Health Care Reform, Supercomputing-Style

By Michael Feldman

January 11, 2010

A researcher at the US Department of Energy’s Oak Ridge National Laboratory (ORNL) thinks he can save $50 billion per year in fraud, waste and abuse in the nation’s public health care system. And that’s just for starters.

Andrew Loebl, a researcher with ORNL’s Computational Sciences and Engineering Division, is proposing to use the lab’s “Jaguar” supercomputer to analyze the country’s public health data in order to reduce wasteful or criminal billings, while at the same time increasing the quality of care. According to Loebl, using the 2.6 petaflop machine — currently the world’s most powerful computer — would reduce the time needed to process the entire public health claims database from months to minutes. That would allow the government to catch criminals in that act of defrauding the system, while also making real-time decisions about quality of care possible.

This would represent a completely new paradigm for the public health care claim processing. The current system uses what is referred to as a “pay and chase” strategy, where submitted payments are automatically paid as long as the data on the form is filled out correctly. It is only after the fact — usually months after — that those payments may be challenged. Not only is the model inefficient, it also encourages criminal activity by essentially paying all claims with no questions asked up front.

According to Loebl, the sheer size of the public health sector has forced the government into this inefficient model. Public health care encompasses Medicare, Medicaid, and 14 other programs, which together generate an average of 4,900 claims per hour, 24 hours a day, 365 days per year. Up until now, no single computer system was able to analyze this level of transactional intensity. The closest analogy is the credit card processing system. But in that case, the dataset is only around 50 characters per record. Health claim transaction records are 10-20 times that size and more complex in form. “It’s not possible with prior technology for anybody to do any meaningful analysis of the data,” says Loebl.

Today, all claim records pass through the computers of three processing subcontractors in the US. Loebl says these computers don’t do any waste, fraud and abuse analysis because they are incapable of doing so. Claim fraud is carried out manually, mostly by the FBI and the two largest public health care agencies, Medicare and Medicaid. The most ambitious program is managed by the Center for Medicare Services (CMS), which is the organization tasked with managing the recovery of Medicare fraud and waste. CMS pays five contractors, at $100 million per contractor per a year, to post-process the claim records to look for irregularities like double payments. The contractors also collect a 10 percent fee on the amount they recover.

But this system only collects about $1 billion per year, which represents just a fraction of the $150-450 billion that it is estimated to be lost each year due to waste, fraud and abuse for the entire public system. Worse yet, CMS spends $600 million to recover that $1 billion. The current health care bill winding it way through Congress has a provision to increase the recovery 1.6 billion.

With Jaguar, Loebl thinks he can increase the recovery figure to $50 billion, and perhaps even more. Using the machine’s massively parallel throughput processing capability, medical claims could be analyzed in real time, thanks to the supercomputer’s 250,000-plus processing cores and 362 terabytes of memory. The advantage of real-time processing means invalid payments that are caught are never sent out.

By aggregating all public health care transactions into a unified database, relatively straightforward software can be developed to detect the type of anomalies that represent criminal fraud and billing errors. Irregularities such as duplicate claims for same diagnosis or procedure, claims for people who are already dead, and diagnoses that are impossible for the patient (e.g., a hysterectomy for a male patient), are easily detectable once all the data is in one place. “It’s not rocket science,” says Loebl.

As the software matures, Loebl thinks they will be able to increase the recovery rate as well as anticipate new types of fraudulent behavior. Beyond that, the program can be used to improve health care quality by correlating patient outcomes with specific medical protocols. For example, if physicians in New England are executing a successful protocol for ulcerative colitis while another group of physicians in California using a different protocol are having less success, the system could find that difference and report it to the entire medical community.

All of this can be attained at a fraction of the cost of the current system. Loebl estimates it would cost about $6 million in the first year to organize the data so that it could be fed into the Jaguar machine at Oak Ridge. Beyond that, he expects the program to cost between $50 to $75 million per year to keep the system operational. He estimates a return on investment of 2,500 percent.

But at this point, Loebl is hoping for just a few hundred thousand dollars to develop an explanation of the concept and scope out the program. So far he has been unsuccessful in attracting any support outside of ORNL’s contribution of Jaguar time and resources. The basic problem, according to Loebl, is that the data is siloed in the multiple agencies running the various public health programs, and no one is very interested in giving up their data for the greater good. Loebl has sought out a few Congressmen — both Republicans and Democrats — but according to him, there’s always disbelief that this is possible to accomplish with a single machine, and some suspicion that the program is just another way to fund supercomputers.

