SlideShare a Scribd company logo
1 of 15
Download to read offline
Biomarker Discovery
            and Big Data
                    Abhinanda Sarkar

                  Chief Data Scientist
                COMPEGENCE, Bangalore


International Indian Statistical Association Conference
              Jan 2-5, 2013; Chennai, India
               http://www.iisaconference.info/
This is a critical intersection




                                  From: McKinsey Global Institute
Information and data from biomarkers




                                       From: Foundation Medicine
After the clinical trial …




                             From: Swanson at al. Genome Medicine, 2010
What’s ‘big’ about Big Data?




                               From: Oracle
Volume, Velocity, and Variety




                                From: HP
Text Mining for Gene Clusters




         From: Kankar, Adak, Sarkar, Murari, and Sharma, SIAM Data Mining, 2002
Text Mining for Gene Clusters




         From: Kankar, Adak, Sarkar, Murari, and Sharma, SIAM Data Mining, 2002
Text Mining for Gene Clusters




         From: Kankar, Adak, Sarkar, Murari, and Sharma, SIAM Data Mining, 2002
Big Data for Alzheimer’s Disease




                    From: Greco et al. Journal of Translational Medicine, 2012
Big Data for Alzheimer’s Disease




                    From: Greco et al. Journal of Translational Medicine, 2012
We need experts who know how to manage a mouse




                Source: www.favin.com
Process, Data and Domain driven Information Excellence




              ABOUT COMPEGENCE
Our Expertise and Focus Areas

 Process + Data + Domain => Decision


Analytics; Data Mining; Big Data; DWH & BI


Architecture and Methodology


Partnered Product Development


Consulting, Competency Building, Advisory, Mentoring


Executive Briefing Sessions and Deep Dive Workshops
Partners in Co-Creating Success


  Process, Data and Domain driven Information Excellence


Process, Data and Domain driven Business Decision Life Cycle




                                            www.compegence.com
                                           info@compegence.com

More Related Content

What's hot

healthcare-analytics-info-2660933
healthcare-analytics-info-2660933healthcare-analytics-info-2660933
healthcare-analytics-info-2660933
Alin Gheorghe
 
Exponential-Big-Data
Exponential-Big-DataExponential-Big-Data
Exponential-Big-Data
DNA Compass
 

What's hot (20)

The Path to Wellness through Big Data
The Path to Wellness through Big DataThe Path to Wellness through Big Data
The Path to Wellness through Big Data
 
Big-Data in HealthCare _ Overview
Big-Data in HealthCare _ OverviewBig-Data in HealthCare _ Overview
Big-Data in HealthCare _ Overview
 
Elastic as a Fundamental Core to Pfizer’s Scientific Data Cloud
Elastic as a Fundamental Core to Pfizer’s Scientific Data CloudElastic as a Fundamental Core to Pfizer’s Scientific Data Cloud
Elastic as a Fundamental Core to Pfizer’s Scientific Data Cloud
 
Health care and big data with hadoop – Beacuse prevention is better than cure
Health care and big data with hadoop – Beacuse prevention is better than cureHealth care and big data with hadoop – Beacuse prevention is better than cure
Health care and big data with hadoop – Beacuse prevention is better than cure
 
Big Data In Medicine
Big Data In Medicine Big Data In Medicine
Big Data In Medicine
 
Healthcare and Big Data - May 2017
Healthcare and Big Data -  May 2017Healthcare and Big Data -  May 2017
Healthcare and Big Data - May 2017
 
SKOS - Some Use Cases
SKOS - Some Use CasesSKOS - Some Use Cases
SKOS - Some Use Cases
 
Baptist Health: Solving Healthcare Problems with Big Data
Baptist Health: Solving Healthcare Problems with Big DataBaptist Health: Solving Healthcare Problems with Big Data
Baptist Health: Solving Healthcare Problems with Big Data
 
Improving Healthcare Operations Using Process Data Mining
Improving Healthcare Operations Using Process Data Mining Improving Healthcare Operations Using Process Data Mining
Improving Healthcare Operations Using Process Data Mining
 
Building a Data Warehouse at Clover (PDF)
Building a Data Warehouse at Clover (PDF)Building a Data Warehouse at Clover (PDF)
Building a Data Warehouse at Clover (PDF)
 
Big Data in Healthcare Made Simple: Where It Stands Today and Where It’s Going
Big Data in Healthcare Made Simple: Where It Stands Today and Where It’s GoingBig Data in Healthcare Made Simple: Where It Stands Today and Where It’s Going
Big Data in Healthcare Made Simple: Where It Stands Today and Where It’s Going
 
Possible Solution for Managing the Worlds Personal Genetic Data - DNA Guide, ...
Possible Solution for Managing the Worlds Personal Genetic Data - DNA Guide, ...Possible Solution for Managing the Worlds Personal Genetic Data - DNA Guide, ...
Possible Solution for Managing the Worlds Personal Genetic Data - DNA Guide, ...
 
