Pistoia Alliance

life science r&d collaboration pistoia alliance precompetitive informatics precompetitive collaboration cloud computing sequence services ai fair data information ecosystem next generation sequencing research it information technology pharma 2020 open source healthcare machine learning life sciences pharma standards drug discovery contract research organization research pharmaceutical data exchange hosted informatics sequencing big data constellation technologies genestack sesl data blockchain ux query services ngs it r&d informatics bioitworld eagle genomics biomedical open data rare disease uxls health lifescience innovation chemical structures cycle computing hewlett-packard large molecules screening data rdf odata virtualization social media saas chemistry eln vocabulary standards semantic web blast cognizant type ii diabetes knowledge brokering statistics microphysiological systems emerging science & technology precision medicine design thinking translational medicine datathon iot knowledge graphs quality hackathon competition neural networks deep learning community education learning regulatory cdx phenotype biobank nlp #pistoianyc2014 sequence squeeze pharmaceutical industry compound exchange twitter nmr biomarkers business model logistics gene taxonomy bel framework text mining biology academia academic research and development gene discovery open phacts imi semantically enriched scientific literature semantics shared services hosted services io informatics web services cecilia arighi protein ontology university of delaware pro depression addiction w3c annotation ontology annotation framework web 30 alzheimers disease tim clark hcl cambridgesoft infosys collaborative drug discovery admetox assay depot genomequest wingu bioinformatics software as a service ceiba solutions interoperability sap intellectual property enterprise data security software-as-a-service hosted eln ws federation ensembl pasmapper brokering services