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THE IMPORTANCE OF DATA MINING  Musa Mohd. Nordin FRCP, FAMM President Federation of Islamic Medical Associations
WHAT WE WILL DISCUSS :  ,[object Object],[object Object],[object Object],[object Object],[object Object]
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Why Mine Data?
Why Mine Data? Scientific Viewpoint ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
SIZE OF MEDICAL KNOWLEDGE ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Mining Large Data Sets - Motivation ,[object Object],[object Object],[object Object],The Data Gap Total new disk (TB) since 1995 Number of analysts From: R. Grossman, C. Kamath, V. Kumar, “Data Mining for Scientific and Engineering Applications”
 
 
 
 
Data mining is the process of  identifying VALID, NOVEL, potentially USEFUL & UNDERSTANDABLE patterns in data.
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Origins of Data Mining Machine Learning/ Pattern   Recognition Statistics/ AI Data Mining Database systems
Transformed  Data Target  Data RawData Knowledge Data Mining Transformation Interpretation & Evaluation Selection & Cleaning Integration Understanding Knowledge Discovery Process DATA Ware house Knowledge __ ____ __ ____ __ ____ Patterns and  Rules
DATA MINING – MEDICAL APPLICATIONS ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Strong Government Initiatives US:  US$3B for Human Genome Project Germany:  US$62M & US$18M to support proteomics and bacterial genomes over 3 years respectively Britain:  Budget to grow at 7% a year for next 4 years in bioinformatics and other post-genomics research Italy:  US$195M fund to focus on human genetics, cancer and bioinformatics Sweden:  US$91.4M for biotech, biosciences, healthcare Singapore:  US$1.2B in life sciences Malaysia:  BioValley will be valued at US$13.2B in 10 years Japan:  US$489.6M invested towards sequencing and analysis Korea:  US$1.7M for 2 plant genome projects
 
[object Object],[object Object],[object Object]
Life sciences research: from gene to function Gene NH 2 COOH Protein Genome-wide micro-array analysis   “ High-throughput” protein-analysis mRNA AAAAAAAAA function-2 function-1 function-n Whole-genome sequence projects   Protein function:  -prediction by bioinformatics -proof by laboratory research   cell nucleus Gene expression by RNA synthesis   mRNA translation by protein synthesis DNA
Paradigm Shift in Life Sciences ,[object Object],[object Object],[object Object],[object Object],[object Object]
DATA MINING :  GENOMICS & BIOINFORMATICS ,[object Object],[object Object],[object Object],[object Object],[object Object]
DATA MINING : CONCLUSIONS ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Thank You

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The Importance Of Data Mining By Musa Mohd. Nordin, Noor

  • 1. THE IMPORTANCE OF DATA MINING Musa Mohd. Nordin FRCP, FAMM President Federation of Islamic Medical Associations
  • 2.
  • 3.
  • 4.
  • 5.
  • 6.
  • 7.  
  • 8.  
  • 9.  
  • 10.  
  • 11. Data mining is the process of identifying VALID, NOVEL, potentially USEFUL & UNDERSTANDABLE patterns in data.
  • 12.
  • 13. Transformed Data Target Data RawData Knowledge Data Mining Transformation Interpretation & Evaluation Selection & Cleaning Integration Understanding Knowledge Discovery Process DATA Ware house Knowledge __ ____ __ ____ __ ____ Patterns and Rules
  • 14.
  • 15. Strong Government Initiatives US: US$3B for Human Genome Project Germany: US$62M & US$18M to support proteomics and bacterial genomes over 3 years respectively Britain: Budget to grow at 7% a year for next 4 years in bioinformatics and other post-genomics research Italy: US$195M fund to focus on human genetics, cancer and bioinformatics Sweden: US$91.4M for biotech, biosciences, healthcare Singapore: US$1.2B in life sciences Malaysia: BioValley will be valued at US$13.2B in 10 years Japan: US$489.6M invested towards sequencing and analysis Korea: US$1.7M for 2 plant genome projects
  • 16.  
  • 17.
  • 18. Life sciences research: from gene to function Gene NH 2 COOH Protein Genome-wide micro-array analysis “ High-throughput” protein-analysis mRNA AAAAAAAAA function-2 function-1 function-n Whole-genome sequence projects Protein function: -prediction by bioinformatics -proof by laboratory research cell nucleus Gene expression by RNA synthesis mRNA translation by protein synthesis DNA
  • 19.
  • 20.
  • 21.