Tânia Pereira

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 34

Top Topics

Atrial Fibrillation

Multiple Instance

Computed Tomography

Top Venues

Comput. Methods Programs Biomed.

Publications

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)
Maria Amaro, Hélder P. Oliveira, Tânia Pereira
CNN-based Methods for Survival Prediction using CT images for Lung Cancer Patients. CBMS (2024)
Pedro Vale, Jennifer Boer, Hélder P. Oliveira, Tânia Pereira
Deep Learning Models to Predict Brain Cancer Grade Through MRI Analysis. CBMS (2024)
Inês Teiga, Joana Sousa, Francisco Silva, Tânia Pereira, Hélder P. Oliveira
Radiological Medical Imaging Annotation and Visualization Tool. HCI (15) (2024)
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 (2023)
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) (2023)
João Fonseca, Xiuyun Liu, Hélder P. Oliveira, Tânia Pereira
Mortality prediction using medical time series on TBI patients. Comput. Methods Programs Biomed. 242 (2023)
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)
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)
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)
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)
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)
Cheng Ding, Tânia Pereira, Ran Xiao, Randall J. Lee, Xiao Hu
Impact of Label Noise on the Learning Based Models for a Binary Classification of Physiological Signal. Sensors 22 (19) (2022)
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) (2022)
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)
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 (2022)
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)
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)
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) (2022)
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 (2021)
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)
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)
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)
Oliver Zhang, Cheng Ding, Tânia Pereira, Ran Xiao, Kais Gadhoumi, Karl Meisel, Randall J. Lee, Yiran Chen, Xiao Hu
Explainability Metrics of Deep Convolutional Networks for Photoplethysmography Quality Assessment. IEEE Access 9 (2021)
Francisco Silva, Tânia Pereira, Joana Morgado, António Cunha, Hélder P. Oliveira
The Impact of Interstitial Diseases Patterns on Lung CT Segmentation. EMBC (2021)
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)
Tânia Pereira, Kais Gadhoumi, Mitchell Ma, Xiuyun Liu, Ran Xiao, Rene Colorado, Kevin J. Keenan, Karl Meisel, Xiao Hu
A Supervised Approach to Robust Photoplethysmography Quality Assessment. IEEE J. Biomed. Health Informatics 24 (3) (2020)
Tânia Pereira, Nate Tran, Kais Gadhoumi, Michele M. Pelter, Duc H. Do, Randall J. Lee, Rene Colorado, Karl Meisel, Xiao Hu
Photoplethysmography based atrial fibrillation detection: a review. npj Digit. Medicine 3 (2020)
Joana S. Paiva, João M. R. Cardoso, Tânia Pereira
Supervised learning methods for pathological arterial pulse wave differentiation: A SVM and neural networks approach. Int. J. Medical Informatics 109 (2018)
Kais Gadhoumi, Kevin J. Keenan, Tânia Pereira, Rene Colorado, Karl Meisel, Xiao Hu
A Statistical Comparative Study of Photoplethysmographic Signals in Wrist-Worn and Fingertip Pulse-Oximetry Devices. CinC (2018)
Tânia Pereira, Kais Gadhoumi, Mitchell Ma, Rene Colorado, Kevin J. Keenan, Karl Meisel, Xiao Hu
Robust Assessment of Photoplethysmogram Signal Quality in the Presence of Atrial Fibrillation. CinC (2018)
Tânia Pereira, Pedro R. Almeida, João P. S. Cunha, Ana Aguiar
Heart rate variability metrics for fine-grained stress level assessment. Comput. Methods Programs Biomed. 148 (2017)
Tânia Pereira, Joana S. Paiva, Carlos Manuel B. A. Correia, João M. R. Cardoso
An automatic method for arterial pulse waveform recognition using KNN and SVM classifiers. Medical Biol. Eng. Comput. 54 (7) (2016)
Pedro Vaz, Tânia Pereira, Edite Figueiras, Carlos Manuel B. A. Correia, Anne Humeau-Heurtier, João M. R. Cardoso
Which wavelength is the best for arterial pulse waveform extraction using laser speckle imaging? Biomed. Signal Process. Control. 25 (2016)
Vânia G. Almeida, J. Borba, Helena Catarina Pereira, Tânia Pereira, Carlos Manuel B. A. Correia, Mariano Pêgo, João M. R. Cardoso
