SlideShare a Scribd company logo
1 of 9
The Pistoia ASV
                                 Project ...

  An Emerging Vehicle for Collaboration:
          NMR Spectra data exchange
  The Pistoia Alliance
   Alex Drijver on behalf of John Hollerton, Giles Ratcliffe and John Wise


Pistoia Conference                 http://pistoiaalliance.org
24th April 2012
What’s up doc?


 „Too much data ... ?”

 „No, too little time ...”

 „For what?”

 „To analyze the NMR data on compounds I
 buy for screening..”
If only I had ...




               ASV
               The small print .. Automatic Structure Verification ...
What’s up doc?


 „Too much data ... ?”

 „No, too little ...”

 „For what?”

 „To make a reliable algorithm that will
 validate structures based on NMR spectra”
What if...

 A data set of qualified structures and NMR
 spectra existed

 Contributed by pharma (or other) =
 chemical diversity

 Available to software developers

 With a control set for validation
The Money bit


 Data contributed free of charge

 Data available free of charge
 Data curator and program administrator
      Cost of labor and of system
      say 1 FTE/year @ $120,000
 Open contribution (money and structures)
     Systematic/pragmatic
Rules

• Contribution of data based on size (issue
  of how to measure)
• Only participating providers of data can
  get the validation data set
• No limitation on who can use the test set
• ASV’s sold on commercial terms
• Financial contribution needed for
  maintaining the infrastructure
WIFM

 • Pharma
   – Time - which is money 
 • Software providers
   – Industry relevant software – which means
     money 
 • CROs
   – Could provide value-add from validating
     structures prior to sale – which means money
     

More Related Content

What's hot

Research Data Shared Service Webinar #1
Research Data Shared Service Webinar #1Research Data Shared Service Webinar #1
Research Data Shared Service Webinar #1Jisc RDM
 
Big Data in Pediatric Critical Care by Mohit Mehra
Big Data in Pediatric Critical Care by Mohit MehraBig Data in Pediatric Critical Care by Mohit Mehra
Big Data in Pediatric Critical Care by Mohit MehraData Con LA
 
Prototype SDX Bioinformatics Exchange: Demonstrating an Essential Use-Case fo...
Prototype SDX Bioinformatics Exchange: Demonstrating an Essential Use-Case fo...Prototype SDX Bioinformatics Exchange: Demonstrating an Essential Use-Case fo...
Prototype SDX Bioinformatics Exchange: Demonstrating an Essential Use-Case fo...US-Ignite
 
Comeaux RDAP11 Data Archives in Federal Agencies
Comeaux RDAP11 Data Archives in Federal AgenciesComeaux RDAP11 Data Archives in Federal Agencies
Comeaux RDAP11 Data Archives in Federal AgenciesASIS&T
 
Implementing figshare, research data network
Implementing figshare, research data networkImplementing figshare, research data network
Implementing figshare, research data networkJisc RDM
 
FAIR publishing of research outputs in Australia 20180526
FAIR publishing of research outputs in Australia 20180526FAIR publishing of research outputs in Australia 20180526
FAIR publishing of research outputs in Australia 20180526Keith Russell
 
Stop press: should embargo conditions apply to metadata?
Stop press: should embargo conditions apply to metadata?Stop press: should embargo conditions apply to metadata?
Stop press: should embargo conditions apply to metadata?Jisc RDM
 
Why does research data matter to libraries
Why does research data matter to librariesWhy does research data matter to libraries
Why does research data matter to librariesJisc RDM
 
Global registries initiative frumkin omodei
Global registries initiative frumkin omodeiGlobal registries initiative frumkin omodei
Global registries initiative frumkin omodeiASIS&T
 
Real-World Data Challenges: Moving Towards Richer Data Ecosystems
Real-World Data Challenges: Moving Towards Richer Data EcosystemsReal-World Data Challenges: Moving Towards Richer Data Ecosystems
Real-World Data Challenges: Moving Towards Richer Data EcosystemsAnita de Waard
 
NIH BD2K DataMed metadata model - Force11, 2016
NIH BD2K DataMed metadata model - Force11, 2016NIH BD2K DataMed metadata model - Force11, 2016
NIH BD2K DataMed metadata model - Force11, 2016Susanna-Assunta Sansone
 
The dog who caught the car: There’s more PEPFAR data than ever before, now what?
The dog who caught the car: There’s more PEPFAR data than ever before, now what?The dog who caught the car: There’s more PEPFAR data than ever before, now what?
The dog who caught the car: There’s more PEPFAR data than ever before, now what?MEASURE Evaluation
 

What's hot (14)

Research Data Shared Service Webinar #1
Research Data Shared Service Webinar #1Research Data Shared Service Webinar #1
Research Data Shared Service Webinar #1
 
Big Data in Pediatric Critical Care by Mohit Mehra
Big Data in Pediatric Critical Care by Mohit MehraBig Data in Pediatric Critical Care by Mohit Mehra
Big Data in Pediatric Critical Care by Mohit Mehra
 
Prototype SDX Bioinformatics Exchange: Demonstrating an Essential Use-Case fo...
Prototype SDX Bioinformatics Exchange: Demonstrating an Essential Use-Case fo...Prototype SDX Bioinformatics Exchange: Demonstrating an Essential Use-Case fo...
Prototype SDX Bioinformatics Exchange: Demonstrating an Essential Use-Case fo...
 
