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Author Details

Stefan R Maetschke
Institute for Molecular Bioscience and ARC Centre of Excellence in Bioinformatics
2007
16
11
PMIDPaper TitleJournal TitlePublished Year
32826205Estimating Global Visual Field Indices in Glaucoma by Combining Macula and Optic Disc OCT Scans Using 3-Dimensional Convolutional Neural Networks.Ophthalmol Glaucoma2021
33745882Evaluation of artificial intelligence systems for assisting neurologists with fast and accurate annotations of scalp electroencephalography data.EBioMedicine2021
28673025Alignment-free inference of hierarchical and reticulate phylogenomic relationships.Brief Bioinform2019
31083678Automated summarisation of SDOCT volumes using deep learning: Transfer learning vs de novo trained networks.PLoS One2019
23698722Supervised, semi-supervised and unsupervised inference of gene regulatory networks.Brief Bioinform2014
24653643INsPeCT: INtegrative Platform for Cancer Transcriptomics.Cancer Inform2014
24407221Characterizing cancer subtypes as attractors of Hopfield networks.Bioinformatics2014
24564496RMaNI: Regulatory Module Network Inference framework.BMC Bioinformatics2013
22057159Gene Ontology-driven inference of protein-protein interactions using inducers.Bioinformatics2012
23216803mCOPA: analysis of heterogeneous features in cancer expression data.J Clin Bioinforma2012
22548828Gene regulatory network inference: evaluation and application to ovarian cancer allows the prioritization of drug targets.Genome Med2012
22219205Automatic selection of reference taxa for protein-protein interaction prediction with phylogenetic profiling.Bioinformatics2012
20130028A visual framework for sequence analysis using n-grams and spectral rearrangement.Bioinformatics2010
19835626Exploiting structural and topological information to improve prediction of RNA-protein binding sites.BMC Bioinformatics2009
17636571Identifying novel peroxisomal proteins.Proteins2007
18039561Genome-wide analysis of chlamydiae for promoters that phylogenetically footprint.Res Microbiol2007
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Collaborators

Co-authored papers 6
Monash University
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University of Melbourne
Co-authored papers 2
The University of Queensland
Co-authored papers 1
IBM T.J. Watson Research Center
Co-authored papers 1
NYU Grossman School of Medicine
Co-authored papers 1
Mie University School of Medicine, NYU School of Medicine, New York Medical College, New York University School of Medicine, Oregon Health & Science University, Tufts University School of Medicine, University of Pittsburgh School of Medicine, University of Pittsburgh School of Mediine
Co-authored papers 1
NYU College of Arts and Sciences
Co-authored papers 1
Gies College of Business, University of Illinois at Urbana-Champaign.
Co-authored papers 1
Shanghai Center for Systems Biomedicine, Shanghai Jiao Tong University
Co-authored papers 1
Icahn School of Medicine at Mount Sinai
Co-authored papers 1
Monash University
Co-authored papers 1
Adelaide Medical School, The University of Adelaide
Co-authored papers 1