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ORCIDTânia Pereira 0001
Person information
- affiliation: University of Coimbra, Portugal
Other persons with the same name
- Tânia Pereira 0002 — University of Trás-os-Montes and Alto Douro (UTAD), Vila Real, Portugal
- Tânia Pereira 0003 — Hospital of Braga, Clinical Academic Center, Portugal
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2020 – today
- 2024
[c34]Pedro Vale, Jennifer Boer, Hélder P. Oliveira, Tânia Pereira
:
Deep Learning Models to Predict Brain Cancer Grade Through MRI Analysis. CBMS 2024: 153-157- [c33]Maria Amaro, Hélder P. Oliveira, Tânia Pereira:
CNN-based Methods for Survival Prediction using CT images for Lung Cancer Patients. CBMS 2024: 290-296 - [c32]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 - [c31]Inês Teiga, Joana Sousa, Francisco Silva, Tânia Pereira, Hélder P. Oliveira:
Radiological Medical Imaging Annotation and Visualization Tool. HCI (15) 2024: 317-333 - 2023
- [j16]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) - [j15]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 Luís Costa, Venceslau Hespanhol, António Cunha, Hélder P. Oliveira:
Lung CT image synthesis using GANs. Expert Syst. Appl. 215: 119350 (2023) - [j14]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) - [c30]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 - [c29]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 - [c28]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 - 2022
- [j13]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) - [j12]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 Luís 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) - [j11]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) - [j10]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): 7166 (2022) - [c27]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 - [c26]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 - [c25]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 - [c24]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 - [c23]Bernardo Ramos, Tânia Pereira, Francisco Silva, José Luís 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 - 2021
- [j9]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: 29736-29745 (2021) - [j8]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 Luís 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) - [c22]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 - [c21]Bernardo Ramos, Tânia Pereira, João Moranguinho, Joana Morgado, José Luís Costa, Hélder P. Oliveira:
An Interpretable Approach for Lung Cancer Prediction and Subtype Classification using Gene Expression. EMBC 2021: 1707-1710 - [c20]João Moranguinho, Tânia Pereira, Bernardo Ramos, Joana Morgado, José Luís Costa, Hélder P. Oliveira:
Attention Based Deep Multiple Instance Learning Approach for Lung Cancer Prediction using Histopathological Images. EMBC 2021: 2852-2855 - [c19]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 - [c18]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 - 2020
- [j7]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) - [j6]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): 649-657 (2020)
2010 – 2019
- 2018
- [j5]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: 30-38 (2018) - [c17]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: 1-4 - [c16]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: 1-4 - 2017
- [j4]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: 71-80 (2017) - 2016
- [j3]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: 188-195 (2016) - [j2]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): 1049-1059 (2016) - 2014
- [j1]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): 257-266 (2014) - [c15]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: 221-228 - 2013
- [c14]Elisabeth Borges, Mariana Sequeira, André F. V. Cortez, Helena Catarina Pereira, Tânia Pereira, Vânia Almeida, Teresa M. Vasconcelos, Isabel Maria 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: 35-46 - [c13]Elisabeth Borges, Mariana Sequeira, André F. V. Cortez, Helena Catarina Pereira, Tânia Pereira, Vânia Almeida, Teresa M. Vasconcelos, Isabel Maria 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: 54-73 - [c12]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: 61-69 - [c11]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: 78-88 - [c10]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: 98-114 - [c9]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: 127-133 - [c8]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: 138-144 - [c7]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: 269-283 - 2011
- [c6]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: 74-81 - [c5]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: 195-200 - [c4]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: 246-257 - [c3]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: 444-447 - [c2]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: 83-90 - 2010
- [c1]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: 385-388
Coauthor Index
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