Comeaux RDAP11 Data Archives in Federal Agencies
Comeaux RDAP11 Data Archives in Federal AgenciesComeaux RDAP11 Data Archives in Federal Agencies
Comeaux RDAP11 Data Archives in Federal Agencies
 
Henderson "Institutional Identifiers"
Henderson "Institutional Identifiers"Henderson "Institutional Identifiers"
Henderson "Institutional Identifiers"
 
Implementing figshare, research data network
Implementing figshare, research data networkImplementing figshare, research data network
Implementing figshare, research data network
 
FAIR publishing of research outputs in Australia 20180526
FAIR publishing of research outputs in Australia 20180526FAIR publishing of research outputs in Australia 20180526
FAIR publishing of research outputs in Australia 20180526
 
Stop press: should embargo conditions apply to metadata?
Stop press: should embargo conditions apply to metadata?Stop press: should embargo conditions apply to metadata?
Stop press: should embargo conditions apply to metadata?
 
Why does research data matter to libraries
Why does research data matter to librariesWhy does research data matter to libraries
Why does research data matter to libraries
 
Global registries initiative frumkin omodei
Global registries initiative frumkin omodeiGlobal registries initiative frumkin omodei
Global registries initiative frumkin omodei
 
Real-World Data Challenges: Moving Towards Richer Data Ecosystems
Real-World Data Challenges: Moving Towards Richer Data EcosystemsReal-World Data Challenges: Moving Towards Richer Data Ecosystems
Real-World Data Challenges: Moving Towards Richer Data Ecosystems
 
Researcher perspectives on publication and peer review of data.
Researcher perspectives on publication and peer review of data.Researcher perspectives on publication and peer review of data.
Researcher perspectives on publication and peer review of data.
 
NIH BD2K DataMed metadata model - Force11, 2016
NIH BD2K DataMed metadata model - Force11, 2016NIH BD2K DataMed metadata model - Force11, 2016
NIH BD2K DataMed metadata model - Force11, 2016
 
The dog who caught the car: There’s more PEPFAR data than ever before, now what?
The dog who caught the car: There’s more PEPFAR data than ever before, now what?The dog who caught the car: There’s more PEPFAR data than ever before, now what?
The dog who caught the car: There’s more PEPFAR data than ever before, now what?
 

Viewers also liked

NMR assignments and structure determination
NMR assignments and structure determinationNMR assignments and structure determination
NMR assignments and structure determinationChristiane Riedinger
 
Information Ecosystem Business Models
Information Ecosystem Business ModelsInformation Ecosystem Business Models
Information Ecosystem Business ModelsPistoia Alliance
 
Pistoia Chemistry Live Strategy April 2011
Pistoia Chemistry Live Strategy April 2011Pistoia Chemistry Live Strategy April 2011
Pistoia Chemistry Live Strategy April 2011Pistoia Alliance
 
Canonical Models for Large Molecules
Canonical Models for Large MoleculesCanonical Models for Large Molecules
Canonical Models for Large MoleculesPistoia Alliance
 
Towards a brokering framework for knowledge-based services: Learning from the...
Towards a brokering framework for knowledge-based services: Learning from the...Towards a brokering framework for knowledge-based services: Learning from the...
Towards a brokering framework for knowledge-based services: Learning from the...Pistoia Alliance
 
The Pistoia Alliance Information Ecosystem Workshop
The Pistoia Alliance Information Ecosystem WorkshopThe Pistoia Alliance Information Ecosystem Workshop
The Pistoia Alliance Information Ecosystem WorkshopPistoia Alliance
 
Infosys -- Pharma in a box
Infosys -- Pharma in a boxInfosys -- Pharma in a box
Infosys -- Pharma in a boxPistoia Alliance
 
Pistoia 2011 Annual General Meeting
Pistoia 2011 Annual General MeetingPistoia 2011 Annual General Meeting
Pistoia 2011 Annual General MeetingPistoia Alliance
 
Resource Description Framework Approach to Data Publication and Federation
Resource Description Framework Approach to Data Publication and FederationResource Description Framework Approach to Data Publication and Federation
Resource Description Framework Approach to Data Publication and FederationPistoia Alliance
 
The Pistoia Alliance Biology Domain Strategy April 2011
The Pistoia Alliance Biology Domain Strategy April 2011The Pistoia Alliance Biology Domain Strategy April 2011
The Pistoia Alliance Biology Domain Strategy April 2011Pistoia Alliance
 
The Pistoia Alliance: Strategy, Progress, Momentum
The Pistoia Alliance: Strategy, Progress, MomentumThe Pistoia Alliance: Strategy, Progress, Momentum
The Pistoia Alliance: Strategy, Progress, MomentumPistoia Alliance
 
