Jonas S. Almeida

Orcid: 0000-0002-7883-7922

According to our database1, Jonas S. Almeida authored at least 64 papers between 2001 and 2024.

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Bibliography

2024
Demystifying Spatial Dependence: Interactive Visualizations for Interpreting Local Spatial Autocorrelation.
CoRR, 2024

TMA-Grid: An open-source, zero-footprint web application for FAIR Tissue MicroArray De-arraying.
CoRR, 2024

FastImpute: A Baseline for Open-source, Reference-Free Genotype Imputation Methods - A Case Study in PRS313.
CoRR, 2024

ClusterRadar: an Interactive Web-Tool for the Multi-Method Exploration of Spatial Clusters Over Time.
CoRR, 2024

Finding Regions of Interest in Whole Slide Images Using Multiple Instance Learning.
CoRR, 2024

2023
Quest markup for developing FAIR questionnaire modules for epidemiologic studies.
BMC Medical Informatics Decis. Mak., December, 2023

Halcyon - A Pathology Imaging and Feature analysis and Management System.
CoRR, 2023

Conceptual Alignment Method.
Proceedings of the 29th Americas Conference on Information Systems, 2023

2022
ImageBox3: No-Server Tile Serving to Traverse Whole Slide Images on the Web.
CoRR, 2022

PLCOjs, a FAIR GWAS web SDK for the NCI Prostate, Lung, Colorectal and Ovarian Cancer Genetic Atlas project.
Bioinform., 2022

Tutorial - Machine Learning and Information Theoretic Methods for Molecular Biology and Medicine.
Proceedings of the 30th European Symposium on Artificial Neural Networks, 2022

2020
Representing Whole Slide Cancer Image Features with Hilbert Curves.
CoRR, 2020

2019
Utilizing Automated Breast Cancer Detection to Identify Spatial Distributions of Tumor Infiltrating Lymphocytes in Invasive Breast Cancer.
CoRR, 2019

2018
Interpretable Machine Learning Approach Reveals Developmental Gene Expression Biomarkers for Cancer Patient Outcomes at Early Stages.
Proceedings of the 2018 ACM International Conference on Bioinformatics, 2018

2017
Isomorphic semantic mapping of variant call format (VCF2RDF).
Bioinform., 2017

2016
S2CR3UM: A Solution to the In Silico Relevance, Reliability & Reproducibility Conundrum.
Proceedings of the AMIA 2016, 2016

Safe "cloudification" of large images through picker APIs.
Proceedings of the AMIA 2016, 2016

2015
Integrative Informatics and Predictive Modeling Support for Population Health.
Proceedings of the AMIA 2015, 2015

OpenHealth Platform for Interactive Contextualization of Population Health Open Data.
Proceedings of the AMIA 2015, 2015

2014
QMachine: commodity supercomputing in web browsers.
BMC Bioinform., 2014

Non-synonymous variations in cancer and their effects on the human proteome: workflow for NGS data biocuration and proteome-wide analysis of TCGA data.
BMC Bioinform., 2014

TopFed: TCGA Tailored Federated Query Processing and Linking to LOD.
J. Biomed. Semant., 2014

Sequence analysis by iterated maps, a review.
Briefings Bioinform., 2014

2013
ICT Strategies for Bridging Biology and Precision Medicine (Dagstuhl Perspectives Workshop 13342).
Dagstuhl Reports, 2013

ICT for Bridging Biology and Medicine (Dagstuhl Perspectives Workshop 13342).
Dagstuhl Manifestos, 2013

A self-updating road map of The Cancer Genome Atlas.
Bioinform., 2013

Machine learning to predict extubation outcome in premature infants.
Proceedings of the 2013 International Joint Conference on Neural Networks, 2013

Linked cancer genome atlas database.
Proceedings of the I-SEMANTICS 2013 - 9th International Conference on Semantic Systems, 2013

TCGA Toolbox: an Open Web App Framework for Distributing Big Data Analysis Pipelines for Cancer Genomics.
Proceedings of the ACM Conference on Bioinformatics, 2013

