Marta Isabel Belchior Lopes


AuthID: R-000-D28

Confirmed Publications: 72



11
TITLE: Refining Gene Selection and Outlier Detection in Glioblastoma Based on a Consensus Approach for Regularized Survival Models
AUTHORS: Brandao, Joao; Lopes, Marta B. ; Carrasquinha, Eunice;
PUBLISHED: 2024, SOURCE: 11th International Work-Conference on Bioinformatics and Biomedical Engineering (IWBBIO) in BIOINFORMATICS AND BIOMEDICAL ENGINEERING, PT I, IWBBIO 2024, VOLUME: 14848
INDEXED IN: Scopus WOS CrossRef
IN MY: ORCID
12
TITLE: Robust prediction of colorectal cancer via gut microbiome 16S rRNA sequencing data
AUTHORS: Porreca, Annamaria; Ibrahimi, Eliana; Maturo, Fabrizio; Zambrano, Laura Judith Marcos; Meto, Melisa; Lopes, Marta B. ;
PUBLISHED: 2024, SOURCE: JOURNAL OF MEDICAL MICROBIOLOGY, VOLUME: 73, ISSUE: 10
INDEXED IN: Scopus WOS CrossRef Unpaywall
IN MY: ORCID
13
TITLE: A toolbox of machine learning software to support microbiome analysis  Full Text
AUTHORS: Laura Judith Marcos-Zambrano; Víctor Manuel López-Molina; Burcu Bakir-Gungor; Marcus Frohme; Kanita Karaduzovic-Hadziabdic; Thomas Klammsteiner; Eliana Ibrahimi; Leo Lahti; Tatjana Loncar-Turukalo; Xhilda Dhamo; Andrea Simeon; Alina Nechyporenko; Gianvito Pio; Piotr Przymus; Alexia Sampri; Vladimir Trajkovik; Blanca Lacruz-Pleguezuelos; Oliver Aasmets; Ricardo Araujo; Ioannis Anagnostopoulos; Önder Aydemir; Magali Berland; Luz L Calle; Michelangelo Ceci; Hatice Duman; Aycan Gündoğdu; Aki S Havulinna; Kardokh Hama Najib Kaka Bra; Eglantina Kalluci; Sercan Karav; Daniel Lode; Marta B Lopes ; Patrick May; Bram Nap; Miroslava Nedyalkova; Inês Paciência; Lejla Pasic; Meritxell Pujolassos; Rajesh Shigdel; Antonio Susín; Ines Thiele; Ciprian-Octavian Truică; Paul Wilmes; Ercument Yilmaz; Malik Yousef; Marcus Joakim Claesson; Jaak Truu; Enrique Carrillo de Santa Pau; ...More
PUBLISHED: 2023, SOURCE: Frontiers in Microbiology, VOLUME: 14
INDEXED IN: CrossRef
IN MY: ORCID
14
TITLE: A toolbox of machine learning software to support microbiome analysis  Full Text
AUTHORS: Marcos Zambrano, Laura Judith; Lopez Molina, Victor Manuel; Bakir Gungor, Burcu; Frohme, Marcus; Karaduzovic Hadziabdic, Kanita; Klammsteiner, Thomas; Ibrahimi, Eliana; Lahti, Leo; Loncar Turukalo, Tatjana; Dhamo, Xhilda; Simeon, Andrea; Nechyporenko, Alina; Pio, Gianvito; Przymus, Piotr; Sampri, Alexia; Trajkovik, Vladimir; Lacruz Pleguezuelos, Blanca; Aasmets, Oliver; Araujo, Ricardo; Anagnostopoulos, Ioannis; Aydemir, Oender; Berland, Magali; Calle, M. Luz; Ceci, Michelangelo; Duman, Hatice; Guendogdu, Aycan; Havulinna, Aki S.; Kaka Bra, Kardokh Hama Najib; Kalluci, Eglantina; Karav, Sercan; Lode, Daniel; Lopes, Marta B. ; May, Patrick; Nap, Bram; Nedyalkova, Miroslava; Paciencia, Ines; Pasic, Lejla; Pujolassos, Meritxell; Shigdel, Rajesh; Susin, Antonio; Thiele, Ines; Truica, Ciprian Octavian; Wilmes, Paul; Yilmaz, Ercument; Yousef, Malik; Claesson, Marcus Joakim; Truu, Jaak; Carrillo de Santa Pau, Enrique; ...More
PUBLISHED: 2023, SOURCE: FRONTIERS IN MICROBIOLOGY, VOLUME: 14
INDEXED IN: Scopus WOS Unpaywall
15
TITLE: Advancing microbiome research with machine learning: key findings from the ML4Microbiome COST action  Full Text