Data science in healthcare domain
Data science in healthcare domainData science in healthcare domain
Data science in healthcare domain
 
Building a Data Warehouse at Clover
Building a Data Warehouse at CloverBuilding a Data Warehouse at Clover
Building a Data Warehouse at Clover
 
HP & Sogeti Healthcare Big Data Presentation for Discover 2015
HP & Sogeti Healthcare Big Data Presentation for Discover 2015HP & Sogeti Healthcare Big Data Presentation for Discover 2015
HP & Sogeti Healthcare Big Data Presentation for Discover 2015
 
Driving Healthcare Operations with Data Science
Driving Healthcare Operations with Data ScienceDriving Healthcare Operations with Data Science
Driving Healthcare Operations with Data Science
 
healthcare-analytics-info-2660933
healthcare-analytics-info-2660933healthcare-analytics-info-2660933
healthcare-analytics-info-2660933
 
Exponential-Big-Data
Exponential-Big-DataExponential-Big-Data
Exponential-Big-Data
 
2015 OCT RACGP Forum - Dashboards
2015 OCT RACGP Forum - Dashboards2015 OCT RACGP Forum - Dashboards
2015 OCT RACGP Forum - Dashboards
 
CXAIR for Healthcare Brochure
CXAIR for Healthcare BrochureCXAIR for Healthcare Brochure
CXAIR for Healthcare Brochure
 

Viewers also liked

Tổng hợp lí thuyết
Tổng hợp lí thuyếtTổng hợp lí thuyết
Tổng hợp lí thuyết
gabim1234
 

Viewers also liked (11)

Dr. Abhinanda Sarkar(Compegence) and K L Mukesh(Akeso Healthcare) Financial...
Dr. Abhinanda Sarkar(Compegence) and K L Mukesh(Akeso Healthcare)   Financial...Dr. Abhinanda Sarkar(Compegence) and K L Mukesh(Akeso Healthcare)   Financial...
Dr. Abhinanda Sarkar(Compegence) and K L Mukesh(Akeso Healthcare) Financial...
 
Compegence summary
Compegence summaryCompegence summary
Compegence summary
 
Compegence: Dr. Abhinanda Sarkar - Energy Analytics_IISC_2012_Oct
Compegence: Dr. Abhinanda Sarkar - Energy Analytics_IISC_2012_OctCompegence: Dr. Abhinanda Sarkar - Energy Analytics_IISC_2012_Oct
Compegence: Dr. Abhinanda Sarkar - Energy Analytics_IISC_2012_Oct
 
Ra 2973
Ra 2973Ra 2973
Ra 2973
 
Tổng hợp lí thuyết
Tổng hợp lí thuyếtTổng hợp lí thuyết
Tổng hợp lí thuyết
 
Integrare i Sistemi Tecnologici presenti in Hotel
Integrare i Sistemi Tecnologici presenti in HotelIntegrare i Sistemi Tecnologici presenti in Hotel
Integrare i Sistemi Tecnologici presenti in Hotel
 
Búsqueda avanzada en google
Búsqueda avanzada en googleBúsqueda avanzada en google
Búsqueda avanzada en google
 
Compegence: Nagaraj Kulkarni - Hadoop and No SQL_TDWI_2011Jul23_Preso
Compegence: Nagaraj Kulkarni - Hadoop and No SQL_TDWI_2011Jul23_PresoCompegence: Nagaraj Kulkarni - Hadoop and No SQL_TDWI_2011Jul23_Preso
Compegence: Nagaraj Kulkarni - Hadoop and No SQL_TDWI_2011Jul23_Preso
 
Busqueda de informanción en google
Busqueda de informanción en googleBusqueda de informanción en google
Busqueda de informanción en google
 
Fidelizzazione: agire sull'engagement degli ospiti durante e dopo il soggiorn...
Fidelizzazione: agire sull'engagement degli ospiti durante e dopo il soggiorn...Fidelizzazione: agire sull'engagement degli ospiti durante e dopo il soggiorn...
Fidelizzazione: agire sull'engagement degli ospiti durante e dopo il soggiorn...
 