2012
Pattern matching through Chaos Game Representation: bridging numerical and discrete data structures for biological sequence analysis.
Algorithms Mol. Biol., 2012

Fractal MapReduce decomposition of sequence alignment.
Algorithms Mol. Biol., 2012

2011
S3QL: A distributed domain specific language for controlled semantic integration of life sciences data.
BMC Bioinform., 2011

2010
AGUIA: autonomous graphical user interface assembly for clinical trials semantic data services.
BMC Medical Informatics Decis. Mak., 2010

Exposing the cancer genome atlas as a SPARQL endpoint.
J. Biomed. Informatics, 2010

S3DB core: a framework for RDF generation and management in bioinformatics infrastructures.
BMC Bioinform., 2010

2009
Identification of neutral biochemical network models from time series data.
BMC Syst. Biol., 2009

DASMiner: discovering and integrating data from DAS sources.
BMC Syst. Biol., 2009

Biological sequences as pictures - a generic two dimensional solution for iterated maps.
BMC Bioinform., 2009

Using an artificial neural network to predict necrotizing enterocolitis in premature infants.
Proceedings of the International Joint Conference on Neural Networks, 2009

2008
Parameter optimization in S-system models.
BMC Syst. Biol., 2008

RPPAML/RIMS: A metadata format and an information management system for reverse phase protein arrays.
BMC Bioinform., 2008

An open-source representation for 2-DE-centric proteomics and support infrastructure for data storage and analysis.
BMC Bioinform., 2008

Ontology Design Principles and Normalization Techniques in the Web.
Proceedings of the Data Integration in the Life Sciences, 5th International Workshop, 2008

2007
Local Renyi entropic profiles of DNA sequences.
BMC Bioinform., 2007

Automated smoother for the numerical decoupling of dynamics models.
BMC Bioinform., 2007

Ranked Adjusted Rand: integrating distance and partition information in a measure of clustering agreement.
BMC Bioinform., 2007

PrepMS: TOF MS data graphical preprocessing tool.
Bioinform., 2007

2006
Parameter selection for and implementation of a web-based decision-support tool to predict extubation outcome in premature infants.
BMC Medical Informatics Decis. Mak., 2006

mGrid: A load-balanced distributed computing environment for the remote execution of the user-defined Matlab code.
BMC Bioinform., 2006

A multivariate prediction model for microarray cross-hybridization.
BMC Bioinform., 2006

Computing distribution of scale independent motifs in biological sequences.
Algorithms Mol. Biol., 2006

2005
AGML Central: web based gel proteomic infrastructure.
Bioinform., 2005

Local correlation of expression profiles with gene annotations-proof of concept for a general conciliatory method.
Bioinform., 2005

2004
An XML standard for the dissemination of annotated 2D gel electrophoresis data complemented with mass spectrometry results.
BMC Bioinform., 2004

Optimal cDNA microarray design using expressed sequence tags for organisms with limited genomic information.
BMC Bioinform., 2004

Decoupling dynamical systems for pathway identification from metabolic profiles.
Bioinform., 2004

Comparative evaluation of word composition distances for the recognition of SCOP relationships.
Bioinform., 2004

2003
EURISWEB - Web-based epidemiological surveillance of antibiotic-resistant pneumococci in Day Care Centers.
BMC Medical Informatics Decis. Mak., 2003

Alignment-free sequence comparison-a review.
Bioinform., 2003

Dynamic Maximum Tree Depth.
Proceedings of the Genetic and Evolutionary Computation, 2003

Web-based prediction of extubation outcome in premature infants on mechanical ventilation using an artificial neural network.
Proceedings of the AMIA 2003, 2003

2002
Efficient Boolean implementation of universal sequence maps (bUSM).
BMC Bioinform., 2002

Universal sequence map (USM) of arbitrary discrete sequences.
BMC Bioinform., 2002

2001
Analysis of genomic sequences by Chaos Game Representation.
Bioinform., 2001


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