For his part, Loebl seems to be motivated by a desire to help solve the public health care funding crisis, which threatens to swallow federal and state government budgets over the next several decades. With the US Administration and Congress on the verge of enacting legislation that broadens health care coverage, while keeping any new spending deficit-neutral, Loebl believes his proposal can help realize that ambition. “That’s my goal,” he says, “to make good on the President’s promise to fund health reform with no additional costs to my children or grandchildren.”

Subscribe to HPCwire's Weekly Update!

Be the most informed person in the room! Stay ahead of the tech trends with industy updates delivered to you every week!

Congressional Hearing on U.S. National Quantum Initiative Reauthorization Set for this Week

June 5, 2023

On Wednesday of this week the House Science Committee will hold a hearing as part of the reauthorization effort for the U.S. National Quantum Initiative Act passed in 2018. In recent years, the global race to achieve qua Read more…

Researchers Develop Integrated Photonic Platform Based on Thin-Film Lithium Niobate

June 3, 2023

Researchers are leveraging photonics to develop and scale the hardware necessary to tackle the stringent requirements of quantum information technologies. By exploiting the properties of photonics, researchers point to t Read more…

ASC23: Application Results

June 2, 2023

The ASC23 organizers put together a slate of fiendishly difficult applications for the students this year. The apps were a mix of traditional HPC packages, like WRF-Hydro and FVCOM, plus machine learning centric programs Read more…

Q&A with Marco Pistoia, an HPCwire Person to Watch in 2023

June 2, 2023

HPCwire Person to Watch Marco Pistoia wears a lot of hats at JPMorgan Chase & Co.: managing director, distinguished engineer, head of global technology applied research and head of quantum computing. That work with J Read more…

HPC Career Notes: June 2023 Edition

June 1, 2023

In this monthly feature, we’ll keep you up-to-date on the latest career developments for individuals in the high-performance computing community. Whether it’s a promotion, new company hire, or even an accolade, we’ Read more…

AWS Solution Channel

Shutterstock 1493175377

Introducing GPU health checks in AWS ParallelCluster 3.6

GPU failures are relatively rare but when they do occur, they can have severe consequences for HPC and deep learning tasks. For example, they can disrupt long-running simulations and distributed training jobs. Read more…

 

Shutterstock 1415788655

New Thoughts on Leveraging Cloud for Advanced AI

Artificial intelligence (AI) is becoming critical to many operations within companies. As the use and sophistication of AI grow, there is a new focus on the infrastructure requirements to produce results fast and efficiently. Read more…

Intersect360: HPC Market ‘Returning to Stable Growth’

June 1, 2023

The folks at Intersect360 Research released their latest report and market update just ahead of ISC 2023, which was held in Hamburg, Germany, last week. The headline: “We’re returning to stable growth,” per Addison Read more…

Intersect360: HPC Market ‘Returning to Stable Growth’

June 1, 2023

The folks at Intersect360 Research released their latest report and market update just ahead of ISC 2023, which was held in Hamburg, Germany, last week. The hea Read more…

Lori Diachin to Lead the Exascale Computing Project as It Nears Final Milestones

May 31, 2023

The end goal is in sight for the multi-institutional Exascale Computing Project (ECP), which launched in 2016 with a mandate from the Department of Energy (DOE) Read more…

At ISC, Sustainable Computing Leaders Discuss HPC’s Energy Crossroads

May 30, 2023

In the wake of SC22 last year, HPCwire wrote that “the conference’s eyes had shifted to carbon emissions and energy intensity” rather than the historical Read more…

Nvidia Announces Four Supercomputers, with Two in Taiwan

May 29, 2023

At the Computex event in Taipei this week, Nvidia announced four new systems equipped with its Grace- and Hopper-generation hardware, including two in Taiwan. T Read more…

Nvidia to Offer a ‘1 Exaflops’ AI Supercomputer with 256 Grace Hopper Superchips

May 28, 2023

We in HPC sometimes roll our eyes at the term “AI supercomputer,” but a new system from Nvidia might live up to the moniker: the DGX GH200 AI supercomputer. Read more…

Closing ISC Keynote by Sterling and Suarez Looks Backward and Forward

May 25, 2023

ISC’s closing keynote this year was given jointly by a pair of distinguished HPC leaders, Thomas Sterling of Indiana University and Estela Suarez of Jülich S Read more…

The Grand Challenge of Simulating Nuclear Fusion: An Overview with UKAEA’s Rob Akers

May 25, 2023

As HPC and AI continue to rapidly advance, the alluring vision of nuclear fusion and its endless zero-carbon, low-radioactivity energy is the sparkle in many a Read more…