Compegence: Dr. Rajaram Kudli - An Introduction to Artificial Neural Network ...
Compegence: Dr. Rajaram Kudli - An Introduction to Artificial Neural Network ...Compegence: Dr. Rajaram Kudli - An Introduction to Artificial Neural Network ...
Compegence: Dr. Rajaram Kudli - An Introduction to Artificial Neural Network ...
 

Similar to Compegence: Dr Abhinanda Sarkar - Biomarker Discovery and Big Data_Statistical Association Conference_2013_Jan

Data & Technology in Clinical Trials
Data & Technology in Clinical TrialsData & Technology in Clinical Trials
Data & Technology in Clinical Trials
Nassim Azzi, MBA
 
DataPharmaNovember2016
DataPharmaNovember2016DataPharmaNovember2016
DataPharmaNovember2016
Pfizer
 
BigDataInPractice_EXLPHARMA_KOCH
BigDataInPractice_EXLPHARMA_KOCHBigDataInPractice_EXLPHARMA_KOCH
BigDataInPractice_EXLPHARMA_KOCH
John Koch
 
Challenges in Clinical Research: Aridhia's Disruptive Technology Approach to ...
Challenges in Clinical Research: Aridhia's Disruptive Technology Approach to ...Challenges in Clinical Research: Aridhia's Disruptive Technology Approach to ...
Challenges in Clinical Research: Aridhia's Disruptive Technology Approach to ...
Aridhia Informatics Ltd
 
Advanced Analytics for Clinical Data Full Event Guide
Advanced Analytics for Clinical Data Full Event GuideAdvanced Analytics for Clinical Data Full Event Guide
Advanced Analytics for Clinical Data Full Event Guide
Pfizer
 
Data Management Services
Data Management ServicesData Management Services
Data Management Services
crr99999
 
Data quality presentation oct 2006 23092006
Data quality presentation oct 2006 23092006Data quality presentation oct 2006 23092006
Data quality presentation oct 2006 23092006
Anastasia Govan Kuusk
 

Similar to Compegence: Dr Abhinanda Sarkar - Biomarker Discovery and Big Data_Statistical Association Conference_2013_Jan (20)

Data & Technology in Clinical Trials
Data & Technology in Clinical TrialsData & Technology in Clinical Trials
Data & Technology in Clinical Trials
 
DataPharmaNovember2016
DataPharmaNovember2016DataPharmaNovember2016
DataPharmaNovember2016
 
BigDataInPractice_EXLPHARMA_KOCH
BigDataInPractice_EXLPHARMA_KOCHBigDataInPractice_EXLPHARMA_KOCH
BigDataInPractice_EXLPHARMA_KOCH
 
Challenges in Clinical Research: Aridhia's Disruptive Technology Approach to ...
Challenges in Clinical Research: Aridhia's Disruptive Technology Approach to ...Challenges in Clinical Research: Aridhia's Disruptive Technology Approach to ...
Challenges in Clinical Research: Aridhia's Disruptive Technology Approach to ...
 
Challenges in Clinical Research: Aridhia Disrupts Technology Approach to Rese...
Challenges in Clinical Research: Aridhia Disrupts Technology Approach to Rese...Challenges in Clinical Research: Aridhia Disrupts Technology Approach to Rese...
Challenges in Clinical Research: Aridhia Disrupts Technology Approach to Rese...
 
Supporting a Collaborative R&D Organization with a Dynamic Big Data Solution
Supporting a Collaborative R&D Organization with a Dynamic Big Data SolutionSupporting a Collaborative R&D Organization with a Dynamic Big Data Solution
Supporting a Collaborative R&D Organization with a Dynamic Big Data Solution
 
Bridging Health Care and Clinical Trial Data through Technology
Bridging Health Care and Clinical Trial Data through TechnologyBridging Health Care and Clinical Trial Data through Technology
Bridging Health Care and Clinical Trial Data through Technology
 
Advanced Analytics for Clinical Data Full Event Guide
Advanced Analytics for Clinical Data Full Event GuideAdvanced Analytics for Clinical Data Full Event Guide
Advanced Analytics for Clinical Data Full Event Guide
 
