Artificial intelligence: Savvy hospitals are deploying AI and its technological brethren cognitive computing and machine learning in specific use cases at this point while industry luminaries are predicting that their advancement will soon start happening more quickly than previously anticipated.
"I've never in my career seen the acceleration of technology as fast as what we've witnessed in machine learning during the last two years," said Dale Sanders, executive vice president at Health Catalyst.
Sanders, it's worth noting, has a U.S. Air Force background working on stacked neural networks and fuzzy logic, which used to be called deep learning, as well as serving as the CIO of both Northwestern University and national health system of the Cayman Islands.
"The rate of improvement happening in machine learning," Sanders added, "is way beyond what Moore's Law is to chips."
Hospitals already deploying AI As the next generation of both patients and caregivers including clinicians, doctors, nurses, specialists, even executives and administrators starts taking a foothold in the healthcare workforce, hospitals looking for a first-mover advantage already know that AI is on the verge of becoming a critical component across the entire organization, and not just IT.
"AI and machine learning are exciting opportunities for us to accelerate," Carolinas HealthCare Chief Information and Analytics Officer Craig Richardville said. "To be successful you have to understand how that will fit within your market and your patient population, and you have to be knowledgeable about how to use it."
[Also:Hospital datacenters: Extinct in 5 years?]
Today, that means picking opportunities akin to low hanging fruit for modern AI capabilities. Carolinas, for its part, is working to develop self-service applications that provide tools to patients for self-diagnosis and self-treatment in very targeted scenarios where the science enables clinicians to understand what the right methods are, Richardville said.
The hospital is also eyeing AI to capture patient informationand bring it into data lakes or warehouses, which is paramount because Richardville said that only 20 percent of relevant patient information for Carolinas clinicians resides in its EHRs.
"Applying more intelligence to that data continues our transition from the art of medicine to the science of medicine," Richardville added.
The revenue cycle is another area ripe for machine learning, according to Stuart Hanson, senior vice president of Change Healthcare.
"Healthcare organizations have started to become more information-centric, and the next level of that is taking a personalized view," Hanson said.
Hanson cited two examples: the ability to predict what is relevant for a particular patient and deliver smart messaging, such as wellness and prevention tips and price transparency, as well as the opportunity to drive down costs associated with useless billing by better understanding how patients interact with various types of payment statements.
"There's clear ROI in the revenue cycle for physicians and hospitals," Hanson said.
While such work among payers and at Carolinas and other leading hospitals is admittedly cutting-edge, Health Catalyst's Sanders is hardly alone in believing AI, cognitive computing and machine learning will outpace the processing power advances that Moore's Law illuminated.
Read moreInnovation Pulsecolumns from Healthcare IT News.
Beyond the futuristic hypothetical Intel co-founder Gordon Moore predicted in 1965 that the then-current pace of computer chips doubling in power every year would continue into the future; Moore's Law was amended a decade later as processing power was doubling every two years. And depending on whom you ask, that rate pretty much held steady for the better part of 50 years.
Indeed, a lot has happened during the last five decades, genomics advances not least of all. When a company named 454 sequenced DNA co-discoverer James Watson's genome in 2007, it cost $2 million which was down just a dram from the $3 billion the Human Genome Project spent on its first sequencing in 2003.
"Now we're down to $1,000, and we'll get to an era of $100 per genome," said Bryce Olson, global marketing director of health and life sciences at Intel. "It's going to become the next big thing."
AI is exploding quickly. Healthcare providers will be able to diagnose disease by DNA in the near future, Olson said, andthe industry is on the verge of making the technologies faster, better and cheaper.
"We're seeing it right now in the genomic space and with machine learning algorithms," Olson added. "It's a lot faster than Moore's Law."
