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Showing posts with label Jeopardy. Show all posts
Showing posts with label Jeopardy. Show all posts

Sunday, February 20, 2011

Next for the Jeopardy! Winner: Dr. Watson, I Presume? (Time.com)

IBM's 'Watson' computing system.

After conquering puny humans Ken Jennings and Brad Rutter and winning a total of $77,147 over three days and two full games on Jeopardy!, IBM's know-it-all new supercomputer is going to med school. On Wednesday, IBM, along with Nuance Communications Inc. and the Columbia University and University of Maryland medical schools, announced that they are developing Watson as a diagnostic tool that can help doctors identify diseases and recommend treatments. They hope to begin lab tests as early as next year, with real world testing later in 2012.

"What makes Watson unique is that it can rip through massive amounts of information and give a small amount of possible answers with levels of confidence," says Dr. John Kelly, IBM's senior vice president of research.

Doctors have long relied on technology to help them manage patient care — electronically stored patient histories, digital lab results and machines that regulate medication are all commonplace in today's hospitals. Indeed, the first attempt to create a machine that could help diagnose human illness came back in the 1970s, when Stanford University researchers developed MYCIN — a computer designed to indentify different types of bacteria responsible for infections. But even the most up-to-date systems, which were developed in the 1980s, still require physicians to spend costly time typing in test data and patient information, and still only cover a limited number of diseases. (See the top 10 man-vs.-machine moments.)

That's why doctors like Eliot Siegel, a professor and vice chair at Maryland's department of diagnostic radiology, says Watson's capabilities are necessary now. Imagine a supercomputer that can not only store and collate patient data but also interpret records in a matter of seconds, analyze additional patient information and research from medical journals and deliver possible diagnoses and treatments, with the probability of each outcome precisely calculated. "I think it's going to usher in the next generation of medicine," says Siegel. "It takes me 20 minutes to an hour or more to read through a patient's electronic medical record. Having a computer understand and present the information to me is a huge step towards allowing me to make a better diagnosis. It is really the future of medicine."

Watson's developers have always had higher goals for the room-sized, multimillion dollar supercomputer than just winning a game show. Its ability to understand natural language makes it a valuable tool in many different applications. Unlike even the most advanced Internet search engines, which can only find results for specific requests, Watson can make connections between words and determine a logical answer from imputed data. For example, if it was given the Jeopardy! clue "This is where Stefani Germanotta was born," it could infer from the data in its memory banks that where a person was born is also known as a birthplace, and that Stefani Germanotta is actually the real name of Lady Gaga. From the statements "Lady Gaga's birthplace was in Manhattan" and "The singer of 'Born This Way' was born in the Big Apple,' Watson can correctly infer the answer — New York City. The supercomputer's ability to recognize the links and associations between terms in different contexts can be further applied to the medical field, especially in the case of doctors who abbreviate or misspell terms and for patients who might not know the correct scientific term for their ailing body parts. (See a brief history of the computer.)

"It's a place where we could do real good," says David Ferrucci, IBM's principal investigator of the Watson project. "It's both an important business and an area where we can help society and help people we know. There's a crisis in this country and in the world of delivering high quality health care."

That's why going on Jeopardy! made sense. Any computer can play trivia games, but Jeopardy!'s emphasis on puns, wordplay and brain-teasers allows Watson to show what it can do in a basic way that average viewers can instantly understand. "I knew the potential was there for a great computer system that could play the game [but] I didn't give it the kind of serious thought that I should have, in terms of examining the technology that was required," Jeopardy! host Alex Trebek told TIME Techland. "It wasn't until I saw the computer play that I thought, 'Holy smokes, this is serious stuff.'" Trumping his competition Jennings and Rutter, who only earned $24,000 and $21,600 respectively, it was evident that Watson could not only recall information at lightning speed, but he could interpret the English language and more than hold his own against warm-blooded competitors when it comes to analyzing wordplay.

