Synthesized Cardiac Waveform in the Evaluation of Augmentation Index Algorithms - Case Study for a New Wavelet based Algorithm. - Vânia Almeida; Tânia Pereira 001; Elisabeth Borges; Edite Figueiras; João M. R. Cardoso; Carlos Manuel B. A. Correia; Helena Catarina Pereira; José Luís Malaquias; José Basílio Simões (BIOSIGNALS, 2010)

Hemodynamic Features Extraction from a New Arterial Pressure Waveform Probe. - Vânia Almeida; P. Santos; Edite Figueiras; Elisabeth Borges; Tânia Pereira 001; João M. R. Cardoso; Carlos Manuel B. A. Correia; Helena Catarina Pereira (BIOSIGNALS, 2011)

Optical Methods for Local Pulse Wave Velocity Assessment. - Tânia Pereira 001; M. Cabeleira; P. Matos; Elisabeth Borges; Vânia Almeida; João M. R. Cardoso; Carlos Manuel B. A. Correia; Helena Catarina Pereira (BIOSIGNALS, 2011)

Non-contact Pulse Wave Velocity Assessment Using Optical Methods. - Tânia Pereira 001; M. Cabeleira; P. Matos; Elisabeth Borges; Vânia Almeida; Helena Catarina Pereira; João M. R. Cardoso; Carlos Manuel B. A. Correia (BIOSTEC (Selected Papers), 2011)

Double Headed Probe for Local Pulse Wave Velocity Estimation - A New Device for Hemodynamic Parameters Assessment. - Helena Catarina Pereira; José Basílio Simões; José Luís Malaquias; Tânia Pereira 001; Vânia Almeida; Elisabeth Borges; Edite Figueiras; João M. R. Cardoso; Carlos Manuel B. A. Correia (BIODEVICES, 2011)

A Real Time Cardiac Monitoring System - Arterial Pressure Waveform Capture and Analysis. - Vânia Almeida; Tânia Pereira 001; Elisabeth Borges; João M. R. Cardoso; Carlos Manuel B. A. Correia; Helena Catarina Pereira (PECCS, 2011)

Data Mining based Methodologies for Cardiac Risk Patterns Identification. - Vânia G. Almeida; J. Borba; Tânia Pereira 001; Helena Catarina Pereira; João M. R. Cardoso; Carlos Manuel B. A. Correia (BIOINFORMATICS, 2013)

Indices and Repeatability Tests of Cardiovascular Function Performed on the Arterial Distension Waveform - Case Study: Angiography Intervention. - Vânia G. Almeida; J. Borba; Helena Catarina Pereira; Tânia Pereira 001; João M. R. Cardoso; Carlos Manuel B. A. Correia (BIOSIGNALS, 2013)

Pine Decay Assessment by Means of Electrical Impedance Spectroscopy. - Elisabeth Borges; Mariana Sequeira; André F. V. Cortez; Helena Catarina Pereira; Tânia Pereira 001; Vânia Almeida; Teresa M. Vasconcelos; Isabel Maria Duarte; Neusa Nazaré; João M. R. Cardoso; Carlos Manuel B. A. Correia (BIOSTEC (Selected Papers), 2013)

Bioimpedance Parameter as a Risk Factor to Assess Pine Decay - An Innovative Approach to the Diagnosis of Plant Diseases. - Elisabeth Borges; Mariana Sequeira; André F. V. Cortez; Helena Catarina Pereira; Tânia Pereira 001; Vânia Almeida; Teresa M. Vasconcelos; Isabel Maria Duarte; Neusa Nazaré; João M. R. Cardoso; Carlos Manuel B. A. Correia (BIODEVICES, 2013)

A Novel and Low Cost Acoustic based Probe for Local Pulse Wave Velocity Estimation - Experimental Characterization and in-Vivo Feasibility. - Helena Catarina Pereira; J. Maldonado; Tânia Pereira 001; M. Contente; Vânia Almeida; Telmo Pereira 002; José Basílio Simões; João M. R. Cardoso; Carlos Manuel B. A. Correia (BIODEVICES, 2013)

Characterization of an Acoustic Based Device for Local Arterial Stiffness Assessment. - Helena Catarina Pereira; J. Maldonado; Telmo Pereira 002; M. Contente; Vânia Almeida; Tânia Pereira 001; José Basílio Simões; João M. R. Cardoso; Carlos Manuel B. A. Correia (BIOSTEC (Selected Papers), 2013)