GenomeQuest -- The Bioinformatics Bottleneck
GenomeQuest -- The Bioinformatics BottleneckGenomeQuest -- The Bioinformatics Bottleneck
GenomeQuest -- The Bioinformatics BottleneckPistoia Alliance
 
Assay Depot -- Pharmageddon
Assay Depot -- PharmageddonAssay Depot -- Pharmageddon
Assay Depot -- PharmageddonPistoia Alliance
 
Pistoia Alliance Sequence Services Programme Phase 2
Pistoia Alliance Sequence Services Programme Phase 2Pistoia Alliance Sequence Services Programme Phase 2
Pistoia Alliance Sequence Services Programme Phase 2Pistoia Alliance
 
Sequence Services Phase 2 Webinar Series: Constellation Technology and Genestack
Sequence Services Phase 2 Webinar Series: Constellation Technology and GenestackSequence Services Phase 2 Webinar Series: Constellation Technology and Genestack
Sequence Services Phase 2 Webinar Series: Constellation Technology and GenestackPistoia Alliance
 
Collaborative Drug Discovery -- Life Science Collaboration & Virtualization: ...
Collaborative Drug Discovery -- Life Science Collaboration & Virtualization: ...Collaborative Drug Discovery -- Life Science Collaboration & Virtualization: ...
Collaborative Drug Discovery -- Life Science Collaboration & Virtualization: ...Pistoia Alliance
 
Pistoia Alliance Intro and Strategy April 2011
Pistoia Alliance Intro and Strategy April 2011Pistoia Alliance Intro and Strategy April 2011
Pistoia Alliance Intro and Strategy April 2011Pistoia Alliance
 
Proton nmr by Bhushan Chavan
Proton nmr by Bhushan ChavanProton nmr by Bhushan Chavan
Proton nmr by Bhushan ChavanBhushan Chavan
 

Viewers also liked (20)

NMR assignments and structure determination
NMR assignments and structure determinationNMR assignments and structure determination
NMR assignments and structure determination
 
Information Ecosystem Business Models
Information Ecosystem Business ModelsInformation Ecosystem Business Models
Information Ecosystem Business Models
 
Pistoia Chemistry Live Strategy April 2011
Pistoia Chemistry Live Strategy April 2011Pistoia Chemistry Live Strategy April 2011
Pistoia Chemistry Live Strategy April 2011
 
Canonical Models for Large Molecules
Canonical Models for Large MoleculesCanonical Models for Large Molecules
Canonical Models for Large Molecules
 
Towards a brokering framework for knowledge-based services: Learning from the...
Towards a brokering framework for knowledge-based services: Learning from the...Towards a brokering framework for knowledge-based services: Learning from the...
Towards a brokering framework for knowledge-based services: Learning from the...
 
The Pistoia Alliance Information Ecosystem Workshop
The Pistoia Alliance Information Ecosystem WorkshopThe Pistoia Alliance Information Ecosystem Workshop
The Pistoia Alliance Information Ecosystem Workshop
 
The Standards Landscape
The Standards LandscapeThe Standards Landscape
The Standards Landscape
 
Infosys -- Pharma in a box
Infosys -- Pharma in a boxInfosys -- Pharma in a box
Infosys -- Pharma in a box
 
Pistoia 2011 Annual General Meeting
Pistoia 2011 Annual General MeetingPistoia 2011 Annual General Meeting
Pistoia 2011 Annual General Meeting
 
Resource Description Framework Approach to Data Publication and Federation
Resource Description Framework Approach to Data Publication and FederationResource Description Framework Approach to Data Publication and Federation
Resource Description Framework Approach to Data Publication and Federation
 
The Pistoia Alliance Biology Domain Strategy April 2011
The Pistoia Alliance Biology Domain Strategy April 2011The Pistoia Alliance Biology Domain Strategy April 2011
The Pistoia Alliance Biology Domain Strategy April 2011
 
The Pistoia Alliance: Strategy, Progress, Momentum
The Pistoia Alliance: Strategy, Progress, MomentumThe Pistoia Alliance: Strategy, Progress, Momentum
The Pistoia Alliance: Strategy, Progress, Momentum
 
GenomeQuest -- The Bioinformatics Bottleneck
GenomeQuest -- The Bioinformatics BottleneckGenomeQuest -- The Bioinformatics Bottleneck
GenomeQuest -- The Bioinformatics Bottleneck
 
Assay Depot -- Pharmageddon
Assay Depot -- PharmageddonAssay Depot -- Pharmageddon
Assay Depot -- Pharmageddon
 
Pistoia Alliance Sequence Services Programme Phase 2
Pistoia Alliance Sequence Services Programme Phase 2Pistoia Alliance Sequence Services Programme Phase 2
Pistoia Alliance Sequence Services Programme Phase 2
 
Sequence Services Phase 2 Webinar Series: Constellation Technology and Genestack
Sequence Services Phase 2 Webinar Series: Constellation Technology and GenestackSequence Services Phase 2 Webinar Series: Constellation Technology and Genestack
Sequence Services Phase 2 Webinar Series: Constellation Technology and Genestack
 
Collaborative Drug Discovery -- Life Science Collaboration & Virtualization: ...
Collaborative Drug Discovery -- Life Science Collaboration & Virtualization: ...Collaborative Drug Discovery -- Life Science Collaboration & Virtualization: ...
Collaborative Drug Discovery -- Life Science Collaboration & Virtualization: ...
 