Maximizing AI’s Potential: The Key Role of Data Ecosystems
Maximizing AI’s Potential: The Key Role of Data EcosystemsMaximizing AI’s Potential: The Key Role of Data Ecosystems
Maximizing AI’s Potential: The Key Role of Data Ecosystems
 
Data Management Services
Data Management ServicesData Management Services
Data Management Services
 
Data quality presentation oct 2006 23092006
Data quality presentation oct 2006 23092006Data quality presentation oct 2006 23092006
Data quality presentation oct 2006 23092006
 
Transforming Big Data into Big Value
Transforming Big Data into Big ValueTransforming Big Data into Big Value
Transforming Big Data into Big Value
 
Rock Report: Big Data by @Rock_Health
Rock Report: Big Data by @Rock_HealthRock Report: Big Data by @Rock_Health
Rock Report: Big Data by @Rock_Health
 
ABD209_Accelerating the Speed of Innovation with a Data Sciences Data & Analy...
ABD209_Accelerating the Speed of Innovation with a Data Sciences Data & Analy...ABD209_Accelerating the Speed of Innovation with a Data Sciences Data & Analy...
ABD209_Accelerating the Speed of Innovation with a Data Sciences Data & Analy...
 
Teams healthcare partner webinar keren partner
Teams healthcare partner webinar   keren partnerTeams healthcare partner webinar   keren partner
Teams healthcare partner webinar keren partner
 
Life Technologies' Journey to the Cloud (ENT208) | AWS re:Invent 2013
Life Technologies' Journey to the Cloud (ENT208) | AWS re:Invent 2013Life Technologies' Journey to the Cloud (ENT208) | AWS re:Invent 2013
Life Technologies' Journey to the Cloud (ENT208) | AWS re:Invent 2013
 
Nicolson
NicolsonNicolson
Nicolson
 
Enabling patient-centricity-pfizer
Enabling patient-centricity-pfizerEnabling patient-centricity-pfizer
Enabling patient-centricity-pfizer
 
Enabling Patient Centricity for Pfizer through AWS Cloud (LFS301-S-i) - AWS r...
Enabling Patient Centricity for Pfizer through AWS Cloud (LFS301-S-i) - AWS r...Enabling Patient Centricity for Pfizer through AWS Cloud (LFS301-S-i) - AWS r...
Enabling Patient Centricity for Pfizer through AWS Cloud (LFS301-S-i) - AWS r...
 
Rubbish in Rubbish out: applying good data governance techniques to gain maxi...
Rubbish in Rubbish out: applying good data governance techniques to gain maxi...Rubbish in Rubbish out: applying good data governance techniques to gain maxi...
Rubbish in Rubbish out: applying good data governance techniques to gain maxi...
 

Recently uploaded

Finding Java's Hidden Performance Traps @ DevoxxUK 2024
Finding Java's Hidden Performance Traps @ DevoxxUK 2024Finding Java's Hidden Performance Traps @ DevoxxUK 2024
Finding Java's Hidden Performance Traps @ DevoxxUK 2024
Victor Rentea
 
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
Safe Software
 

Recently uploaded (20)

Finding Java's Hidden Performance Traps @ DevoxxUK 2024
Finding Java's Hidden Performance Traps @ DevoxxUK 2024Finding Java's Hidden Performance Traps @ DevoxxUK 2024
Finding Java's Hidden Performance Traps @ DevoxxUK 2024
 
TrustArc Webinar - Unlock the Power of AI-Driven Data Discovery
TrustArc Webinar - Unlock the Power of AI-Driven Data DiscoveryTrustArc Webinar - Unlock the Power of AI-Driven Data Discovery
TrustArc Webinar - Unlock the Power of AI-Driven Data Discovery
 
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
 
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...
 