Clinical Test for Validation of a New Optical Probe for Hemodynamic Parameters Assessment. - Tânia Pereira 001; Inês P. Santos; Thalisson Oliveira; Pedro Vaz 001; Telmo Santos Pereira; Helder Santos; Vânia Almeida; Helena Catarina Pereira; Carlos Manuel B. A. Correia; João M. R. Cardoso (BIOSTEC (Selected Papers), 2013)

Local PWV and Other Hemodynamic Parameters Assessment - Validation of a New Optical Technique in an Healthy Population. - Tânia Pereira 001; Ismayle S. Santos; Thalisson Oliveira; Pedro Vaz 001; Telmo Pereira 002; Helder Santos; Helena Catarina Pereira; Vânia Almeida; João M. R. Cardoso; Carlos Manuel B. A. Correia (BIOSIGNALS, 2013)

Reproducibility of Pulse Wave Analysis and Pulse Wave Velocity in Healthy Subjects. - Tânia Pereira 001; Inês P. Santos; Telmo Pereira 002; Helder Santos; Vânia Almeida; Helena Catarina Pereira; Carlos Manuel B. A. Correia; João M. R. Cardoso (BIOSIGNALS, 2014)

Cardiovascular risk analysis by means of pulse morphology and clustering methodologies. - Vânia G. Almeida; J. Borba; Helena Catarina Pereira; Tânia Pereira 001; Carlos Manuel B. A. Correia; Mariano Pêgo; João M. R. Cardoso (Comput. Methods Programs Biomed., 2014)

Which wavelength is the best for arterial pulse waveform extraction using laser speckle imaging? - Pedro Vaz 001; Tânia Pereira 001; Edite Figueiras; Carlos Manuel B. A. Correia; Anne Humeau-Heurtier; João M. R. Cardoso (Biomed. Signal Process. Control., 2016)

An automatic method for arterial pulse waveform recognition using KNN and SVM classifiers. - Tânia Pereira 001; Joana S. Paiva; Carlos Manuel B. A. Correia; João M. R. Cardoso (Medical Biol. Eng. Comput., 2016)

Heart rate variability metrics for fine-grained stress level assessment. - Tânia Pereira 001; Pedro R. Almeida; João P. S. Cunha; Ana Aguiar (Comput. Methods Programs Biomed., 2017)

A Statistical Comparative Study of Photoplethysmographic Signals in Wrist-Worn and Fingertip Pulse-Oximetry Devices. - Kais Gadhoumi; Kevin J. Keenan; Tânia Pereira 001; Rene Colorado; Karl Meisel; Xiao Hu 002 (CinC, 2018)

Robust Assessment of Photoplethysmogram Signal Quality in the Presence of Atrial Fibrillation. - Tânia Pereira 001; Kais Gadhoumi; Mitchell Ma; Rene Colorado; Kevin J. Keenan; Karl Meisel; Xiao Hu 002 (CinC, 2018)

Supervised learning methods for pathological arterial pulse wave differentiation: A SVM and neural networks approach. - Joana S. Paiva; João M. R. Cardoso; Tânia Pereira 001 (Int. J. Medical Informatics, 2018)

Photoplethysmography based atrial fibrillation detection: a review. - Tânia Pereira 001; Nate Tran; Kais Gadhoumi; Michele M. Pelter; Duc H. Do; Randall J. Lee; Rene Colorado; Karl Meisel; Xiao Hu 002 (npj Digit. Medicine, 2020)

A Supervised Approach to Robust Photoplethysmography Quality Assessment. - Tânia Pereira 001; Kais Gadhoumi; Mitchell Ma; Xiuyun Liu; Ran Xiao; Rene Colorado; Kevin J. Keenan; Karl Meisel; Xiao Hu 002 (IEEE J. Biomed. Health Informatics, 2020)

Stacking Approach for Lung Cancer EGFR Mutation Status Prediction from CT Scans. - Alexandra Ventura; Tânia Pereira 001; Francisco Silva 002; Cláudia Freitas; António Cunha; Hélder P. Oliveira (BIBM, 2021)

Ensemble Strategies for EGFR Mutation Status Prediction in Lung Cancer. - Mafalda Malafaia; Tânia Pereira 001; Francisco Silva 002; Joana Morgado; António Cunha; Hélder P. Oliveira (EMBC, 2021)

