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TITLE: A systematic evaluation of deep learning methods for the prediction of drug synergy in cancer  Full Text
AUTHORS: Baptista, Delora; Ferreira, Pedro G. ; Rocha, Miguel ;
PUBLISHED: 2023, SOURCE: PLOS COMPUTATIONAL BIOLOGY, VOLUME: 19, ISSUE: 3
INDEXED IN: Scopus WOS CrossRef: 3
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TITLE: A Comparison of Different Compound Representations for Drug Sensitivity Prediction
AUTHORS: Baptista, Delora; Correia, Joao; Pereira, Bruno; Rocha, Miguel ;
PUBLISHED: 2022, SOURCE: 15th International Conference on Practical Applications of Computational Biology and Bioinformatics (PACBB) in PRACTICAL APPLICATIONS OF COMPUTATIONAL BIOLOGY & BIOINFORMATICS, PACBB 2021, VOLUME: 325
INDEXED IN: Scopus WOS
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TITLE: Evaluating molecular representations in machine learning models for drug response prediction and interpretability
AUTHORS: Baptista, Delora; Correia, Joao; Pereira, Bruno; Rocha, Miguel ;
PUBLISHED: 2022, SOURCE: JOURNAL OF INTEGRATIVE BIOINFORMATICS, VOLUME: 19, ISSUE: 3
INDEXED IN: Scopus WOS
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TITLE: Artificial Intelligence in Biological Activity Prediction
AUTHORS: Joao Correia; Tiago Resende; Delora Baptista; Miguel Rocha ;
PUBLISHED: 2020, SOURCE: 13th International Conference on Practical Applications of Computational Biology and Bioinformatics (PACBB) in PRACTICAL APPLICATIONS OF COMPUTATIONAL BIOLOGY AND BIOINFORMATICS, VOLUME: 1005
INDEXED IN: Scopus WOS
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TITLE: A Review on Metabolomics Data Analysis for Cancer Applications
AUTHORS: Sara Cardoso; Delora Baptista; Rebeca Santos; Miguel Rocha ;
PUBLISHED: 2019, SOURCE: 12th International Conference on Practical Applications of Computational Biology and Bioinformatics (PACBB) in PRACTICAL APPLICATIONS OF COMPUTATIONAL BIOLOGY AND BIOINFORMATICS, VOLUME: 803
INDEXED IN: Scopus WOS