Pistoia Alliance Intro and Strategy April 2011
Pistoia Alliance Intro and Strategy April 2011Pistoia Alliance Intro and Strategy April 2011
Pistoia Alliance Intro and Strategy April 2011
 
Akj p pt carban 13
Akj p pt carban 13 Akj p pt carban 13
Akj p pt carban 13
 
Proton nmr by Bhushan Chavan
Proton nmr by Bhushan ChavanProton nmr by Bhushan Chavan
Proton nmr by Bhushan Chavan
 

Similar to NMR Automatic Structure Verficiation

In Search of a Missing Link in the Data Deluge vs. Data Scarcity Debate
In Search of a Missing Link in the Data Deluge vs. Data Scarcity DebateIn Search of a Missing Link in the Data Deluge vs. Data Scarcity Debate
In Search of a Missing Link in the Data Deluge vs. Data Scarcity DebateNeuroscience Information Framework
 
Immersive Recommendation Workshop, NYC Media Lab'17
Immersive Recommendation Workshop, NYC Media Lab'17Immersive Recommendation Workshop, NYC Media Lab'17
Immersive Recommendation Workshop, NYC Media Lab'17Longqi Yang
 
Making an impact with data science
Making an impact  with data scienceMaking an impact  with data science
Making an impact with data scienceJordan Engbers
 
Being FAIR: FAIR data and model management SSBSS 2017 Summer School
Being FAIR:  FAIR data and model management SSBSS 2017 Summer SchoolBeing FAIR:  FAIR data and model management SSBSS 2017 Summer School
Being FAIR: FAIR data and model management SSBSS 2017 Summer SchoolCarole Goble
 
2016 07 12_purdue_bigdatainomics_seandavis
2016 07 12_purdue_bigdatainomics_seandavis2016 07 12_purdue_bigdatainomics_seandavis
2016 07 12_purdue_bigdatainomics_seandavisSean Davis
 
Ascld2017 ropero miller_ppt_final
Ascld2017 ropero miller_ppt_finalAscld2017 ropero miller_ppt_final
Ascld2017 ropero miller_ppt_finalJeri Miller
 
2018 10 igneous
2018 10 igneous2018 10 igneous
2018 10 igneousChris Dwan
 
Aug2013 NIST program slides
Aug2013 NIST program slidesAug2013 NIST program slides
Aug2013 NIST program slidesGenomeInABottle
 
But how do I GET the data? Transparency Camp 2014
But how do I GET the data? Transparency Camp 2014But how do I GET the data? Transparency Camp 2014
But how do I GET the data? Transparency Camp 2014Jeffrey Quigley
 
Publication of raw and curated NMR spectroscopic data for organic molecules
Publication of raw and curated NMR spectroscopic data for organic moleculesPublication of raw and curated NMR spectroscopic data for organic molecules
Publication of raw and curated NMR spectroscopic data for organic moleculesChristoph Steinbeck
 
Big data
Big dataBig data
Big dataCisco
 
The Science of Data Science
The Science of Data Science The Science of Data Science
The Science of Data Science James Hendler
 
Grid Computing July 2009
Grid Computing July 2009Grid Computing July 2009
Grid Computing July 2009Ian Foster
 

Similar to NMR Automatic Structure Verficiation (20)

In Search of a Missing Link in the Data Deluge vs. Data Scarcity Debate
In Search of a Missing Link in the Data Deluge vs. Data Scarcity DebateIn Search of a Missing Link in the Data Deluge vs. Data Scarcity Debate
In Search of a Missing Link in the Data Deluge vs. Data Scarcity Debate
 
Immersive Recommendation Workshop, NYC Media Lab'17
Immersive Recommendation Workshop, NYC Media Lab'17Immersive Recommendation Workshop, NYC Media Lab'17
Immersive Recommendation Workshop, NYC Media Lab'17
 
Making an impact with data science
Making an impact  with data scienceMaking an impact  with data science
Making an impact with data science
 
Oracle openworld-presentation
Oracle openworld-presentationOracle openworld-presentation
Oracle openworld-presentation
 
ChemSpider - Does Community Engagement work to Build a Quality Online Resourc...
ChemSpider - Does Community Engagement work to Build a Quality Online Resourc...ChemSpider - Does Community Engagement work to Build a Quality Online Resourc...
ChemSpider - Does Community Engagement work to Build a Quality Online Resourc...
 
