automatic mice behavior recognition.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

MobILive 2014 - Mobile Iris Liveness Detection Competition.
Proceedings of the IEEE International Joint Conference on Biometrics, Clearwater, 2014

Morphometric analysis of sciatic nerve images: A directional gradient approach.
Proceedings of the 2014 IEEE International Conference on Bioinformatics and Biomedicine, 2014

Fitting of superquadrics for breast modelling by geometric distance minimization.
Proceedings of the 2014 IEEE International Conference on Bioinformatics and Biomedicine, 2014

Tessellation-based coarse registration method for 3D reconstruction of the female torso.
Proceedings of the 2014 IEEE International Conference on Bioinformatics and Biomedicine, 2014

2013
Robust Iris Localisation in Challenging Scenarios.
Proceedings of the Computer Vision, Imaging and Computer Graphics - Theory and Applications, 2013

Robust Iris Segmentation under Unconstrained Settings.
Proceedings of the VISAPP 2013, 2013

Is Kinect Depth Data Accurate for the Aesthetic Evaluation after Breast Cancer Surgeries?
Proceedings of the Pattern Recognition and Image Analysis - 6th Iberian Conference, 2013

2012
Simultaneous detection of prominent points on breast cancer conservative treatment images.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012

Two Unconstrained Biometric Databases.
Proceedings of the Image Analysis and Recognition - 9th International Conference, 2012

Hand-Geometry Based Recognition System - A Non Restricted Acquisition Approach.
Proceedings of the Image Analysis and Recognition - 9th International Conference, 2012

Proactive engineering.
Proceedings of the IEEE Global Engineering Education Conference, 2012

2011
Feature Selection with Complexity Measure in a Quadratic Programming Setting.
Proceedings of the Pattern Recognition and Image Analysis - 5th Iberian Conference, 2011

2009
A new method for the detection of singular points in fingerprint images.
Proceedings of the IEEE Workshop on Applications of Computer Vision (WACV 2009), 2009

Image Retargeting using Stable Paths.
Proceedings of the VISAPP 2009 - Proceedings of the Fourth International Conference on Computer Vision Theory and Applications, Lisboa, Portugal, February 5-8, 2009, 2009

2008
Dynamical Models for Omni-directional Robots with 3 and 4 Wheels.
Proceedings of the ICINCO 2008, 2008

Sensor and actuator modeling of a realistic wheeled mobile robot simulator.
Proceedings of 13th IEEE International Conference on Emerging Technologies and Factory Automation, 2008


  Loading...