My primary area of research is in brain decoding using machine learning and deep learning, particularly in the context of epilepsy, Parkinson's disease, and cognitive processes in healthy individuals. My research also includes studying human and non-human primates visual system using psychophysics, visual evoked potentials and cortical extracellular recordings.
Education:
Ph.D., Neuroscience and Cell Biology, Federal University of Para
M.Sc., Neuroscience and Cell Biology, Federal University of Para
B.Sc., Biological Sciences, Federal University of Para
Professor and Associate Chair for Research in the Joint Department of Biomedical Engineering at UNC-CH and NCSU and Professor in the Department of Pharmacology at UNC-CH. Previous Florence Gould Scholar and Pasteur Foundation Fellow. Current research interests in systems and synthetic biology, bioimage informatics, and network science applied to biology. Broader interests in translational medicine and the fostering of innovative solutions to problems in healthcare.
- associate professor, Dept. of Genetics, Comenius University in Bratislava, Slovakia
- group leader, MFPL, Dept. of Chromosome Biology, University of Vienna, Vienna, Austria
- postdoctoral researcher, IMP (Research Institute of Molecular Pathology), Vienna, Austria (K. Nasmyth lab)
- postdoctoral researcher, Dept. of Zoology, Univ. of Oxford, Oxford, UK (S. Kearsey lab)
- PhD study, Dept.of Microbiology and Genetics, Univ. of Vienna, Vienna, Austria (R. Schweyen lab)
Professor of Computational Biology, Faculty of Biology, Medicine and Health, University of Manchester. Manages the miRBase database of microRNA sequences. Founded the Rfam RNA families database. Interested in RNA structure, function and evolution.
Assistant Professor in The Institute of Biochemistry and Biophysics Polish Academy of Sciences, Warsaw, Poland. Graduate from The University of Warsaw. Former post-doc at The Burnham Institute, La Jolla, CA. Co-founder of the social scientist movement Citizens of Academia.
Prof. Fanglin Guan is Dean at Xi'an Jiaotong University. He is engaged in the integrated biological research of complex diseases, including tumor microenvironment and novel immunotherapeutic modalities, and research on the mechanisms and medical applications related to tumor cell vaccines, especially for the exploration of the mechanism of determining the biomarkers of complex diseases.
I am primarily interested in computational biology and bioinformatic approaches to biomarkers based on multi-variate, multi-modal gene signatures, especially in the context of cancer.
Distinguished Professor of Computer Science, Université d'Angers (France); Senior Fellow of the French "Institut Universitaire de France", Working on computational methods for large scale and complex combinatorial optimization problems.
Senior Researcher at ETH Zurich with strong interests in microbial ecology, molecular biology, bioinformatics and statistics.
Dr. Catherine Higham works at the interface between mathematics, deep learning and experimental science. Her first degree was in mathematics and her PhD involved mathematical modelling and statistical inference applied to somatic genetic mutations arising in myotonic dystrophy and Huntington's disease. Subsequent areas of research include Bayesian inference in nonlinear ODEs and the circadian clock. Currently, she is developing and applying deep learning techniques to inverse problems arising in novel quantum imaging technologies such as the single pixel camera and lidar. She also has an interest in quantum machine learning and framing problems for quantum annealing.
Noriko Hiroi is Assistant Professor of the Department of Biosciences and Informatics, Keio University. She started to develop her career in Molecular Biology and Biochemistry, and currently works in Systems Biology and Quantitative Biology area. Her research interest includes in vivo oriented modelling, molecular mechanisms of higher-functions of central nerve systems, microfluidics technology and optical technologies and informatics for bioimaging.
My research has covered a range of topics, including human-computer interaction, information visualization, bioinformatics, universal usability, security, privacy, and public policy implications of computing systems. I am currently working on a variety of NIH-funded projects, including areas such as bioinformatics research portals, visualization for review of chart records, and tools for aiding the discovery of animal models of human diseases.