Attention Based Deep Multiple Instance Learning Approach for Lung Cancer Prediction using Histopathological Images. - João Moranguinho; Tânia Pereira 001; Bernardo Ramos; Joana Morgado; José Luís Costa; Hélder P. Oliveira (EMBC, 2021)

An Interpretable Approach for Lung Cancer Prediction and Subtype Classification using Gene Expression. - Bernardo Ramos; Tânia Pereira 001; João Moranguinho; Joana Morgado; José Luís Costa; Hélder P. Oliveira (EMBC, 2021)

The Impact of Interstitial Diseases Patterns on Lung CT Segmentation. - Francisco Silva 002; Tânia Pereira 001; Joana Morgado; António Cunha; Hélder P. Oliveira (EMBC, 2021)

EGFR Assessment in Lung Cancer CT Images: Analysis of Local and Holistic Regions of Interest Using Deep Unsupervised Transfer Learning. - Francisco Silva 002; Tânia Pereira 001; 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; et al. (IEEE Access, 2021)

Explainability Metrics of Deep Convolutional Networks for Photoplethysmography Quality Assessment. - Oliver Zhang; Cheng Ding; Tânia Pereira 001; Ran Xiao; Kais Gadhoumi; Karl Meisel; Randall J. Lee; Yiran Chen 001; Xiao Hu 002 (IEEE Access, 2021)

Synthesizing 3D Lung CT scans with Generative Adversarial Networks. - Artur Ferreira 002; Tânia Pereira 001; Francisco Silva 002; Ana T. Vilares; Miguel Correia Da Silva; António Cunha; Hélder P. Oliveira (EMBC, 2022)

A Random Forest-based Classifier for MYCN Status Prediction in Neuroblastoma using CT Images. - Tânia Pereira 001; Francisco Silva 002; Pedro Claro; Diogo Costa Carvalho; Sílvia Costa Dias; Helena Torrão; Hélder P. Oliveira (EMBC, 2022)

On the way for the best imaging features from CT images to predict EGFR Mutation Status in Lung Cancer. - Pedro Silva; Tânia Pereira 001; Marco Teixeira; Francisco Silva 002; Hélder P. Oliveira (EMBC, 2022)

Unsupervised Approach for Malignancy Assessment of Lung Nodules in Computed Tomography Scans Using Radiomic Features. - Marco Teixeira; Tânia Pereira 001; Francisco Silva 002; António Cunha; Hélder P. Oliveira (EMBC, 2022)

Differential Gene Expression Analysis of the Most Relevant Genes for Lung Cancer Prediction and Sub-type Classification. - Bernardo Ramos; Tânia Pereira 001; Francisco Silva 002; José Luís Costa; Hélder P. Oliveira (IbPRIA, 2022)

Robustness Analysis of Deep Learning-Based Lung Cancer Classification Using Explainable Methods. - Mafalda Malafaia; Francisco Silva 002; Inês Neves; Tânia Pereira 001; Hélder P. Oliveira (IEEE Access, 2022)

Multiple instance learning for lung pathophysiological findings detection using CT scans. - Julieta Frade; Tânia Pereira 001; Joana Morgado; Francisco Silva 002; Cláudia Freitas; José Mendes; Eduardo Negrão; Beatriz Flor De Lima; Miguel Correia Da Silva; António J. Madureira; Isabel Ramos; José Luís Costa; et al. (Medical Biol. Eng. Comput., 2022)

Impact of Label Noise on the Learning Based Models for a Binary Classification of Physiological Signal. - Cheng Ding; Tânia Pereira 001; Ran Xiao; Randall J. Lee; Xiao Hu 002 (Sensors, 2022)

The Influence of a Coherent Annotation and Synthetic Addition of Lung Nodules for Lung Segmentation in CT Scans. - Joana Sousa; Tânia Pereira 001; Inês Neves; Francisco Silva 002; Hélder P. Oliveira (Sensors, 2022)

Patch-based CNN Models for Bone Marrow Edema Detection Using MRI. - André Gomes; Tânia Pereira 001; Francisco Silva 002; Pedro Franco; Diogo Costa Carvalho; Sílvia Costa Dias; Hélder P. Oliveira (BIBM, 2023)

AI-based Models to Predict the Heart Rate Using PPG and Accelerometer Signals During Physical Exercise. - Lucas Ribeiro; Hélder P. Oliveira; Xiao Hu 002; Tânia Pereira 001 (BIBM, 2023)