Being FAIR: FAIR data and model management SSBSS 2017 Summer School
Being FAIR:  FAIR data and model management SSBSS 2017 Summer SchoolBeing FAIR:  FAIR data and model management SSBSS 2017 Summer School
Being FAIR: FAIR data and model management SSBSS 2017 Summer School
 
2016 07 12_purdue_bigdatainomics_seandavis
2016 07 12_purdue_bigdatainomics_seandavis2016 07 12_purdue_bigdatainomics_seandavis
2016 07 12_purdue_bigdatainomics_seandavis
 
Ascld2017 ropero miller_ppt_final
Ascld2017 ropero miller_ppt_finalAscld2017 ropero miller_ppt_final
Ascld2017 ropero miller_ppt_final
 
Medical image analysis, retrieval and evaluation infrastructures
Medical image analysis, retrieval and evaluation infrastructuresMedical image analysis, retrieval and evaluation infrastructures
Medical image analysis, retrieval and evaluation infrastructures
 
2018 10 igneous
2018 10 igneous2018 10 igneous
2018 10 igneous
 
Providing support for JC Bradleys vision of open science using RSC cheminform...
Providing support for JC Bradleys vision of open science using RSC cheminform...Providing support for JC Bradleys vision of open science using RSC cheminform...
Providing support for JC Bradleys vision of open science using RSC cheminform...
 
BioData World Basel 2018
BioData World Basel 2018BioData World Basel 2018
BioData World Basel 2018
 
Aug2013 NIST program slides
Aug2013 NIST program slidesAug2013 NIST program slides
Aug2013 NIST program slides
 
But how do I GET the data? Transparency Camp 2014
But how do I GET the data? Transparency Camp 2014But how do I GET the data? Transparency Camp 2014
But how do I GET the data? Transparency Camp 2014
 
Dr. Eliot Siegel: Watson and Deep QA Software in Pursuit of Personalized Medi...
Dr. Eliot Siegel: Watson and Deep QA Software in Pursuit of Personalized Medi...Dr. Eliot Siegel: Watson and Deep QA Software in Pursuit of Personalized Medi...
Dr. Eliot Siegel: Watson and Deep QA Software in Pursuit of Personalized Medi...
 
Publication of raw and curated NMR spectroscopic data for organic molecules
Publication of raw and curated NMR spectroscopic data for organic moleculesPublication of raw and curated NMR spectroscopic data for organic molecules
Publication of raw and curated NMR spectroscopic data for organic molecules
 
Big data
Big dataBig data
Big data
 
Success in decision making data relevance curation
Success in decision making data relevance curationSuccess in decision making data relevance curation
Success in decision making data relevance curation
 
The Science of Data Science
The Science of Data Science The Science of Data Science
The Science of Data Science
 
Grid Computing July 2009
Grid Computing July 2009Grid Computing July 2009
Grid Computing July 2009
 

More from Pistoia Alliance

Fairification experience clarifying the semantics of data matrices
Fairification experience clarifying the semantics of data matricesFairification experience clarifying the semantics of data matrices
Fairification experience clarifying the semantics of data matricesPistoia Alliance
 
Digital webinar master deck final
Digital webinar master deck finalDigital webinar master deck final
Digital webinar master deck finalPistoia Alliance
 
Heartificial intelligence - claudio-mirti
Heartificial intelligence - claudio-mirtiHeartificial intelligence - claudio-mirti
Heartificial intelligence - claudio-mirtiPistoia Alliance
 
Knowledge graphs ilaria maresi the hyve 23apr2020
Knowledge graphs   ilaria maresi the hyve 23apr2020Knowledge graphs   ilaria maresi the hyve 23apr2020
Knowledge graphs ilaria maresi the hyve 23apr2020Pistoia Alliance
 
2020.04.07 automated molecular design and the bradshaw platform webinar
2020.04.07 automated molecular design and the bradshaw platform webinar2020.04.07 automated molecular design and the bradshaw platform webinar
2020.04.07 automated molecular design and the bradshaw platform webinarPistoia Alliance
 
AI in translational medicine webinar
AI in translational medicine webinarAI in translational medicine webinar
AI in translational medicine webinarPistoia Alliance
 
CEDAR work bench for metadata management
CEDAR work bench for metadata managementCEDAR work bench for metadata management
CEDAR work bench for metadata managementPistoia Alliance
 
Open interoperability standards, tools and services at EMBL-EBI
Open interoperability standards, tools and services at EMBL-EBIOpen interoperability standards, tools and services at EMBL-EBI
Open interoperability standards, tools and services at EMBL-EBIPistoia Alliance
 
Fair webinar, Ted slater: progress towards commercial fair data products and ...
Fair webinar, Ted slater: progress towards commercial fair data products and ...Fair webinar, Ted slater: progress towards commercial fair data products and ...
Fair webinar, Ted slater: progress towards commercial fair data products and ...Pistoia Alliance
 
Application of recently developed FAIR metrics to the ELIXIR Core Data Resources
Application of recently developed FAIR metrics to the ELIXIR Core Data ResourcesApplication of recently developed FAIR metrics to the ELIXIR Core Data Resources
Application of recently developed FAIR metrics to the ELIXIR Core Data ResourcesPistoia Alliance
 
Implementing Blockchain applications in healthcare
Implementing Blockchain applications in healthcareImplementing Blockchain applications in healthcare
Implementing Blockchain applications in healthcarePistoia Alliance
 