AUTHORS: Domenica D’Elia; Jaak Truu; Leo Lahti; Magali Berland; Georgios Papoutsoglou; Michelangelo Ceci; Aldert Zomer; Marta Lopes ; Eliana Ibrahimi; Aleksandra Gruca; Alina Nechyporenko; Marcus Frohme; Thomas Klammsteiner; Enrique Carrillo-de Santa Pau; Laura Judith Marcos Zambrano; Karel Hron; Gianvito Pio; Andrea Simeon; Ramona Suharoschi; Isabel Moreno Indias; Andriy Temko; Miroslava Nedyalkova; Elena-Simona Apostol; Ciprian-Octavian Truică; Rajesh Shigdel; Jasminka Hasić Telalović; Erik Bongcam Rudloff; Piotr Przymus; Naida Babić Jordamović; Laurent Falquet; Sonia Tarazona; Alexia Sampri; Gaetano Isola; David Pérez Serrano; Vladimir Trajkovik; Lubos Klucar; Tatjana Loncar Turukalo; Aki Havulinna; Christian Jansen; Randi Bertelsen; Marcus Joakim Claesson; ...More
PUBLISHED: 2023, SOURCE: Frontiers in Microbiology, VOLUME: 14
INDEXED IN: Scopus CrossRef: 1 Unpaywall
IN MY: ORCID
16
TITLE: Causal Graph Discovery for Explainable Insights on Marine Biotoxin Shellfish Contamination
AUTHORS: Diogo Ribeiro; Filipe Ferraz; Marta Lopes ; Susana Rodrigues; Pedro Reis Costa; Susana Vinga ; Alexandra Carvalho ;
PUBLISHED: 2023, SOURCE: 24th International Conference on Intelligent Data Engineering and Automated Learning, IDEAL 2023 in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), VOLUME: 14404 LNCS
INDEXED IN: Scopus CrossRef Unpaywall
IN MY: ORCID
17
TITLE: Disclosing transcriptomics network-based signatures of glioma heterogeneity using sparse methods  Full Text
AUTHORS: Martins, Sofia; Coletti, Roberta ; Lopes, Marta B. ;
PUBLISHED: 2023, SOURCE: BIODATA MINING, VOLUME: 16, ISSUE: 1
INDEXED IN: Scopus WOS CrossRef: 1
IN MY: ORCID
18
TITLE: Evaluating the Causal Role of Environmental Data in Shellfish Biotoxin Contamination on the Portuguese Coast
AUTHORS: Ana Rita Baião; Carolina Peixoto; Marta Lopes ; Pedro Reis Costa; Alexandra Carvalho; Susana Vinga ;
PUBLISHED: 2023, SOURCE: 22nd EPIA Conference on Artificial Intelligence, EPIA 2023 in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), VOLUME: 14116 LNAI
INDEXED IN: Scopus CrossRef Unpaywall
IN MY: ORCID
19
TITLE: Identification of biomarkers predictive of metastasis development in early-stage colorectal cancer using network-based regularization  Full Text
AUTHORS: Peixoto, Carolina; Lopes, Marta B. ; Martins, Marta; Casimiro, Sandra; Sobral, Daniel; Grosso, Ana Rita; Abreu, Catarina; Macedo, Daniela; Costa, Ana Lucia; Pais, Helena; Alvim, Cecilia; Mansinho, Andre; Filipe, Pedro; Costa, Pedro Marques da; Fernandes, Afonso; Borralho, Paula; Ferreira, Cristina; Malaquias, Joao; Quintela, Antonio; Kaplan, Shannon; Golkaram, Mahdi; Salmans, Michael; Khan, Nafeesa; Vijayaraghavan, Raakhee; Zhang, Shile; Pawlowski, Traci; Godsey, Jim; So, Alex; Liu, Li; Costa, Luis; Vinga, Susana ; ...More
PUBLISHED: 2023, SOURCE: BMC BIOINFORMATICS, VOLUME: 24, ISSUE: 1
INDEXED IN: Scopus WOS CrossRef: 6
IN MY: ORCID
20
TITLE: Machine learning approaches in microbiome research: challenges and best practices  Full Text
AUTHORS: Papoutsoglou, Georgios; Tarazona, Sonia; Lopes, Marta B. ; Klammsteiner, Thomas; Ibrahimi, Eliana; Eckenberger, Julia; Novielli, Pierfrancesco; Tonda, Alberto; Simeon, Andrea; Shigdel, Rajesh; Bereux, Stephane; Vitali, Giacomo; Tangaro, Sabina; Lahti, Leo; Temko, Andriy; Claesson, Marcus J.; Berland, Magali;
PUBLISHED: 2023, SOURCE: FRONTIERS IN MICROBIOLOGY, VOLUME: 14
INDEXED IN: Scopus WOS CrossRef: 3 Unpaywall
IN MY: ORCID
Page 2 of 8. Total results: 72.

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