Twitter:SullyHIT Email the writer:tom.sullivan@himssmedia.com
Like Healthcare IT News onFacebookandLinkedIn
Read more here:
AI, machine learning will shatter Moore's Law in rapid-fire pace of innovation - Healthcare IT News
- HD Moores Law - Video - July 24th, 2012 [July 24th, 2012]
- Moores Law - Transistor Graph - Video - July 24th, 2012 [July 24th, 2012]
- Moores Lane road construction project begins - October 2nd, 2012 [October 2nd, 2012]
- Orono man totals pickup while reaching for cellphone - October 2nd, 2012 [October 2nd, 2012]
- 2 in Charlotte face fake ID charges - October 4th, 2012 [October 4th, 2012]
- Why there may be more to computing than Moores Law - October 11th, 2012 [October 11th, 2012]
- VR pioneer invents 'illumination-as-a-service' - October 12th, 2012 [October 12th, 2012]
- What is reality...M theory vs Moores law creating real universe vs creating a virtual one - Video - October 30th, 2012 [October 30th, 2012]
- The Rayz/Moores Law @ Put-in-Bay Final Countdown - Video - October 30th, 2012 [October 30th, 2012]
- Moores Law @ Beer Barrel Put-in-Bay Hip Hop Medley - Video - October 30th, 2012 [October 30th, 2012]
- Good explanation of the singularity - Video - October 30th, 2012 [October 30th, 2012]
- What you MUST know about the future - Video - October 30th, 2012 [October 30th, 2012]
- Computer Apple 1 How to tell value KK4WW - Video - October 30th, 2012 [October 30th, 2012]
- Rise of the transapients - Video - October 30th, 2012 [October 30th, 2012]
- Moores Law Music Performing Bruce Springsteen - Video - October 30th, 2012 [October 30th, 2012]
- Moore's Law Ice Cream Man - Video - October 30th, 2012 [October 30th, 2012]
- Moores Law performs Vehicle at PIB - Video - October 30th, 2012 [October 30th, 2012]
- Explaining Moores Law [HD] - MOCustoms.co.uk - Video - October 30th, 2012 [October 30th, 2012]
- Global Challenge Part Fifty - Video - October 30th, 2012 [October 30th, 2012]
- Towards next-generation devices through computer nanomaterial design for semiconductor spintronics - Video - October 30th, 2012 [October 30th, 2012]
- Aiming to establish new spintronics - Video - October 30th, 2012 [October 30th, 2012]
- Correlated electronic materials - Video - October 30th, 2012 [October 30th, 2012]
- Energy Efficient Electronics: Searching for the Milli-Volt Switch - Video - October 30th, 2012 [October 30th, 2012]
- Moores Law - Video - October 30th, 2012 [October 30th, 2012]
- Geeking out aero-style for a hundred bucks - Dan Shapiro - Video - October 30th, 2012 [October 30th, 2012]
- moores law visualization - Video - October 30th, 2012 [October 30th, 2012]
- how moores law affects conrad shawcross - Video - October 30th, 2012 [October 30th, 2012]
- The Everton Autobiography: How the Blues nearly signed the great Ferenc Puskas & when police action thwarted Goodison ... - November 2nd, 2012 [November 2nd, 2012]
- Letters: Guardian 'surrender' on self-regulation - November 7th, 2012 [November 7th, 2012]
- Academics take issue with Guardian editorial on press regulation - November 9th, 2012 [November 9th, 2012]
- Area deaths - November 22nd, 2012 [November 22nd, 2012]
- clip 2012 12 02 19;00;19 - Video - December 4th, 2012 [December 4th, 2012]
- Police news: Twice as many helmeted motorcyclists crash since law repeal, kids pair with emergency responders during ... - December 5th, 2012 [December 5th, 2012]
- Clallam burglaries are on the rise - December 6th, 2012 [December 6th, 2012]
- When exotic investments are too good to be true - December 10th, 2012 [December 10th, 2012]
- Top headlines: Man in custody in deadly drive-by shooting, Genesee County commissioner says judge can pay back ... - December 12th, 2012 [December 12th, 2012]
- Paul Raschke - Obituary - December 12th, 2012 [December 12th, 2012]
- Pitt County Grand Jury - December 17th, 2012 [December 17th, 2012]
- Connecticut school shooting prompts Genesee County schools, police to take extra precautions - December 18th, 2012 [December 18th, 2012]
- MEN Sport review of the year 2012 - December 18th, 2012 [December 18th, 2012]
