Luis Pedro Coelho, PhD Candidate in Computational Biology

Graduate Student, Carnegie Mellon University
Pittsburgh, Pennsylvania, United States

Research field: Biological Sciences - Bioinformatics
Computational biology; computer vision; cell biology; machine learning

Publications

Conference Proceedings (4)
- Taráz E Buck, Taraz E Buck, Arvind Rao et al. (2009) Cell cycle dependence of protein subcellular location inferred from static, asynchronous images., 1016-9. In Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference.
  http://www.ncbi.nlm.nih.gov/pubmed/19...
  
  Download PDF (1.45 MB)
- Amr Ahmed, Andrew Arnold, Luis Pedro (Carnegie Mellon University) Coelho et al. (2009) Structured Literature Image Finder, 2-5. In Ninth Annual Meeting of the ISMB BioLINK Special Interest Group.
  http://luispedro.org/papers/2009/lpc-...
  
  Download PDF (1.79 MB)
- Luis Pedro (Carnegie Mellon University) Coelho, Robert F (Carnegie Mellon University) Murphy (2009) Unsupervised Unmixing of Subcellular Location Patterns. In ICML-UAI-COLT 2009 Workshop on Automated Interpretation and Modeling of Cell Images (Cell Image Learning).
  http://luispedro.org/papers/2009/lpc-...
  
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- Luis Pedro Coelho, Arlindo L Oliveira (2006) Dotted Suffix Trees A Structure for Approximate Text Indexing, 329-336. In String Processing and Information Retrieval.
  Download PDF (546.29 KB)
Journal Article (4)
- Luis Pedro Coelho, Tao Peng, Robert F Murphy (2010) Quantifying the distribution of probes between subcellular locations using unsupervised pattern unmixing, i7-i12. In Bioinformatics 26 (12).
  http://www.pubmedcentral.nih.gov/arti...
  
  Download PDF (464.45 KB)
- Luis Pedro Coelho, Amr Ahmed, Andrew Arnold et al. (2010) Structured Literature Image Finder: Extracting Information from Text and Images in Biomedical Literature., 23-32. In Lecture notes in computer science.
  http://www.pubmedcentral.nih.gov/arti...
  
  Download PDF (1.68 MB)
- Amr Ahmed, Andrew Arnold, Luis Pedro Coelho et al. (2010) Structured literature image finder: Parsing text and figures in biomedical literature, 151-154. In Web Semantics: Science, Services and Agents on the World Wide Web 8 (2-3).
  http://linkinghub.elsevier.com/retrie...
  
  Download PDF (316.34 KB)
- Luis Pedro Coelho, Estelle Glory-afshar, Joshua Kangas et al. Principles of Bioimage Informatics : Focus on Machine Learning of Cell Patterns, 8-18. In IEEE Engineering in Medicine and Biology Magazine.
  Download PDF (450.12 KB)
Working Paper (1)
- Abdul-saboor Sheikh, Amr Ahmed, Andrew Arnold et al. (2009) Structured literature image finder : Open source software for extracting and disseminating information from text and figures in biomedical literature Structured literature image finder : Open source software for extracting and disseminating information fr..
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Awards and Grants

Aug 2009

Research Excellence Award (CMU-Pitt PhD Programme in Computational Biology)
Aug 2008

Academic Excellence Award (CMU-Pitt PhD Programme in Computational Biology)
Sep 2007

FCT PhD Scholarship
Aug 2006

Fulbright Fellowship
Oct 2004

FCT Research Scholarship
Aug 2000

Academic Excellence Award (IST)