Pistoia Alliance

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