Building trust and accountability - the role User Experience design can play ...
Building trust and accountability - the role User Experience design can play ...Building trust and accountability - the role User Experience design can play ...
Building trust and accountability - the role User Experience design can play ...Pistoia Alliance
 
Pistoia Alliance-Elsevier Datathon
Pistoia Alliance-Elsevier DatathonPistoia Alliance-Elsevier Datathon
Pistoia Alliance-Elsevier DatathonPistoia Alliance
 
Data for AI models, the past, the present, the future
Data for AI models, the past, the present, the futureData for AI models, the past, the present, the future
Data for AI models, the past, the present, the futurePistoia Alliance
 
PA webinar on benefits & costs of FAIR implementation in life sciences
PA webinar on benefits & costs of FAIR implementation in life sciences PA webinar on benefits & costs of FAIR implementation in life sciences
PA webinar on benefits & costs of FAIR implementation in life sciences Pistoia Alliance
 
AI & ML in Drug Design: Pistoia Alliance CoE
AI & ML in Drug Design: Pistoia Alliance CoEAI & ML in Drug Design: Pistoia Alliance CoE
AI & ML in Drug Design: Pistoia Alliance CoEPistoia Alliance
 
Ai in drug design webinar 26 feb 2019
Ai in drug design webinar 26 feb 2019Ai in drug design webinar 26 feb 2019
Ai in drug design webinar 26 feb 2019Pistoia Alliance
 
Blockchain and IOT and the GxP Lab Slides
Blockchain and IOT and the GxP Lab SlidesBlockchain and IOT and the GxP Lab Slides
Blockchain and IOT and the GxP Lab SlidesPistoia Alliance
 

More from Pistoia Alliance (20)

Fairification experience clarifying the semantics of data matrices
Fairification experience clarifying the semantics of data matricesFairification experience clarifying the semantics of data matrices
Fairification experience clarifying the semantics of data matrices
 
MPS webinar master deck
MPS webinar master deckMPS webinar master deck
MPS webinar master deck
 
Digital webinar master deck final
Digital webinar master deck finalDigital webinar master deck final
Digital webinar master deck final
 
Heartificial intelligence - claudio-mirti
Heartificial intelligence - claudio-mirtiHeartificial intelligence - claudio-mirti
Heartificial intelligence - claudio-mirti
 
Fair by design
Fair by designFair by design
Fair by design
 
Knowledge graphs ilaria maresi the hyve 23apr2020
Knowledge graphs   ilaria maresi the hyve 23apr2020Knowledge graphs   ilaria maresi the hyve 23apr2020
Knowledge graphs ilaria maresi the hyve 23apr2020
 
2020.04.07 automated molecular design and the bradshaw platform webinar
2020.04.07 automated molecular design and the bradshaw platform webinar2020.04.07 automated molecular design and the bradshaw platform webinar
2020.04.07 automated molecular design and the bradshaw platform webinar
 
AI in translational medicine webinar
AI in translational medicine webinarAI in translational medicine webinar
AI in translational medicine webinar
 
CEDAR work bench for metadata management
CEDAR work bench for metadata managementCEDAR work bench for metadata management
CEDAR work bench for metadata management
 
Open interoperability standards, tools and services at EMBL-EBI
Open interoperability standards, tools and services at EMBL-EBIOpen interoperability standards, tools and services at EMBL-EBI
Open interoperability standards, tools and services at EMBL-EBI
 
Fair webinar, Ted slater: progress towards commercial fair data products and ...
Fair webinar, Ted slater: progress towards commercial fair data products and ...Fair webinar, Ted slater: progress towards commercial fair data products and ...
Fair webinar, Ted slater: progress towards commercial fair data products and ...
 
Application of recently developed FAIR metrics to the ELIXIR Core Data Resources
Application of recently developed FAIR metrics to the ELIXIR Core Data ResourcesApplication of recently developed FAIR metrics to the ELIXIR Core Data Resources
Application of recently developed FAIR metrics to the ELIXIR Core Data Resources
 
Implementing Blockchain applications in healthcare
Implementing Blockchain applications in healthcareImplementing Blockchain applications in healthcare
Implementing Blockchain applications in healthcare
 
Building trust and accountability - the role User Experience design can play ...
Building trust and accountability - the role User Experience design can play ...Building trust and accountability - the role User Experience design can play ...
Building trust and accountability - the role User Experience design can play ...
 