Cardiovascular risk analysis by means of pulse morphology and clustering methodologies. Comput. Methods Programs Biomed. 117 (2) (2014)
Tânia Pereira, Inês P. Santos, Telmo Pereira, Helder Santos, Vânia Almeida, Helena Catarina Pereira, Carlos Manuel B. A. Correia, João M. R. Cardoso
Reproducibility of Pulse Wave Analysis and Pulse Wave Velocity in Healthy Subjects. BIOSIGNALS (2014)
Helena Catarina Pereira, J. Maldonado, Tânia Pereira, M. Contente, Vânia Almeida, Telmo Pereira, José Basílio Simões, João M. R. Cardoso, Carlos Manuel B. A. Correia
A Novel and Low Cost Acoustic based Probe for Local Pulse Wave Velocity Estimation - Experimental Characterization and in-Vivo Feasibility. BIODEVICES (2013)
Elisabeth Borges, Mariana Sequeira, André F. V. Cortez, Helena Catarina Pereira, Tânia Pereira, Vânia Almeida, Teresa M. Vasconcelos, Isabel M. Duarte, Neusa Nazaré, João M. R. Cardoso, Carlos Manuel B. A. Correia
Bioimpedance Parameter as a Risk Factor to Assess Pine Decay - An Innovative Approach to the Diagnosis of Plant Diseases. BIODEVICES (2013)
Tânia Pereira, Ismayle S. Santos, Thalisson Oliveira, Pedro Vaz, Telmo Pereira, Helder Santos, Helena Catarina Pereira, Vânia Almeida, João M. R. Cardoso, Carlos Manuel B. A. Correia
Local PWV and Other Hemodynamic Parameters Assessment - Validation of a New Optical Technique in an Healthy Population. BIOSIGNALS (2013)
Tânia Pereira, Inês P. Santos, Thalisson Oliveira, Pedro Vaz, Telmo Santos Pereira, Helder Santos, Vânia Almeida, Helena Catarina Pereira, Carlos Manuel B. A. Correia, João M. R. Cardoso
Clinical Test for Validation of a New Optical Probe for Hemodynamic Parameters Assessment. BIOSTEC (Selected Papers) (2013)
Vânia G. Almeida, J. Borba, Helena Catarina Pereira, Tânia Pereira, João M. R. Cardoso, Carlos Manuel B. A. Correia
Indices and Repeatability Tests of Cardiovascular Function Performed on the Arterial Distension Waveform - Case Study: Angiography Intervention. BIOSIGNALS (2013)
Elisabeth Borges, Mariana Sequeira, André F. V. Cortez, Helena Catarina Pereira, Tânia Pereira, Vânia Almeida, Teresa M. Vasconcelos, Isabel M. Duarte, Neusa Nazaré, João M. R. Cardoso, Carlos Manuel B. A. Correia
Pine Decay Assessment by Means of Electrical Impedance Spectroscopy. BIOSTEC (Selected Papers) (2013)
Vânia G. Almeida, J. Borba, Tânia Pereira, Helena Catarina Pereira, João M. R. Cardoso, Carlos Manuel B. A. Correia
Data Mining based Methodologies for Cardiac Risk Patterns Identification. BIOINFORMATICS (2013)
Helena Catarina Pereira, J. Maldonado, Telmo Pereira, M. Contente, Vânia Almeida, Tânia Pereira, José Basílio Simões, João M. R. Cardoso, Carlos Manuel B. A. Correia
Characterization of an Acoustic Based Device for Local Arterial Stiffness Assessment. BIOSTEC (Selected Papers) (2013)
Tânia Pereira, M. Cabeleira, P. Matos, Elisabeth Borges, Vânia Almeida, Helena Catarina Pereira, João M. R. Cardoso, Carlos Manuel B. A. Correia
Non-contact Pulse Wave Velocity Assessment Using Optical Methods. BIOSTEC (Selected Papers) (2011)
Helena Catarina Pereira, José Basílio Simões, José Luís Malaquias, Tânia Pereira, Vânia Almeida, Elisabeth Borges, Edite Figueiras, João M. R. Cardoso, Carlos Manuel B. A. Correia
Double Headed Probe for Local Pulse Wave Velocity Estimation - A New Device for Hemodynamic Parameters Assessment. BIODEVICES (2011)
Vânia Almeida, Tânia Pereira, Elisabeth Borges, João M. R. Cardoso, Carlos Manuel B. A. Correia, Helena Catarina Pereira
A Real Time Cardiac Monitoring System - Arterial Pressure Waveform Capture and Analysis. PECCS (2011)
Vânia Almeida, P. Santos, Edite Figueiras, Elisabeth Borges, Tânia Pereira, João M. R. Cardoso, Carlos Manuel B. A. Correia, Helena Catarina Pereira
Hemodynamic Features Extraction from a New Arterial Pressure Waveform Probe. BIOSIGNALS (2011)
Tânia Pereira, M. Cabeleira, P. Matos, Elisabeth Borges, Vânia Almeida, João M. R. Cardoso, Carlos Manuel B. A. Correia, Helena Catarina Pereira
Optical Methods for Local Pulse Wave Velocity Assessment. BIOSIGNALS (2011)
Vânia Almeida, Tânia Pereira, Elisabeth Borges, Edite Figueiras, João M. R. Cardoso, Carlos Manuel B. A. Correia, Helena Catarina Pereira, José Luís Malaquias, José Basílio Simões
Synthesized Cardiac Waveform in the Evaluation of Augmentation Index Algorithms - Case Study for a New Wavelet based Algorithm. BIOSIGNALS (2010)