DBX First Quarter 2024 Investor Presentation
DBX First Quarter 2024 Investor PresentationDBX First Quarter 2024 Investor Presentation
DBX First Quarter 2024 Investor Presentation
 
Spring Boot vs Quarkus the ultimate battle - DevoxxUK
Spring Boot vs Quarkus the ultimate battle - DevoxxUKSpring Boot vs Quarkus the ultimate battle - DevoxxUK
Spring Boot vs Quarkus the ultimate battle - DevoxxUK
 
Corporate and higher education May webinar.pptx
Corporate and higher education May webinar.pptxCorporate and higher education May webinar.pptx
Corporate and higher education May webinar.pptx
 
Manulife - Insurer Transformation Award 2024
Manulife - Insurer Transformation Award 2024Manulife - Insurer Transformation Award 2024
Manulife - Insurer Transformation Award 2024
 
Cyberprint. Dark Pink Apt Group [EN].pdf
Cyberprint. Dark Pink Apt Group [EN].pdfCyberprint. Dark Pink Apt Group [EN].pdf
Cyberprint. Dark Pink Apt Group [EN].pdf
 
Exploring Multimodal Embeddings with Milvus
Exploring Multimodal Embeddings with MilvusExploring Multimodal Embeddings with Milvus
Exploring Multimodal Embeddings with Milvus
 
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
 
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
 
Strategies for Landing an Oracle DBA Job as a Fresher
Strategies for Landing an Oracle DBA Job as a FresherStrategies for Landing an Oracle DBA Job as a Fresher
Strategies for Landing an Oracle DBA Job as a Fresher
 
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
 
Biography Of Angeliki Cooney | Senior Vice President Life Sciences | Albany, ...
Biography Of Angeliki Cooney | Senior Vice President Life Sciences | Albany, ...Biography Of Angeliki Cooney | Senior Vice President Life Sciences | Albany, ...
Biography Of Angeliki Cooney | Senior Vice President Life Sciences | Albany, ...
 
Connector Corner: Accelerate revenue generation using UiPath API-centric busi...
Connector Corner: Accelerate revenue generation using UiPath API-centric busi...Connector Corner: Accelerate revenue generation using UiPath API-centric busi...
Connector Corner: Accelerate revenue generation using UiPath API-centric busi...
 
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...
 
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
 
"I see eyes in my soup": How Delivery Hero implemented the safety system for ...
"I see eyes in my soup": How Delivery Hero implemented the safety system for ..."I see eyes in my soup": How Delivery Hero implemented the safety system for ...
"I see eyes in my soup": How Delivery Hero implemented the safety system for ...
 
[BuildWithAI] Introduction to Gemini.pdf
[BuildWithAI] Introduction to Gemini.pdf[BuildWithAI] Introduction to Gemini.pdf
[BuildWithAI] Introduction to Gemini.pdf
 

Compegence: Dr Abhinanda Sarkar - Biomarker Discovery and Big Data_Statistical Association Conference_2013_Jan

  • 1. Biomarker Discovery and Big Data Abhinanda Sarkar Chief Data Scientist COMPEGENCE, Bangalore International Indian Statistical Association Conference Jan 2-5, 2013; Chennai, India http://www.iisaconference.info/
  • 2. This is a critical intersection From: McKinsey Global Institute
  • 3. Information and data from biomarkers From: Foundation Medicine
  • 4. After the clinical trial … From: Swanson at al. Genome Medicine, 2010
  • 5. What’s ‘big’ about Big Data? From: Oracle
  • 6. Volume, Velocity, and Variety From: HP
  • 7. Text Mining for Gene Clusters From: Kankar, Adak, Sarkar, Murari, and Sharma, SIAM Data Mining, 2002
  • 8. Text Mining for Gene Clusters From: Kankar, Adak, Sarkar, Murari, and Sharma, SIAM Data Mining, 2002
  • 9. Text Mining for Gene Clusters From: Kankar, Adak, Sarkar, Murari, and Sharma, SIAM Data Mining, 2002
  • 10. Big Data for Alzheimer’s Disease From: Greco et al. Journal of Translational Medicine, 2012
  • 11. Big Data for Alzheimer’s Disease From: Greco et al. Journal of Translational Medicine, 2012
  • 12. We need experts who know how to manage a mouse Source: www.favin.com
  • 13. Process, Data and Domain driven Information Excellence ABOUT COMPEGENCE
  • 14. Our Expertise and Focus Areas Process + Data + Domain => Decision Analytics; Data Mining; Big Data; DWH & BI Architecture and Methodology Partnered Product Development Consulting, Competency Building, Advisory, Mentoring Executive Briefing Sessions and Deep Dive Workshops
  • 15. Partners in Co-Creating Success Process, Data and Domain driven Information Excellence Process, Data and Domain driven Business Decision Life Cycle www.compegence.com info@compegence.com