A Machine Learning Approach for Predicting Microsatellite Instability using RNA-seq. - Miguel Simões; Tânia Pereira 001; Francisco Silva 002; José Manuel F. Machado; Hélder P. Oliveira (BIBM, 2023)

Single Modality vs. Multimodality: What Works Best for Lung Cancer Screening? - Joana Sousa; Pedro Matos; Francisco Silva 002; Pedro Freitas; Hélder P. Oliveira; Tânia Pereira 001 (Sensors, 2023)

Lung CT image synthesis using GANs. - José Mendes; Tânia Pereira 001; Francisco Silva 002; Julieta Frade; Joana Morgado; Cláudia Freitas; Eduardo Negrão; Beatriz Flor De Lima; Miguel Correia Da Silva; António J. Madureira; Isabel Ramos; José Luís Costa; et al. (Expert Syst. Appl., 2023)

Mortality prediction using medical time series on TBI patients. - João Fonseca; Xiuyun Liu; Hélder P. Oliveira; Tânia Pereira 001 (Comput. Methods Programs Biomed., 2023)

CNN-based Methods for Survival Prediction using CT images for Lung Cancer Patients. - Maria Amaro; Hélder P. Oliveira; Tânia Pereira 001 (CBMS, 2024)

Exploring the differences between Multi-task and Single-task with the use of Explainable AI for lung nodule classification. - Luís Fernandes; Tânia Pereira 001; Hélder P. Oliveira (CBMS, 2024)

Deep Learning Models to Predict Brain Cancer Grade Through MRI Analysis. - Pedro Vale; Jennifer Boer; Hélder P. Oliveira; Tânia Pereira 001 (CBMS, 2024)

Radiological Medical Imaging Annotation and Visualization Tool. - Inês Teiga; Joana Sousa; Francisco Silva 002; Tânia Pereira 001; Hélder P. Oliveira (HCI (15), 2024)

Swin Transformer Applied to Breast MRI Super-Resolution in a Cross-Cohort Dataset. - Pedro Sousa; Henrique Sousa; Tânia Pereira 001; Eva Batista; Pedro Gouveia; Hélder P. Oliveira (CBMS, 2025)

Clinical Annotation and Medical Image Anonymization for AI Model Training in Lung Cancer Detection. - Ana M. Freire; Eduardo M. Rodrigues; Joana Sousa; Margarida Gouveia; Daniela Ferreira Santos; Tânia Pereira 001; Hélder P. Oliveira; Pedro Sousa; Ana Catarina Silva; Maria Sofia Fernandes; Venceslau Hespanhol; Jorge Araújo (HCI (15), 2025)

Integrating Automated Perforator Analysis for Breast Reconstruction in Medical Imaging Workflow. - José Frías; Miguel Romariz; Ricardo Ferreira; Tânia Pereira 001; Hélder P. Oliveira; João Santinha; David Pinto 006; Pedro Gouveia; Luís Bastião Silva; Carlos Costa 001 (HCI (15), 2025)

Enhancing Medical Image Analysis: A Pipeline Combining Synthetic Image Generation and Super-Resolution. - Pedro Sousa; Diogo Campas; João Andrade; Pedro Pereira; Tiago Gonçalves; Luís F. Teixeira 001; Tânia Pereira 001; Hélder P. Oliveira (IbPRIA (2), 2025)

A Two-Stage U-Net Framework for Interactive Segmentation of Lung Nodules in CT Scans. - Luís Fernandes; Tânia Pereira 001; Hélder P. Oliveira (IEEE Access, 2025)

Efficient-Proto-Caps: A Parameter-Efficient and Interpretable Capsule Network for Lung Nodule Characterization. - Eduardo M. Rodrigues; Margarida Gouveia; Hélder P. Oliveira; Tânia Pereira 001 (IEEE Access, 2025)

AI-based models to predict decompensation on traumatic brain injury patients. - Ricardo Ribeiro; Inês Neves; Hélder P. Oliveira; Tânia Pereira 001 (Comput. Biol. Medicine, 2025)

A survey on cell nuclei instance segmentation and classification: Leveraging context and attention. - João D. Nunes; Diana Montezuma; Domingos Oliveira; Tânia Pereira 001; Jaime S. Cardoso 001 (Medical Image Anal., 2025)

Causal representation learning through higher-level information extraction. - Francisco Silva 002; Hélder P. Oliveira; Tânia Pereira 001 (ACM Comput. Surv., 2025)