But TV is one thing; real life is another. Some medical professionals, including Siegel's colleagues, worry that a future Doctor Watson might make us too dependent on technology. A human diagnostician immediately understands that when we say we've got stomach pains, we could really be talking about any number of organs in the abdominal area, not just the stomach specifically; computers tend to think more literally. That's why the IBM team insists that Watson can never supplant doctors completely. Katharine Frase, vice president of industry solutions at IBM Research, envisions a future where a version of Watson can be used to assist doctors in small practices where there may not be a cardiologist or urologist on call. Clinicians can use it to get answers faster rather than spending the time looking for a specialist. With a growing number of medical studies being published every day, it's hard for doctors to keep up with all the latest data. Watson can store all that information and use it to help a doctor make his or her decision. Siegel suggests thinking of Watson as one of the other doctors on the Fox medical drama House: while it's Dr. House who always comes up with the final answer, his team provides the hints and clues that help him along the diagnostic path. Frase points out that while Watson can be taught to understand that humans can exaggerate or downplay their symptoms, a computer can't judge if patients are lying as well as a human doctor can just by looking at their faces. "I don't think that any machine is ever going to take the place of the decision making process of the human or the understanding of the consequences of one decision over another," she adds. "That's one reason why people go in person to a doctor. We've got a long way to go before a computer can read human emotion."

See pictures of Jeopardy! Host Alex Trebek.

See TIME's Pictures of the Week.


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Wednesday, February 16, 2011

Computer crushes the competition on `Jeopardy!' (AP)

NEW YORK – The computer brained its human competition in Game 1 of the Man vs. Machine competition on "Jeopardy!"

On the 30-question game board, veteran "Jeopardy!" champs Ken Jennings and Brad Rutter managed only five correct responses between them during the Double Jeopardy round that aired Tuesday. They ended the first game of the two-game face-off with paltry earnings of $4,800 and $10,400 respectively.

Watson, their IBM supercomputer nemesis, emerged from the Final Jeopardy round with $35,734.

Tuesday's competition began with Jennings (who has the longest "Jeopardy!" winning streak at 74 games) making the first choice. But Watson jumped in with the correct response: What is leprosy?

He followed that with bang-on responses Franz Liszt, dengue fever, violin, Rachmaninoff and albinism, then landed on a Daily Double in the "Cambridge" category.

"I'll wager $6,435," Watson (named for IBM founder Thomas J. Watson) said in his pleasant electronic voice.

"I won't ask," said host Alex Trebek, wondering with everybody else where that figure came from.

But Watson knew what he was doing. Sir Christopher Wren was the correct response, and Watson's total vaulted to $21,035 as the humans stood by helplessly.

Watson blew his next response. But so did both his opponents. He guessed Picasso. Jennings guessed Cubism. Rutter guessed Impressionism. (Correct question: What is modern art?)

Back to Watson, who soon hit the game's second Daily Double. But even when he was only 32 percent sure (you could see his precise level of certainty displayed on the screen), Watson correctly guessed Baghdad as the city from whose national museum the ancient Lion of Nimrud ivory relief went missing (along with "a lot of other stuff") in 2003. Watson added $1,246 to his stash.

He even correctly identified the Church Lady character from "Saturday Night Live."

One answer stumped everyone: "A Titian portrait of this Spanish king was stolen at gunpoint from an Argentine museum in 1987." (Correct response: Philip.) Jennings shook his head. Rutter wrenched his face. Watson, as usual, seemed unfazed.

Even when he bungled Final Jeopardy, Watson (with his 10 offstage racks of computer servers) remained poised.

The answer: "Its largest airport is named for a World War II hero; its second largest, for a World War II battle."

Both Jennings and Rutter knew the right response was Chicago.

Watson guessed doubtfully, "What is Toronto?????" It didn't matter. He had shrewdly wagered only $947.

The trio will return on Wednesday, when their second game is aired. The overall winner will collect $1 million.

The bouts were taped at the IBM research center in Yorktown Heights, N.Y., last month.

___

Online:

http://jeopardy.com

(This version CORRECTS final totals of Jennings and Rutter to $4,800 and $10,400.)


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