21
TITLE: Three-dimensional spheroid cell culture of umbilical cord tissue-derived mesenchymal stromal cells leads to enhanced paracrine induction of wound healing  Full Text
AUTHORS: Jorge M Santos; Sergio P Camoes; Elysse Filipe; Madalena Cipriano; Rita N Barcia; Mariana Filipe; Mariana Teixeira; Sandra Simoes; Manuela Gaspar; Diogo Mosqueira; Diana S Nascimento ; Perpetua Pinto do O ; Pedro Cruz; Helder Cruz; Matilde Castro; Joana P Miranda;
PUBLISHED: 2015, SOURCE: STEM CELL RESEARCH & THERAPY, VOLUME: 6, ISSUE: 1
INDEXED IN: Scopus WOS CrossRef: 135
22
TITLE: Transfer Learning for the Recognition of Immunogold Particles in TEM Imaging
AUTHORS: Ricardo G Gamelas Sousa; Tiago Esteves; Sara Rocha; Francisco Figueiredo; Joaquim M Marques de Sa; Luis A Alexandre ; Jorge M Santos; Luis M Silva ;
PUBLISHED: 2015, SOURCE: 13th International Work-Conference on Artificial Neural Networks (IWANN) in ADVANCES IN COMPUTATIONAL INTELLIGENCE, PT I (IWANN 2015), VOLUME: 9094
INDEXED IN: Scopus WOS CrossRef: 3
23
TITLE: Deep Transfer Learning Ensemble for Classification
AUTHORS: Chetak Kandaswamy; Luis M Silva ; Luis A Alexandre ; Jorge M Santos;
PUBLISHED: 2015, SOURCE: 13th International Work-Conference on Artificial Neural Networks (IWANN) in ADVANCES IN COMPUTATIONAL INTELLIGENCE, PT I (IWANN 2015), VOLUME: 9094
INDEXED IN: Scopus WOS CrossRef: 3
24
TITLE: Human umbilical cord tissue-derived mesenchymal stromal cells attenuate remodeling after myocardial infarction by proangiogenic, antiapoptotic, and endogenous cell-activation mechanisms  Full Text
AUTHORS: Diana S Nascimento ; Diogo Mosqueira; Luis Moura Sousa; Mariana Teixeira; Mariana Filipe; Tatiana Pinho Resende; Ana Francisca Araujo; Mariana Valente; Joana Almeida; Jose Paulo Martins; Jorge Miguel Santos; Rita Nogueira Barcia; Pedro Cruz; Helder Cruz; Perpetua Pinto Do O ;
PUBLISHED: 2014, SOURCE: STEM CELL RESEARCH & THERAPY, VOLUME: 5, ISSUE: 1
INDEXED IN: Scopus WOS CrossRef: 98
25
TITLE: Improving deep neural network performance by reusing features trained with transductive transference
AUTHORS: Kandaswamy, C; Silva, LM ; Alexandre, LA ; Santos, JM; De Sa, JM;
PUBLISHED: 2014, SOURCE: 24th International Conference on Artificial Neural Networks, ICANN 2014 in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), VOLUME: 8681 LNCS
INDEXED IN: Scopus
26
TITLE: CLASSIFICATION PERFORMANCE OF MULTILAYER PERCEPTRONS WITH DIFFERENT RISK FUNCTIONALS  Full Text
AUTHORS: Silva, LM ; Santos, JM; De Sa, JM;
PUBLISHED: 2014, SOURCE: INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE, VOLUME: 28, ISSUE: 6
INDEXED IN: Scopus WOS CrossRef
27
TITLE: Transfer Learning Using Rotated Image Data to Improve Deep Neural Network Performance
AUTHORS: Telmo Amaral; Luis M Silva ; Luis A Alexandre ; Chetak Kandaswamy; Joaquim Marques de Sa; Jorge M Santos;
PUBLISHED: 2014, SOURCE: 11th International Conference on Image Analysis and Recognition (ICIAR) in IMAGE ANALYSIS AND RECOGNITION, ICIAR 2014, PT I, VOLUME: 8814
INDEXED IN: Scopus WOS CrossRef
28
TITLE: Improving Performance on Problems with Few Labelled Data by Reusing Stacked Auto-Encoders
AUTHORS: Amaral, T; Kandaswamy, C; Silva, LM ; Alexandre, LA; de Sa, JM; Santos, JM;
PUBLISHED: 2014, SOURCE: 13th International Conference on Machine Learning and Applications (ICMLA) in 2014 13TH INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND APPLICATIONS (ICMLA)
INDEXED IN: Scopus WOS
29
TITLE: Improving performance on problems with few labelled data by reusing stacked auto-encoders
AUTHORS: Amaral, T; Kandaswamy, C; Silva, LM ; Alexandre, LA ; Sa, JMD; Santos, JM;
PUBLISHED: 2014, SOURCE: 2014 13th International Conference on Machine Learning and Applications, ICMLA 2014 in Proceedings - 2014 13th International Conference on Machine Learning and Applications, ICMLA 2014
INDEXED IN: Scopus CrossRef
30
TITLE: Improving deep neural network performance by reusing features trained with transductive transference
AUTHORS: Kandaswamy, C ; Silva, LM ; Alexandre, LA; Santos, JM; De Sá, JM;
PUBLISHED: 2014, SOURCE: 24th International Conference on Artificial Neural Networks, ICANN 2014 in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), VOLUME: 8681 LNCS
INDEXED IN: Scopus CrossRef: 10
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