The AI tools from Ayasdi revealed new, improved care pathways for pneumonia after analyzing thousands of patient records from the hospital and identifying the commonalities between those with the best outcomes. The application uses unsupervised machine learning and supervised prediction to optimally align the sequence and timing of care with the goal of optimizing for patient outcomes, cost, readmissions, mortality rate, provider adherence, and other variables.
Each year, to accompany our Healthcare Informatics 100 list of the largest companies in U.S. health information technology, we profile fast-growing companies that could very well make the list in the future. Below are write-ups of the third and fourth companies that made this year’s Up-and-Comers rendition. The remaining two write-ups will be published later this week.
Each year, to accompany our Healthcare Informatics 100 list of the largest companies in U.S. health information technology, we profile fast-growing companies that could very well make the list in the future. Below are write-ups of the third and fourth companies that made this year’s Up-and-Comers rendition. The remaining two write-ups will be published later this week.
“Certainly, this is another year where machine learning is absolutely dominating the conversation,” said James Whitfill, M.D., CMO at Innovation Care Partners in Scottsdale, Ariz., on Monday. “In radiology, we continue to be aware of how the hype of machine learning is giving way to the reality; that it’s not a wholesale replacement of physicians. There have already been tremendous advances in, for example, interpreting chest x-rays; some of the work that Stanford’s done. They’ve got algorithms that can diagnose 15 different pathological findings. So there is true material advancement taking place.”
Her personal involvement doesn’t stop there. She often hand delivers the medicine and even works with a hospice center providing relief. “I worked with a woman, my age, who was dying of cancer. Her brother would call me and I would come over with a big bag of prerolled joints. We would smoke together, holding hands, me on the floor, and her laying on the couch.”
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In 2006, they tried to launch the solution as a company, but there were no customers. “No one was willing to take a chance,” Klomp recalls. “Total crickets.” So all three founders went on to other jobs. Klomp went to work for Bain & Co. But the website for the startup was still up, and in 2009 they were contacted by a hospital in Spokane, Wash., that was trying to do work in the high-utilizer space and couldn’t find any other solutions. So the three old friends from Boise resurrected the company.

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Sanders says having the data generated by the AI software is critical to getting physicians on board with the project. “When we deployed the tool for the pneumonia care pathway, our physicians were saying, ‘Oh no, not another tool’,” Sanders says. “I brought in a PIT Crew (physician IT crew) and we went through our data with them. I had physicians in the group going through the analysis and they saw that the data was real. We went into the EMR to make sure the data was in fact valid, and after they realized that, then they began to look at the outcomes, the length of stay, the drop in readmissions and how the costs dropped, and they were on board right away.”
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He can thank Patti Green, a former emergency department social worker at St. Luke’s Regional Medical Center in Boise. In 2000, she started tracking frequent ER visits on a Word document, which allowed her to address underlying causes—the reason behind an opioid addiction, or unawareness a patient qualified for Medicaid. Although rivals, she shared information with nearby Saint Alphonsus Regional Medical Center on patients who bounced between the two ERs. Doctors loved it.
Both sides of the argument were present during the discussion as members of the public took to the dais. Law officials rebuked the statement made by pro-cannabis – that by allowing legal marijuana, the black market would disappear – arguing that the imposed taxes would raise costs significantly and drive those who could not afford legal cannabis back to the black market. However, they provided no counters to any claims made by the medical marijuana community which consisted of relief for symptoms of cancer, physical pain, anxiety, and insomnia to name a few. It is perhaps, the driving reason behind the City Council’s move to revisit the total ban.
“When we had conversations with physicians about the data, some would say, ‘My patient is sicker than yours,’ or ‘I have a different patient population.’ However, we can drill down to the physician’s patients and show the physician where things are. It’s not based on an ivory tower analysis, it’s based on our own data. And, yes, our patients, and our community, are unique—a little older than most, and we have a lot of Europeans here visiting. We have some challenges, but this tool is taking our data and showing us what we need to pursue. That’s pretty powerful.”

The survey from one year ago found that across hospitals, 40 percent of CIO respondents said deploying an enterprise analytics platform is a top priority in 2018. Seventy-one percent of respondents cited integrating with the EHR is a top priority, and 62 percent said physician adoption and buy-in for securing messaging was a top priority in the next 18 months. What’s more, 38 percent said optimizing EHR integration with other hospital systems with a key focus for 2018.


CHCF is investing in Collective Medical to help providers serving Medicaid patients with complex needs to better share and act on data about those patients in real time. Successfully coordinating a patient’s care, especially if it is complex and involves numerous providers both inside and outside of the health care system, requires effective data sharing. When providers fail to share data, a patient’s care can fall through the cracks or be needlessly duplicated, both of which can result in higher costs and poorer outcomes.
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In 2006, they tried to launch the solution as a company, but there were no customers. “No one was willing to take a chance,” Klomp recalls. “Total crickets.” So all three founders went on to other jobs. Klomp went to work for Bain & Co. But the website for the startup was still up, and in 2009 they were contacted by a hospital in Spokane, Wash., that was trying to do work in the high-utilizer space and couldn’t find any other solutions. So the three old friends from Boise resurrected the company.
GOVERNMENT WARNING: SOME OF OUR PRODUCTS CONTAIN CANNABIS. CANNABIS IS A SCHEDULE I CONTROLLED SUBSTANCE. KEEP OUT OF REACH OF CHILDREN AND ANIMALS. CANNABIS PRODUCTS MAY ONLY BE POSSESSED OR CONSUMED BY PERSONS 21 YEARS OF AGE OR OLDER UNLESS THE PERSON IS A QUALIFIED MEDICINAL PATIENT. THE INTOXICATING EFFECTS OF CANNABIS PRODUCTS MAY BE DELAYED UP TO TWO HOURS. CANNABIS USE WHILE PREGNANT OR BREASTFEEDING MAY BE HARMFUL. CONSUMPTION OF CANNABIS PRODUCTS IMPAIRS YOUR ABILITY TO DRIVE AND OPERATE MACHINERY. PLEASE USE EXTREME CAUTION. *C.A. PROP 64
The one thing is parking is kind of a bitch. Actually to most people who don't live in ktown the parking is a huge fucking hassle if it's a bit full. But I'm used to this type of shit since I live nearby which is basically like parking hell. But I tend to just pick up my weed in the evening when the flower shop is closed and their parking is open which makes things much easier.
As each city is in different stages of deciding how they’ll handle commercial marijuana, recreational dispensaries may not yet be either approved or available to consumers. Although adult use is now legal, finding a recreational dispensary will be difficult for Central Valley residents as many cities have moved to ban recreational operations, Fresno, Clovis, and Visalia among them.
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