Featured Research

from universities, journals, and other organizations

Online Analytical Toolbox For Cancer And Other Biomedical Research

Date:
June 25, 2005
Source:
Penn State
Summary:
A new website offers a prototype for online access to an analytical toolbox that enables biomedical researchers to integrate dissimilar data from a variety of sources and extract the most useful information from it by posing queries.

A new website, http://biogeowarehouse.cse.psu.edu, offers a prototype for online access to an analytical toolbox that enables biomedical researchers to integrate dissimilar data from a variety of sources and extract the most useful information from it by posing queries.

Related Articles


Dr. Raj Acharya, professor of computer science who headed the site development project, says, "Right now, the prototype focuses on prostate cancer data but our online toolbox could be used for dissimilar data sets for any disease."

For example, using the prostate cancer data sets, researchers can pose questions such as the following: What percentage of the patients recorded have a family history of prostate cancer? or How many patients have been categorized with different pathologic T stages? or Give me the average expression vector for patients with Gleason sum score of 4.

To come up with answers, the toolbox applies information fusion techniques to integrate multiple and dissimilar data sets so that all of the relevant data can be used simultaneously in advanced analysis.

Acharya says information fusion is new to the biological sciences as well as some of the other tools in the online toolbox, including software he and his research group developed to combine gene information with gene sequence information.

The toolbox is detailed in a paper, "An Online Analysis and Information Fusion Platform for Heterogeneous Biomedical Informatics Data," presented Thursday, June 23, at the IEEE Conference for Computer Based Medical Systems in Dublin, Ireland. The software will also be demonstrated during the International Symposium on Intelligent Systems for Molecular Biology on Wednesday, June 29, in Detroit, MI. The authors are Srivatsava Ranjit Ganta, doctoral candidate in computer science; Jyotsna Kasturi, doctoral candidate in computer science; Dr. John Gilbertson, M.D., assistant professor of cellular and molecular pathology, University of Pittsburgh, School of Medicine; and Acharya, who is also head of Penn State's Department of Computer Science and Engineering.

The online toolbox uses data fusion techniques originally developed by the military to fuse laser radar, heat sensor and TV images as well as other information. The fusion software puts the data together in a way that makes it possible to consider all of it that is relevant to a particular question.

Current biomedical research requires analysis of patient demographics, clinical and pathology data, treatment history, and patient outcomes as well as gene expression, sequence and gene ontologies. Acharya says the extent of knowledge that can be extracted from any of the individual data sets is limited. However, using the online toolbox researchers can perform analyses in an integrated manner that could lead to better disease diagnosis, prognosis, treatment and drug discovery.

The toolbox performs information fusion using multidimensional analysis and clustering techniques. For example, to answer the question, Give me the average expression vector for patients with Gleason sum score of 4, the software classifies the data sets into categories from which the user chooses the facts and dimensions. Based on this selection, the system presents the user with an initial view of the information subset. The user is then allowed to explore this subset and further focus on the knowledge of interest by using the operations: Summarize and Detail.

###

The toolbox was developed for the Pennsylvania Cancer Alliance Bioinformatics Consortium (PCABC), a collaboration including the Penn State Cancer Institute at Penn State Hershey Medical Center, the University of Pittsburgh Cancer Institute, the Wistar Institute, Fox Chase Cancer Center and the Thomas Jefferson University Kimmel Cancer Center. The Consortium and the website project are supported by grants funded by Pennsylvania's share of the national tobacco settlement fund.


Story Source:

The above story is based on materials provided by Penn State. Note: Materials may be edited for content and length.


Cite This Page:

Penn State. "Online Analytical Toolbox For Cancer And Other Biomedical Research." ScienceDaily. ScienceDaily, 25 June 2005. <www.sciencedaily.com/releases/2005/06/050624102114.htm>.
Penn State. (2005, June 25). Online Analytical Toolbox For Cancer And Other Biomedical Research. ScienceDaily. Retrieved February 27, 2015 from www.sciencedaily.com/releases/2005/06/050624102114.htm
Penn State. "Online Analytical Toolbox For Cancer And Other Biomedical Research." ScienceDaily. www.sciencedaily.com/releases/2005/06/050624102114.htm (accessed February 27, 2015).

Share This


More From ScienceDaily



More Computers & Math News

Friday, February 27, 2015

Featured Research

from universities, journals, and other organizations


Featured Videos

from AP, Reuters, AFP, and other news services

Android's Popularity Doesn't Mean Profits For Google

Android's Popularity Doesn't Mean Profits For Google

Newsy (Feb. 26, 2015) Seventy percent of smartphones shipped last year were Android but that OS only accounted for 11 percent of total smartphone profits. Video provided by Newsy
Powered by NewsLook.com
Lenovo Hack May Be Retaliation For 'Superfish' Vulnerability

Lenovo Hack May Be Retaliation For 'Superfish' Vulnerability

Newsy (Feb. 26, 2015) Lenovo&apos;s website was hacked by what appears to be the infamous Lizard Squad group. The attack seems to be related to Lenovo&apos;s "Superfish" controversy. Video provided by Newsy
Powered by NewsLook.com
Google's Artificial Intelligence Can Dominate Atari Video Games

Google's Artificial Intelligence Can Dominate Atari Video Games

Buzz60 (Feb. 26, 2015) Google&apos;s artificial intelligence, DeepMind, has figured out how to play and master a handful of Atari video games. Brett Larson explains. Video provided by Buzz60
Powered by NewsLook.com
Cyber Criminals Holding Phone and Computer Data to Ransom

Cyber Criminals Holding Phone and Computer Data to Ransom

AFP (Feb. 26, 2015) Computer and smartphone viruses are holding an increasing number of devices hostage using “ransomware.” Duration:02:21 Video provided by AFP
Powered by NewsLook.com

Search ScienceDaily

Number of stories in archives: 140,361

Find with keyword(s):
Enter a keyword or phrase to search ScienceDaily for related topics and research stories.

Save/Print:
Share:

Breaking News:

Strange & Offbeat Stories


Space & Time

Matter & Energy

Computers & Math

In Other News

... from NewsDaily.com

Science News

Health News

Environment News

Technology News



Save/Print:
Share:

Free Subscriptions


Get the latest science news with ScienceDaily's free email newsletters, updated daily and weekly. Or view hourly updated newsfeeds in your RSS reader:

Get Social & Mobile


Keep up to date with the latest news from ScienceDaily via social networks and mobile apps:

Have Feedback?


Tell us what you think of ScienceDaily -- we welcome both positive and negative comments. Have any problems using the site? Questions?
Mobile: iPhone Android Web
Follow: Facebook Twitter Google+
Subscribe: RSS Feeds Email Newsletters
Latest Headlines Health & Medicine Mind & Brain Space & Time Matter & Energy Computers & Math Plants & Animals Earth & Climate Fossils & Ruins