MSc Supervision

Ongoing


  • Sandra Figueirinha, "Time dependent models for ALS", Mestrado em Engenharia Informática e de Computadores (MEIC), Instituto Superior Técnico, University of Lisbon; Co-supervisor, Supervisor: Alexandre Francisco, IST/INESC-ID. 
  • Vanessa Gaspar, "ALS patient stratification", Mestrado em Engenharia Informática e de Computadores (MEIC), Instituto Superior Técnico, University of Lisbon; Co-supervisor, Supervisor: Alexandre Francisco, IST/INESC-ID.
  • Cristiano Rebelo, "Arquitectura hardware/software em FPGA para extração de padrões temporais em expressão genética baseado em biclustering", Co-supervisor, Supervisor: Rui Policarpo Duarte, IST/INESC-ID.

Concluded   

  • Rita Levy, "Predicting conversion from mild cognitive impairment to Alzheimer's Disease using a temporal mining approach", Mestrado Integrado em Engenharia Biomédica, Instituto Superior Técnico, University of Lisbon; Supervisor.   (2016/17,  Concluded in December 2016)
  • Ana Rita Pereira, "Predicting conversion from mild cognitive impairment to Alzheimer's Disease using ensemble learning", Mestrado em Engenharia Informática e de Computadores (MEIC), Instituto Superior Técnico, University of Lisbon. Supervisor  (2015/16,  Concluded in May 2016)
  • Tiago Pedreira, "Effect of alterations in non-coding regions in genomic expression reprogramming of two Candida glabrata clinical isolates", Mestrado em Engenharia Biológica, Instituto Superior Técnico, University of Lisbon; Co-Supervisor; Supervisor: Nuno Mira, IST  (2014/15,  Concluded in December 2015)
  • Carolina Nunes, "Towards the identification of biomarker-genes for the diagnosis of invasive candidemia caused by Candida glabrata", Mestrado em Engenharia Biológica, Instituto Superior Técnico, University of Lisbon; Supervisor, Co-supervisor: Nuno Mira, IST.  (2014/15,  Concluded in July 2015)
  • Ricardo Filipe, "Predicting the conversion from Mild Cognitive Impairment to Alzheimer's disease using disease staging: A case study in ADNI data", Mestrado Integrado em Engenharia Biomédica, Instituto Superior Técnico, University of Lisbon; Supervisor, Co-supervisor: Alexandre Mendonça, IMM/FMUL. (2014/15,  Concluded in June 2015)
  • Inês Nolasco, "Biclustering-based imputation in longitudinal data", Mestrado em Engenharia Electrotécnica e de Computadores (MEEC), Instituto Superior Técnico, Technical University of Lisbon; Co-Supervisor, Supervisor: Alexandra Carvalho, IT/IST.  (2014/15,  Concluded in May 2015)
  • Andreia Ferreira, "Predicting the Conversion from Mild Cognitive Impairment (MCI) to Alzheimer´s Disease using Evolution Patterns", Mestrado Integrado em Engenharia Biomédica, Instituto Superior Técnico, University of Lisbon; Supervisor, Co-supervisor: Alexandre Mendonça, IMM/FMUL.  (2013/14,  Concluded in December 2014)
  • José dos Reis, "Prognostic prediction in patients with Amyotrophic Lateral Sclerosis using probsbilistic graphical models", Mestrado em Engenharia Informática e de Computadores (MEIC), Instituto Superior Técnico, University of Lisbon; Supervisor, Co-supervisor: Alexandra Carvalho, IT/IST.  (2013/14,  Concluded in November 2014)
  • André do Vale, "A Biclustering Approach to Educational Data mining", Mestrado em Engenharia Informática e de Computadores (MEIC), Instituto Superior Técnico, University of Lisbon; SupervisorCo-supervisor: Cláudia Antunes, IST.  (2013/14,  Concluded in November 2014)
  • Telma Pereira, "A data mining approach to study disease presentation patterns in Primary Progressive Aphasia", Mestrado Integrado em Engenharia Biomédica, Instituto Superior Técnico, Technical University of Lisbon; Supervisor, Co-supervisor: Manuela Guerreiro, IMM/FMUL.  (2012/13,  Concluded in December 2013)
  • Bruno Santos, "A study on gene-disease relations in the context of neurodegenerative diseases", Mestrado Integrado em Engenharia Biomédica, Instituto Superior Técnico, Technical University of Lisbon; Supervisor, Co-supervisor: Alexandre P. Francisco, IST/INESC-ID .  (2011/12,  Concluded in December 2012)
  • Cecília Nunes, "Learning from Imbalanced Neuropsychological Data", Mestrado Integrado em Engenharia Biomédica, Instituto Superior Técnico, Technical University of Lisbon; Co-supervisor, Supervisor: Alexandra Carvalho, IST/IT.  (2011/12,  Concluded in December 2012)
  • Mafalda Gonçalves, "Unravelling regulatory modules in Amyotrophic Lateral Sclerosis", Mestrado Integrado em Engenharia Biomédica, Instituto Superior Técnico, Technical University of Lisbon; Supervisor, Co-supervisor: Alexandre P. Francisco, IST/INESC-ID .  (2011/12,  Concluded in October 2012)
  • Luís Lemos, "A data mining approach to predict conversion from mild cognitive impairment to Alzheimer's Disease", Mestrado em Engenharia Informática e de Computadores (MEIC), Instituto Superior Técnico, Technical University of Lisbon;   SupervisorCo-supervision: Pedro Tomás, IST/INESC-ID. (2011/12,  Concluded in October 2012)
  • Pedro Amaral, "Prognostic prediction in patients with Amyotrophic Lateral Sclerosis using data mining techniques", Mestrado em Engenharia Informática e de Computadores (MEIC), Instituto Superior Técnico, Technical University of Lisbon;  SupervisorCo-supervision: Pedro Tomás, IST/INESC-ID. (2011/12,  Concluded in October 2012)
  • Marco Custódio, "Information and knowledge discovery system for medical data management and analysis", Mestrado em Engenharia Informática e de Computadores (MEIC), Instituto Superior Técnico, Technical University of Lisbon;  Co-supervisor, Supervisor: Alexandre P. Francisco, IST/INESC-ID .  (2011/12,  Concluded in October 2012)
  • Bimal Babu Upadhyaya, "Integration of Genomics and Transcriptomics: Analysis of Streptococcus pneumoniae wild-type and DeltaccpA Strains", Erasmus Mundus Master's Programme in Systems Biology (euSYSBIO), Instituto Superior Técnico, Technical University of Lisbon; Supervisor, Co-supervisor: Susana Vinga, INESC-ID.  (2011/12,  Concluded in July 2012)
  • André Carreiro, " Classification of clinical expression time series: A case study in patients with multiple sclerosis.", Mestrado Integrado em Engenharia Biomédica (MEBiom), Instituto Superior Técnico, Technical University of Lisbon; Supervisor, Co-supervisor: João A. Carriço, FMUL/IMM.  (2009/10,  Concluded in November 2010)
  • Ricardo Aires, " Visual analysis of regulatory networks", Mestrado Integrado em Engenharia Biomédica (MEBiom), Instituto Superior Técnico, Technical University of Lisbon;   Supervisor, Co-supervisor: Alexandre P. Francisco, IST/INESC-ID & João A. Carriço, FMUL/IMM.  (2009/10, Concluded in November 2010)