Showing posts with label Watson. Show all posts
Showing posts with label Watson. Show all posts

2012-03-23

IBM's Watson to Help Diagnose Cancer


IBM's Watson to Help Treat Cancer : Discovery News



IBM's Watson computer -- the one that beat the best human players at Jeopardy! -- will now help doctors at the Memorial Sloan-Kettering Cancer Center diagnose cancer.


IBM News room - 2012-03-22 Memorial Sloan-Kettering Cancer Center, IBM to Collaborate in Applying Watson Technology to Help Oncologists - United States

The initiative will combine the computational power of IBM Watson and its natural language processing ability with MSKCC’s clinical knowledge, existing molecular and genomic data and vast repository of cancer case histories, in order to create an outcome and evidence-based decision support system. The goal is to give oncologists located anywhere the ability to obtain detailed diagnostic and treatment options based on updated research that will help them decide how best to care for an individual patient.


MSKCC’s world-renowned oncologists will assist in developing IBM Watson to use a patient’s medical information and synthesize a vast array of continuously updated and vetted treatment guidelines, published research and insights gleaned from the deep experience of MSKCC clinicians to provide an individualized recommendation to physicians. The tool will also provide users with a detailed record of the data and evidence used to reach the recommendations.



Memorial Sloan-Kettering Cancer Center, IBM to Collaborate in Applying Watson Technology to Help Oncologists | Memorial Sloan-Kettering Cancer Center


“This comprehensive, evidence-based approach will profoundly enhance cancer care by accelerating the dissemination of practice-changing research at an unprecedented pace,” said Dr. Mark G. Kris, Chief, Thoracic Oncology Service at MSKCC and one of the clinicians leading the development effort. He noted that 85% of patients with cancer are not treated at specialized medical centers and it can take years for the latest developments in oncology to reach all practice settings.

Development work is already underway for the first applications, which include lung, breast and prostate cancers. The objective is to begin piloting the solutions to a select group of oncologists in late 2012, with wider distribution planned for late 2013. This collaboration complements an earlier announcement by IBM and WellPoint that the parties will focus on putting Watson to work on oncology solutions.


2009-04-27

Watson -- IBM's Question and Answering System

Clipped from: Computer Program to Take On ‘Jeopardy!’ - NYTimes.com


Computer Program to Take On ‘Jeopardy!’

I.B.M. plans to announce Monday that it is in the final stages of completing a computer program to compete against human “Jeopardy!” contestants. If the program beats the humans, the field of artificial intelligence will have made a leap forward.
Clipped from: Artificial intelligence's next frontier: Jeopardy | Between the Lines | ZDNet.com

Artificial intelligence's next frontier: Jeopardy

Watson will be competing against humans on Jeopardy, the popular quiz show. IBM is hoping that Watson will be able to understand complex questions—presumably from Alex Trebek—and answer them fast enough to compete with humans.

The knowledge part of Jeopardy—history, culture, science and other topics—can be packed into Watson. What’s unclear is whether the system can get all the nuances of the clues.


Dave Ferrucci, IBM scientist and Watson project director, with his baby.

Dave Ferrucci, IBM scientist and Watson project director, with his baby.

Clipped from: YouTube - IBM "Watson" System to Challenge Humans at Jeopardy!


Clipped from: IBM - Research: Jeopardy!


“Question Answering” is technology's next grand challenge

IBM's computing system — called a Question Answering (QA) system among computer scientists — has been under development for nearly two years. With the April 27 announcement, IBM's researchers plan to put it to the test in a machine versus human contest on the gold-standard quiz show. And, officials from Jeopardy! announced plans to produce a human vs. machine contest on the renowned show.

Code-named "Watson," the IBM computing system is being designed to rival the human mind's ability to determine precise answers to natural language questions and to compute accurate confidences in the answers. According to Dr. David Ferrucci, leader of the project team, "The confidence processing ability is key to winning at Jeopardy! and is critical to implementing useful business applications of Question Answering."

Watson will also incorporate massively parallel analytical capabilities and, just like human competitors, Watson will not be connected to the Internet or have any other outside assistance.

Clipped from: IBM - The DeepQA Project - United States

Competing at Jeopardy! is just the first step
As difficult as it will be for the Watson computing system to compete on the leading quiz show for brainy humans, the ultimate test will be to move beyond the Jeopardy! Challenge. The goal is to have computers start to interact in natural human terms across a range of applications and processes, understanding the questions that humans ask and providing answers that humans can understand and justify.
[...]
Moving beyond the Jeopardy! competition, automatic Question Answering will help drive the future of business intelligence, analytics and information management, so that business and government decision makers will have the most cutting-edge capabilities for finding the precise information they need from the mountains of data they produce.

Sources:
  1. Computer Program to Take On ‘Jeopardy!’ - NYTimes.com
  2. Artificial intelligence's next frontier: Jeopardy | Between the Lines | ZDNet.com
  3. YouTube - IBM "Watson" System to Challenge Humans at Jeopardy!
  4. IBM - Research: Jeopardy!
  5. IBM - The DeepQA Project - United States

Related:
  1. IBM Press room - 2009-04-27 IBM Developing Computing System to Challenge Humans on America’s Favorite Quiz Show, Jeopardy! - United States
  2. IBM - DeepQA Project
  3. IBM Research