- 'The police weren't laughing:' Text message 'joke' of gunfire frightens Grand Blanc, county schools deal with 'end of ... - December 20th, 2012 [December 20th, 2012]
- Top headlines: Schools closed in Genesee County amid violence rumors, Flint church holds candlelight vigil - December 21st, 2012 [December 21st, 2012]
- More than $1 million worth of drugs seized in Salisbury - December 21st, 2012 [December 21st, 2012]
- Anatomy of the school-closing decision: Rumors of violence led to all Genesee County schools shutting for two days - December 21st, 2012 [December 21st, 2012]
- Solo rock stars die sooner than those in bands - December 21st, 2012 [December 21st, 2012]
- Lecturer's private research not 'held' by university for purposes of FOI disclosure, rules Tribunal - December 22nd, 2012 [December 22nd, 2012]
- Liverpool Local News: Liverpool John Moores University to handout record £2.1m after trebling student scholarship kitty - December 26th, 2012 [December 26th, 2012]
- University and College News: Liverpool John Moores University to handout record £2.1m after trebling student ... - December 26th, 2012 [December 26th, 2012]
- Storm whips into Northeast bringing snow, rain - December 28th, 2012 [December 28th, 2012]
- Genesee County sheriff says fireplace blockage may have allowed carbon monoxide buildup - December 28th, 2012 [December 28th, 2012]
- Moores Law Experiment 2 - Video - September 18th, 2013 [September 18th, 2013]
- The Skanner Newspaper - Remember the Moores at Christmastime - December 20th, 2013 [December 20th, 2013]
- HowStuffWorks "How Moore's Law Works" - Computer - December 20th, 2013 [December 20th, 2013]
- Minneapolis Housing Trend Favors More Residential Home Office Use - December 31st, 2013 [December 31st, 2013]
- Kendal solicitor wins place with top law firm - January 1st, 2014 [January 1st, 2014]
- Prince George’s County home sales - January 3rd, 2014 [January 3rd, 2014]
- Obituary: Loyce Tapp - January 5th, 2014 [January 5th, 2014]
- More charges for WSU grad arrested with bombs - January 11th, 2014 [January 11th, 2014]
- Chemical weapons charge added to man with dozens of bombs - January 11th, 2014 [January 11th, 2014]
- Myths of Moore's Law - CNET News - January 16th, 2014 [January 16th, 2014]
- Team 10 saves war medals from auction - January 22nd, 2014 [January 22nd, 2014]
- Dad who abducted kids, fled to Cuba found insane - January 23rd, 2014 [January 23rd, 2014]
- Calendar: Jan. 23 to 26 - January 23rd, 2014 [January 23rd, 2014]
- After baby's death in Perry County, parents seek answers - January 23rd, 2014 [January 23rd, 2014]
- Simulations to enable novel lithographic patterning techniques - January 28th, 2014 [January 28th, 2014]
- Sullivan sued by victim’s parents - January 30th, 2014 [January 30th, 2014]
- Palm Beach murderer James Sulllivan sued to recover $13.5 million he was ordered to pay 20 years ago for killing his ... - January 30th, 2014 [January 30th, 2014]
- Group: Adult jail no place for juveniles - January 31st, 2014 [January 31st, 2014]
- Sotomayor Presides Over Moot Court Raising Privacy Questions - January 31st, 2014 [January 31st, 2014]
- Harbour Grace mayor under pressure over staffing crisis - February 4th, 2014 [February 4th, 2014]
- Colleens Dream Foundation Grants Over $12,000 to UC San Diego Moores Cancer Center to Fund Ovarian Cancer Research - February 4th, 2014 [February 4th, 2014]
- Crossbar nanowire chips combine to form tiny CPU for ... - February 6th, 2014 [February 6th, 2014]
- New Mexico Blocks Vote on Legalized Pot - February 12th, 2014 [February 12th, 2014]
- Calendar Feb. 17 to Feb.19 - February 18th, 2014 [February 18th, 2014]
- Calendar: Feb. 20 to 23 - February 20th, 2014 [February 20th, 2014]
- IBM Atomic Shorts The end of Moores law 00 12 - Video - February 28th, 2014 [February 28th, 2014]
- MIT Research Looks to Extend Moores Law - March 1st, 2014 [March 1st, 2014]
- Indiana Guardsman's bomb-possession charge moved to federal court - March 4th, 2014 [March 4th, 2014]
- Bomb case moved to federal court - March 5th, 2014 [March 5th, 2014]
- Will 100 become the new 60? - March 9th, 2014 [March 9th, 2014]