What can I provide? Mark 7/6/04. Who am I? FJU –BS: Computer Science Information Engineering NYU...

22
What can I provide? Mark 7/6/04
  • date post

    18-Dec-2015
  • Category

    Documents

  • view

    214
  • download

    2

Transcript of What can I provide? Mark 7/6/04. Who am I? FJU –BS: Computer Science Information Engineering NYU...

Page 1: What can I provide? Mark 7/6/04. Who am I? FJU –BS: Computer Science Information Engineering NYU –MS: CS UMDNJ –PHD: Bioinformatics.

What can I provide?

Mark

7/6/04

Page 2: What can I provide? Mark 7/6/04. Who am I? FJU –BS: Computer Science Information Engineering NYU –MS: CS UMDNJ –PHD: Bioinformatics.

Who am I?

• FJU– BS: Computer Science Information Engineering

• NYU– MS: CS

• UMDNJ– PHD: Bioinformatics

Page 3: What can I provide? Mark 7/6/04. Who am I? FJU –BS: Computer Science Information Engineering NYU –MS: CS UMDNJ –PHD: Bioinformatics.

Bioinformatics

• Sequences

• Protein / Molecular / Drug design

• Image Processing

• Prediction / Data mining / Machine learning

• Others

Page 4: What can I provide? Mark 7/6/04. Who am I? FJU –BS: Computer Science Information Engineering NYU –MS: CS UMDNJ –PHD: Bioinformatics.

Sequences

• Fragment assembly

• Sequences alignment, compare, search.

• Trees (Phylogenetic Analysis)

• Microarray analysis

Page 6: What can I provide? Mark 7/6/04. Who am I? FJU –BS: Computer Science Information Engineering NYU –MS: CS UMDNJ –PHD: Bioinformatics.

Microarray Analysis

Page 7: What can I provide? Mark 7/6/04. Who am I? FJU –BS: Computer Science Information Engineering NYU –MS: CS UMDNJ –PHD: Bioinformatics.

Protein

• Protein Structure Modeling & Prediction

• Docking

Page 8: What can I provide? Mark 7/6/04. Who am I? FJU –BS: Computer Science Information Engineering NYU –MS: CS UMDNJ –PHD: Bioinformatics.

Protein Structure Modeling & Prediction

• AA sequence– TELTKCKVSHAIKDI

DGYQGISLLEWACVLFHTSGYDTQAVVNDNGSTEYGLFQISDRFW CKSSEFPESENICGISCDKLLDDELDDDIACAKKILAIKGIDYWKAYKPMCSEKLEQWRC EKP

Page 9: What can I provide? Mark 7/6/04. Who am I? FJU –BS: Computer Science Information Engineering NYU –MS: CS UMDNJ –PHD: Bioinformatics.

Docking

XK-263 inhibitor binding to HIV-1 Protease

Benzamidine binding to beta-Trypsin

Page 10: What can I provide? Mark 7/6/04. Who am I? FJU –BS: Computer Science Information Engineering NYU –MS: CS UMDNJ –PHD: Bioinformatics.

Molecular

• Intermolecular Interactions

• Molecular Dynamics

• Drug Discovery (QSAR)

• Conformational Search (1D, 2D, 3D search)

Page 11: What can I provide? Mark 7/6/04. Who am I? FJU –BS: Computer Science Information Engineering NYU –MS: CS UMDNJ –PHD: Bioinformatics.

Intermolecular Interactions / Molecular Dynamics

Example of pulling a sodium ion (large sphere) through the gramacidin A channel

Page 12: What can I provide? Mark 7/6/04. Who am I? FJU –BS: Computer Science Information Engineering NYU –MS: CS UMDNJ –PHD: Bioinformatics.

2D 3D search, alignment, QSAR

Page 13: What can I provide? Mark 7/6/04. Who am I? FJU –BS: Computer Science Information Engineering NYU –MS: CS UMDNJ –PHD: Bioinformatics.

Image Processing

• Medical Image Processing and Visualization

• 3D Medical Image Processing

Page 14: What can I provide? Mark 7/6/04. Who am I? FJU –BS: Computer Science Information Engineering NYU –MS: CS UMDNJ –PHD: Bioinformatics.

3D image processing for MRI

Page 15: What can I provide? Mark 7/6/04. Who am I? FJU –BS: Computer Science Information Engineering NYU –MS: CS UMDNJ –PHD: Bioinformatics.

Prediction / Data mining / Machine learning

• Statistic

• Factor Analysis, Trends Analysis

• Neural Network, SVM

Page 16: What can I provide? Mark 7/6/04. Who am I? FJU –BS: Computer Science Information Engineering NYU –MS: CS UMDNJ –PHD: Bioinformatics.

Others

• gene prediction, patterns recognition, Protein Classification, finding motifs.

Page 17: What can I provide? Mark 7/6/04. Who am I? FJU –BS: Computer Science Information Engineering NYU –MS: CS UMDNJ –PHD: Bioinformatics.

gene prediction

ACCTGGGTCGGGTGCAGACTGCGGAGCGGGCCCTACCGTGTGCGCAGAAAGAGGAGGCGCTTGCCTTCAG CTTGTGGGAAATCCCGAAGATGGCCAAAGACAACTCAACTGTTCGTTGCTTCCAGGGCCTGCTGATTTTT

Page 18: What can I provide? Mark 7/6/04. Who am I? FJU –BS: Computer Science Information Engineering NYU –MS: CS UMDNJ –PHD: Bioinformatics.

patterns recognition / finding motifs

Page 19: What can I provide? Mark 7/6/04. Who am I? FJU –BS: Computer Science Information Engineering NYU –MS: CS UMDNJ –PHD: Bioinformatics.

Bioinformatics Projects

• Sequences=>Related sequences=>Papers

• Protein Modeling + Molecular Dynamics

• Automatic drug design machine

• Data cleaning

Page 20: What can I provide? Mark 7/6/04. Who am I? FJU –BS: Computer Science Information Engineering NYU –MS: CS UMDNJ –PHD: Bioinformatics.

Computer Science

• Software programming

• AT&T – machine which will read emails, answer emails,

score emails, distribute emails.

Page 21: What can I provide? Mark 7/6/04. Who am I? FJU –BS: Computer Science Information Engineering NYU –MS: CS UMDNJ –PHD: Bioinformatics.

Thanks

Page 22: What can I provide? Mark 7/6/04. Who am I? FJU –BS: Computer Science Information Engineering NYU –MS: CS UMDNJ –PHD: Bioinformatics.

What do you want?

chiangyi at umdnj dot edu