MareNostrum 5 Hits Speed Bumps; Iconic Chapel to Host Quantum Systems

May 23, 2023

MareNostrum 5, the next-generation supercomputer at the Barcelona Supercomputing Center (BSC) and one of EuroHPC’s flagship pre-exascale systems, has had a di Read more…

CORNELL I-WAY DEMONSTRATION PITS PARASITE AGAINST VICTIM

October 6, 1995

Ithaca, NY --Visitors to this year's Supercomputing '95 (SC'95) conference will witness a life-and-death struggle between parasite and victim, using virtual Read more…

SGI POWERS VIRTUAL OPERATING ROOM USED IN SURGEON TRAINING

October 6, 1995

Surgery simulations to date have largely been created through the development of dedicated applications requiring considerable programming and computer graphi Read more…

U.S. Will Relax Export Restrictions on Supercomputers

October 6, 1995

New York, NY -- U.S. President Bill Clinton has announced that he will definitely relax restrictions on exports of high-performance computers, giving a boost Read more…

Dutch HPC Center Will Have 20 GFlop, 76-Node SP2 Online by 1996

October 6, 1995

Amsterdam, the Netherlands -- SARA, (Stichting Academisch Rekencentrum Amsterdam), Academic Computing Services of Amsterdam recently announced that it has pur Read more…

Cray Delivers J916 Compact Supercomputer to Solvay Chemical

October 6, 1995

Eagan, Minn. -- Cray Research Inc. has delivered a Cray J916 low-cost compact supercomputer and Cray's UniChem client/server computational chemistry software Read more…

NEC Laboratory Reviews First Year of Cooperative Projects

October 6, 1995

Sankt Augustin, Germany -- NEC C&C (Computers and Communication) Research Laboratory at the GMD Technopark has wrapped up its first year of operation. Read more…

Sun and Sybase Say SQL Server 11 Benchmarks at 4544.60 tpmC

October 6, 1995

Mountain View, Calif. -- Sun Microsystems, Inc. and Sybase, Inc. recently announced the first benchmark results for SQL Server 11. The result represents a n Read more…

New Study Says Parallel Processing Market Will Reach $14B in 1999

October 6, 1995

Mountain View, Calif. -- A study by the Palo Alto Management Group (PAMG) indicates the market for parallel processing systems will increase at more than 4 Read more…

Leading Solution Providers

Contributors

CORNELL I-WAY DEMONSTRATION PITS PARASITE AGAINST VICTIM

October 6, 1995

Ithaca, NY --Visitors to this year's Supercomputing '95 (SC'95) conference will witness a life-and-death struggle between parasite and victim, using virtual Read more…

SGI POWERS VIRTUAL OPERATING ROOM USED IN SURGEON TRAINING

October 6, 1995

Surgery simulations to date have largely been created through the development of dedicated applications requiring considerable programming and computer graphi Read more…

U.S. Will Relax Export Restrictions on Supercomputers

October 6, 1995

New York, NY -- U.S. President Bill Clinton has announced that he will definitely relax restrictions on exports of high-performance computers, giving a boost Read more…

Dutch HPC Center Will Have 20 GFlop, 76-Node SP2 Online by 1996

October 6, 1995

Amsterdam, the Netherlands -- SARA, (Stichting Academisch Rekencentrum Amsterdam), Academic Computing Services of Amsterdam recently announced that it has pur Read more…

Cray Delivers J916 Compact Supercomputer to Solvay Chemical

October 6, 1995

Eagan, Minn. -- Cray Research Inc. has delivered a Cray J916 low-cost compact supercomputer and Cray's UniChem client/server computational chemistry software Read more…

NEC Laboratory Reviews First Year of Cooperative Projects

October 6, 1995

Sankt Augustin, Germany -- NEC C&C (Computers and Communication) Research Laboratory at the GMD Technopark has wrapped up its first year of operation. Read more…

Sun and Sybase Say SQL Server 11 Benchmarks at 4544.60 tpmC

October 6, 1995

Mountain View, Calif. -- Sun Microsystems, Inc. and Sybase, Inc. recently announced the first benchmark results for SQL Server 11. The result represents a n Read more…

New Study Says Parallel Processing Market Will Reach $14B in 1999

October 6, 1995

Mountain View, Calif. -- A study by the Palo Alto Management Group (PAMG) indicates the market for parallel processing systems will increase at more than 4 Read more…

ISC 2023 Booth Videos

Cornelis Networks @ ISC23
Dell Technologies @ ISC23
Intel @ ISC23
Lenovo @ ISC23
Microsoft @ ISC23
ISC23 Playlist
  • arrow
  • Click Here for More Headlines
  • arrow
HPCwire