Maria Margarida Campos da Silveira
AuthID: R-000-CBA
11
TÃTULO: Unsupervised learning approach for predicting sepsis onset in ICU patients
AUTORES: Ramos, Guilherme ; Gjini, Erida; Coelho, Luis; Silveira, Margarida;
PUBLICAÇÃO: 2021, FONTE: 43rd Annual International Conference of the IEEE-Engineering-in-Medicine-and-Biology-Society (IEEE EMBC) in 2021 43RD ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE & BIOLOGY SOCIETY (EMBC)
AUTORES: Ramos, Guilherme ; Gjini, Erida; Coelho, Luis; Silveira, Margarida;
PUBLICAÇÃO: 2021, FONTE: 43rd Annual International Conference of the IEEE-Engineering-in-Medicine-and-Biology-Society (IEEE EMBC) in 2021 43RD ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE & BIOLOGY SOCIETY (EMBC)
12
TÃTULO: Interphase Cell Cycle Staging using Deep Learning
AUTORES: Narotamo, H; Fernandes, MS; Miguel Sanches, J; Silveira, M;
PUBLICAÇÃO: 2020, FONTE: 42nd Annual International Conferences of the IEEE Engineering in Medicine and Biology Society, EMBC 2020 in Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, VOLUME: 2020-July
AUTORES: Narotamo, H; Fernandes, MS; Miguel Sanches, J; Silveira, M;
PUBLICAÇÃO: 2020, FONTE: 42nd Annual International Conferences of the IEEE Engineering in Medicine and Biology Society, EMBC 2020 in Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, VOLUME: 2020-July
13
TÃTULO: Combining Deep Learning with Handcrafted Features for Cell Nuclei Segmentation
AUTORES: Narotamo, H; Sanches, JM; Silveira, M;
PUBLICAÇÃO: 2020, FONTE: 42nd Annual International Conference of the IEEE-Engineering-in-Medicine-and-Biology-Society (EMBC) in 42ND ANNUAL INTERNATIONAL CONFERENCES OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY: ENABLING INNOVATIVE TECHNOLOGIES FOR GLOBAL HEALTHCARE EMBC'20, VOLUME: 2020-July
AUTORES: Narotamo, H; Sanches, JM; Silveira, M;
PUBLICAÇÃO: 2020, FONTE: 42nd Annual International Conference of the IEEE-Engineering-in-Medicine-and-Biology-Society (EMBC) in 42ND ANNUAL INTERNATIONAL CONFERENCES OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY: ENABLING INNOVATIVE TECHNOLOGIES FOR GLOBAL HEALTHCARE EMBC'20, VOLUME: 2020-July
14
TÃTULO: Ship Detection in SAR Images Using Convolutional Variational Autoencoders
AUTORES: Ferreira, N; Silveira, M;
PUBLICAÇÃO: 2020, FONTE: IEEE International Geoscience and Remote Sensing Symposium (IGARSS) in IGARSS 2020 - 2020 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM
AUTORES: Ferreira, N; Silveira, M;
PUBLICAÇÃO: 2020, FONTE: IEEE International Geoscience and Remote Sensing Symposium (IGARSS) in IGARSS 2020 - 2020 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM
INDEXADO EM: 
Scopus 
WOS
Scopus WOS15
TÃTULO: Learning Representations from Healthcare Time Series Data for Unsupervised Anomaly Detection
AUTORES: Joao Pereira; Margarida Silveira;
PUBLICAÇÃO: 2019, FONTE: IEEE International Conference on Big Data and Smart Computing (BigComp) in 2019 IEEE INTERNATIONAL CONFERENCE ON BIG DATA AND SMART COMPUTING (BIGCOMP)
AUTORES: Joao Pereira; Margarida Silveira;
PUBLICAÇÃO: 2019, FONTE: IEEE International Conference on Big Data and Smart Computing (BigComp) in 2019 IEEE INTERNATIONAL CONFERENCE ON BIG DATA AND SMART COMPUTING (BIGCOMP)
INDEXADO EM: WOS
WOS16
TÃTULO: Unsupervised representation learning and anomaly detection in ECG sequences
AUTORES: Pereira, J; Silveira, M;
PUBLICAÇÃO: 2019, FONTE: INTERNATIONAL JOURNAL OF DATA MINING AND BIOINFORMATICS, VOLUME: 22, NÚMERO: 4
AUTORES: Pereira, J; Silveira, M;
PUBLICAÇÃO: 2019, FONTE: INTERNATIONAL JOURNAL OF DATA MINING AND BIOINFORMATICS, VOLUME: 22, NÚMERO: 4
17
TÃTULO: Segmentation of Cell Nuclei in Fluorescence Microscopy Images Using Deep Learning
AUTORES: Narotamo, H; Sanches, JM; Silveira, M;
PUBLICAÇÃO: 2019, FONTE: 9th Iberian Conference on Pattern Recognition and Image Analysis, IbPRIA 2019 in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), VOLUME: 11867 LNCS
AUTORES: Narotamo, H; Sanches, JM; Silveira, M;
PUBLICAÇÃO: 2019, FONTE: 9th Iberian Conference on Pattern Recognition and Image Analysis, IbPRIA 2019 in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), VOLUME: 11867 LNCS
18
TÃTULO: Unsupervised Anomaly Detection in Energy Time Series Data using Variational Recurrent Autoencoders with Attention
AUTORES: Joao Pereira; Margarida Silveira;
PUBLICAÇÃO: 2018, FONTE: 17th IEEE International Conference on Machine Learning and Applications (IEEE ICMLA) in 2018 17TH IEEE INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND APPLICATIONS (ICMLA)
AUTORES: Joao Pereira; Margarida Silveira;
PUBLICAÇÃO: 2018, FONTE: 17th IEEE International Conference on Machine Learning and Applications (IEEE ICMLA) in 2018 17TH IEEE INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND APPLICATIONS (ICMLA)
INDEXADO EM: Scopus WOS
Scopus WOS19
TÃTULO: Atlas based sparse logistic regression for Alzheimer's Disease classification
AUTORES: Barros, H; Silveira, M;
PUBLICAÇÃO: 2017, FONTE: 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2017 in Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS
AUTORES: Barros, H; Silveira, M;
PUBLICAÇÃO: 2017, FONTE: 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2017 in Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS
20
TÃTULO: ATLAS BASED SPARSE LOGISTIC REGRESSION FOR ALZHEIMER'S DISEASE CLASSIFICATION Helena Barros and Margarida Silveira for the Alzheimer's Disease Neuroimaging Initiative
AUTORES: Helena Barros; Margarida Silveira;
PUBLICAÇÃO: 2017, FONTE: 39th Annual International Conference of the IEEE-Engineering-in-Medicine-and-Biology-Society (EMBC) in 2017 39TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC)
AUTORES: Helena Barros; Margarida Silveira;
PUBLICAÇÃO: 2017, FONTE: 39th Annual International Conference of the IEEE-Engineering-in-Medicine-and-Biology-Society (EMBC) in 2017 39TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC)
INDEXADO EM: WOS
WOS