Pistoia Alliance-Elsevier Datathon
Pistoia Alliance-Elsevier DatathonPistoia Alliance-Elsevier Datathon
Pistoia Alliance-Elsevier Datathon
 
Data for AI models, the past, the present, the future
Data for AI models, the past, the present, the futureData for AI models, the past, the present, the future
Data for AI models, the past, the present, the future
 
PA webinar on benefits & costs of FAIR implementation in life sciences
PA webinar on benefits & costs of FAIR implementation in life sciences PA webinar on benefits & costs of FAIR implementation in life sciences
PA webinar on benefits & costs of FAIR implementation in life sciences
 
AI & ML in Drug Design: Pistoia Alliance CoE
AI & ML in Drug Design: Pistoia Alliance CoEAI & ML in Drug Design: Pistoia Alliance CoE
AI & ML in Drug Design: Pistoia Alliance CoE
 
Ai in drug design webinar 26 feb 2019
Ai in drug design webinar 26 feb 2019Ai in drug design webinar 26 feb 2019
Ai in drug design webinar 26 feb 2019
 
Blockchain and IOT and the GxP Lab Slides
Blockchain and IOT and the GxP Lab SlidesBlockchain and IOT and the GxP Lab Slides
Blockchain and IOT and the GxP Lab Slides
 

Recently uploaded

ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemke
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemkeProductAnonymous-April2024-WinProductDiscovery-MelissaKlemke
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemkeProduct Anonymous
 
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers:  A Deep Dive into Serverless Spatial Data and FMECloud Frontiers:  A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FMESafe Software
 
Strategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff
Strategize a Smooth Tenant-to-tenant Migration and Copilot TakeoffStrategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff
Strategize a Smooth Tenant-to-tenant Migration and Copilot Takeoffsammart93
 
Artificial Intelligence Chap.5 : Uncertainty
Artificial Intelligence Chap.5 : UncertaintyArtificial Intelligence Chap.5 : Uncertainty
Artificial Intelligence Chap.5 : UncertaintyKhushali Kathiriya
 
CNIC Information System with Pakdata Cf In Pakistan
CNIC Information System with Pakdata Cf In PakistanCNIC Information System with Pakdata Cf In Pakistan
CNIC Information System with Pakdata Cf In Pakistandanishmna97
 
FWD Group - Insurer Innovation Award 2024
FWD Group - Insurer Innovation Award 2024FWD Group - Insurer Innovation Award 2024
FWD Group - Insurer Innovation Award 2024The Digital Insurer
 
Boost Fertility New Invention Ups Success Rates.pdf
Boost Fertility New Invention Ups Success Rates.pdfBoost Fertility New Invention Ups Success Rates.pdf
Boost Fertility New Invention Ups Success Rates.pdfsudhanshuwaghmare1
 
Apidays New York 2024 - Passkeys: Developing APIs to enable passwordless auth...
Apidays New York 2024 - Passkeys: Developing APIs to enable passwordless auth...Apidays New York 2024 - Passkeys: Developing APIs to enable passwordless auth...
Apidays New York 2024 - Passkeys: Developing APIs to enable passwordless auth...apidays
 
presentation ICT roal in 21st century education
presentation ICT roal in 21st century educationpresentation ICT roal in 21st century education
presentation ICT roal in 21st century educationjfdjdjcjdnsjd
 
MS Copilot expands with MS Graph connectors
MS Copilot expands with MS Graph connectorsMS Copilot expands with MS Graph connectors
MS Copilot expands with MS Graph connectorsNanddeep Nachan
 
Apidays New York 2024 - APIs in 2030: The Risk of Technological Sleepwalk by ...
Apidays New York 2024 - APIs in 2030: The Risk of Technological Sleepwalk by ...Apidays New York 2024 - APIs in 2030: The Risk of Technological Sleepwalk by ...
Apidays New York 2024 - APIs in 2030: The Risk of Technological Sleepwalk by ...apidays
 
How to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerHow to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerThousandEyes
 
Apidays New York 2024 - The value of a flexible API Management solution for O...
Apidays New York 2024 - The value of a flexible API Management solution for O...Apidays New York 2024 - The value of a flexible API Management solution for O...
Apidays New York 2024 - The value of a flexible API Management solution for O...apidays
 
Vector Search -An Introduction in Oracle Database 23ai.pptx
Vector Search -An Introduction in Oracle Database 23ai.pptxVector Search -An Introduction in Oracle Database 23ai.pptx
Vector Search -An Introduction in Oracle Database 23ai.pptxRemote DBA Services
 
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers:  A Deep Dive into Serverless Spatial Data and FMECloud Frontiers:  A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FMESafe Software
 
Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...
Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...
Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...apidays
 
Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobe
Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, AdobeApidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobe
Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobeapidays
 
MINDCTI Revenue Release Quarter One 2024
MINDCTI Revenue Release Quarter One 2024MINDCTI Revenue Release Quarter One 2024
MINDCTI Revenue Release Quarter One 2024MIND CTI
 
Rising Above_ Dubai Floods and the Fortitude of Dubai International Airport.pdf
Rising Above_ Dubai Floods and the Fortitude of Dubai International Airport.pdfRising Above_ Dubai Floods and the Fortitude of Dubai International Airport.pdf
Rising Above_ Dubai Floods and the Fortitude of Dubai International Airport.pdfOrbitshub
 

Recently uploaded (20)

ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemke
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemkeProductAnonymous-April2024-WinProductDiscovery-MelissaKlemke
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemke
 
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers:  A Deep Dive into Serverless Spatial Data and FMECloud Frontiers:  A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
 
Strategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff
Strategize a Smooth Tenant-to-tenant Migration and Copilot TakeoffStrategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff
Strategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff
 
Artificial Intelligence Chap.5 : Uncertainty
Artificial Intelligence Chap.5 : UncertaintyArtificial Intelligence Chap.5 : Uncertainty
Artificial Intelligence Chap.5 : Uncertainty
 
CNIC Information System with Pakdata Cf In Pakistan
CNIC Information System with Pakdata Cf In PakistanCNIC Information System with Pakdata Cf In Pakistan
CNIC Information System with Pakdata Cf In Pakistan
 
FWD Group - Insurer Innovation Award 2024
FWD Group - Insurer Innovation Award 2024FWD Group - Insurer Innovation Award 2024
FWD Group - Insurer Innovation Award 2024
 
Understanding the FAA Part 107 License ..
Understanding the FAA Part 107 License ..Understanding the FAA Part 107 License ..
Understanding the FAA Part 107 License ..
 
Boost Fertility New Invention Ups Success Rates.pdf
Boost Fertility New Invention Ups Success Rates.pdfBoost Fertility New Invention Ups Success Rates.pdf
Boost Fertility New Invention Ups Success Rates.pdf
 
Apidays New York 2024 - Passkeys: Developing APIs to enable passwordless auth...
Apidays New York 2024 - Passkeys: Developing APIs to enable passwordless auth...Apidays New York 2024 - Passkeys: Developing APIs to enable passwordless auth...
Apidays New York 2024 - Passkeys: Developing APIs to enable passwordless auth...
 
presentation ICT roal in 21st century education
presentation ICT roal in 21st century educationpresentation ICT roal in 21st century education
presentation ICT roal in 21st century education
 
MS Copilot expands with MS Graph connectors
MS Copilot expands with MS Graph connectorsMS Copilot expands with MS Graph connectors
MS Copilot expands with MS Graph connectors
 
Apidays New York 2024 - APIs in 2030: The Risk of Technological Sleepwalk by ...
Apidays New York 2024 - APIs in 2030: The Risk of Technological Sleepwalk by ...Apidays New York 2024 - APIs in 2030: The Risk of Technological Sleepwalk by ...
Apidays New York 2024 - APIs in 2030: The Risk of Technological Sleepwalk by ...
 
How to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerHow to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected Worker
 
Apidays New York 2024 - The value of a flexible API Management solution for O...
Apidays New York 2024 - The value of a flexible API Management solution for O...Apidays New York 2024 - The value of a flexible API Management solution for O...
Apidays New York 2024 - The value of a flexible API Management solution for O...
 
Vector Search -An Introduction in Oracle Database 23ai.pptx
Vector Search -An Introduction in Oracle Database 23ai.pptxVector Search -An Introduction in Oracle Database 23ai.pptx
Vector Search -An Introduction in Oracle Database 23ai.pptx
 
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers:  A Deep Dive into Serverless Spatial Data and FMECloud Frontiers:  A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
 
Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...
Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...
Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...
 
Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobe
Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, AdobeApidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobe
Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobe
 
MINDCTI Revenue Release Quarter One 2024
MINDCTI Revenue Release Quarter One 2024MINDCTI Revenue Release Quarter One 2024
MINDCTI Revenue Release Quarter One 2024
 
Rising Above_ Dubai Floods and the Fortitude of Dubai International Airport.pdf
Rising Above_ Dubai Floods and the Fortitude of Dubai International Airport.pdfRising Above_ Dubai Floods and the Fortitude of Dubai International Airport.pdf
Rising Above_ Dubai Floods and the Fortitude of Dubai International Airport.pdf
 

NMR Automatic Structure Verficiation

  • 1. The Pistoia ASV Project ... An Emerging Vehicle for Collaboration: NMR Spectra data exchange The Pistoia Alliance Alex Drijver on behalf of John Hollerton, Giles Ratcliffe and John Wise Pistoia Conference http://pistoiaalliance.org 24th April 2012
  • 2. What’s up doc? „Too much data ... ?” „No, too little time ...” „For what?” „To analyze the NMR data on compounds I buy for screening..”
  • 3. If only I had ... ASV The small print .. Automatic Structure Verification ...
  • 4. What’s up doc? „Too much data ... ?” „No, too little ...” „For what?” „To make a reliable algorithm that will validate structures based on NMR spectra”
  • 5.
  • 6. What if... A data set of qualified structures and NMR spectra existed Contributed by pharma (or other) = chemical diversity Available to software developers With a control set for validation
  • 7. The Money bit Data contributed free of charge Data available free of charge Data curator and program administrator Cost of labor and of system say 1 FTE/year @ $120,000 Open contribution (money and structures) Systematic/pragmatic
  • 8. Rules • Contribution of data based on size (issue of how to measure) • Only participating providers of data can get the validation data set • No limitation on who can use the test set • ASV’s sold on commercial terms • Financial contribution needed for maintaining the infrastructure
  • 9. WIFM • Pharma – Time - which is money  • Software providers – Industry relevant software – which means money  • CROs – Could provide value-add from validating structures prior to sale – which means money 