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How Big Data Can Be Used to Improve Early Detection of Cognitive Disease

ClockThe aging of populations worldwide is leading to many healthcare challenges, such as an increase in dementia patients. One recent estimate suggests that 13.9% of people above age 70 currently suffer from some form of dementia like Alzheimer’s or dementia associated with Parkinson’s disease. The Alzheimer’s Association predicts that by 2050, 135 million people globally will suffer from Alzheimer’s disease.

While these are daunting numbers, some forms of cognitive diseases can be slowed if caught early enough. The key is early detection. In a recent study, my colleague and I found that machine learning can offer significantly better tools for early detection than what is traditionally used by physicians.

One of the more common traditional methods for screening and diagnosing cognitive decline is called the Clock Drawing Test. Used for over 50 years, this well-accepted tool asks subjects to draw a clock on a blank sheet of paper showing a specified time. Then they are asked to copy a pre-drawn clock showing that time. This paper and pencil test is quick and easy to administer, noninvasive, and inexpensive. However, the results are based on the subjective judgment of clinicians who score the tests. For instance, doctors must determine whether the clock circle has “only minor distortion” and whether the hour hand is “clearly shorter” than the minute hand.

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Powering Medical Research With Data: The Research Analytics Adoption Model

Screen Shot 2015-07-14 at 11.57.34 AMResearch is a critical part of creating a learning health system that routinely incorporates the latest treatment guidelines into its clinical care. The efficacy of new treatments and guidelines are studied by researchers who recommend better, more personalized treatment protocols. Increasingly, researchers have been tasked with not only identifying new interventions to create better clinical outcomes, but also with partnering with healthcare delivery systems to implement those new discoveries.

Analytics are becoming imperative to researchers in recruiting patients into studies, making breakthrough discoveries, as well as monitoring the clinical implementation of these discoveries. This webinar will be for organizations that want to leverage their enterprise data to power more effective research.

Date: Wednesday, July 22, 2015

Time: 1:00–2:00 PM ET

Join Eric Just, Vice President of Technology at Health Catalyst, as he presents a Research Analytics Adoption Model that outlines ways that a research organization can leverage data and analytics to achieve greater speed and ROI on research.The Adoption Model walks through analytics competencies starting with basic data usage and culminating with using analytics to incorporate the latest research discoveries into clinical practice.

Attendees will be presented with:

  • A summary of some of the challenges in using data and analytics for research
  • A research analytics adoption framework for all organizations interested in using clinical data for research
  • What is needed from a workflow and organizational perspective to power research with data

We look forward to you joining us.

Death By Documentation

In my work with hundreds of over stressed and burned out physicians, one thing is constant. Documentation is always one of their biggest sources of stress.

In fact, if you ask the average working doctor to make a list of their top five stresses, documentation chores will take up three of the five slots.

1. EMR – especially if you use multiple EMR software programs that don’t talk to each other

2. Dealing with lab reports and refill requests

3. Returning patient and consultant calls and documenting them adequately and all the other places information streams have to be forced together by the sweat of your brow.

The average doc is walking the cliff edge of overload on a significant number of office days in any given month. Now comes ICD-10 and my biggest fear is the extra work of the new coding system will push many physicians over the edge into burnout.

How much more time will ICD-10 take?

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What the Atlanta HIV Data Tells Us About Public Health in America

Lamar Yarborough

“The night I found out, I slept one and a half hours,” recalls D, a 29-year-old black gay man.

He’s talking about being diagnosed with HIV, the virus that causes AIDS.

“Even though I work in public health and tell people daily that HIV is not a death sentence, that first night that’s all I could think of,” says D. “This has to be wrong, I thought. I work in public health. This can’t happen to me.”

D, who requested anonymity, says he contracted the virus when a condom broke during sex. Two weeks later, he was tested for two sexually transmitted infections (STIs) – chlamydia and gonorrhea – but not for HIV. Shortly afterward, he went back for an HIV test and found out that he had the virus.

Soon after his diagnosis, D moved to Atlanta, which also happens to be the epicenter of a re-emerging national HIV crisis.

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To Make Hospital Quality a Priority, Take a Page From Finance

Optimized-pronovostWhen you are a patient at a hospital, you want to know that the executives who run that facility put the safety and quality of care above all other concerns. Encouragingly, more of them are saying that safety is indeed their number-one priority—a fitting answer given that preventable patient harm may claim more than 400,000 lives a year in the United States.

Yet when you look at the way that most hospitals and corporate health systems are organized, weak infrastructure exists to support that priority. True, some hospital boards of trustees have made safety and quality their first order of business. At meetings, they might hear directly from a patient who suffered a medical error, sit through a case study of a unit that reduced complications, or get an overview of various efforts to boost the patient experience and improve outcomes.

Stories can inspire culture change. Sustained improvements, however, require health care organizations to institute top-to-bottom accountability for performance.

What would it look like if safety and quality truly were addressed this way? It might be something like how most hospitals’ finances are managed, from the board level to the smallest unit.Continue reading…

Why Doctors Quit (And What to Do About It)

John Haughom MD white

I got an e-mail from out of the blue the other day.

The e-mail informed me that a colleague, a man I respected greatly, had tendered his resignation at the hospital.  That coming Friday would be his last day. There would be an informal gathering for staff at the hospital cafeteria and that would be that.

I was shocked. The physician in question was an institution at our hospital. As far as I knew he was happy, his patients loved him, he was respected by his peers.   I could think of no earthly reason for him to go.  This did not did not sound like the old friend I knew.

I did what any friend would do: I picked up the phone and called him.

“I just got the e-mail. What’s going on?” I asked “Is something up at home? Is everything ok with Sarah and the kids?”

“Nothing’s wrong. I’ve just been doing a lot of thinking. I’ve decided I want to spend time with the kids and explore some outside projects.

Outside projects? What sort of outside projects?

My friend was the not kind of guy who you thought of as spontaneously quitting his job. I pressed him. He finally broke down and confessed. He was miserable at work.

“It’s the bean counters. They’re everywhere. Every day I get an e-mail that says I’m underperforming on this metric or that metric. It’s making me crazy. My self-esteem can’t take it. Last week, I got an e-mail that told me I need to do a better job of answering patient e-mails. I didn’t even know they were allowed to e-mail us. How long has this been going on? I tell you, I love my patients, but I just can’t take it anymore.”

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(Even) More Disruption, Please !!

Screen Shot 2015-07-08 at 10.04.02 AM

There are two questions I hear all the time from digital health care entrepreneurs: 1) How can I gain initial market traction? 2) How do I grow my client base?

Health care is an incredibly tough market to sell into. Even if you have a highly-differentiated solution with proven value, the barriers to access and scalability are extremely high.

For entrepreneurs trying to break in, the problem is two-fold.  First, the majority of providers are focused on patient care – getting on their radar is difficult. Second, even if an entrepreneur does gain buy-in and proves value to a single provider or group, it’s difficult to build upon that success. 

Negotiate Strategic Partnerships

The first lesson to get ahead: Learn how to spot a valuable partnership and negotiate a good deal—whether with an accelerator, incubator, or VC.

There are 87 accelerators (and counting) dedicated to jumpstarting the most promising health care startups in the country, and each is as differentiated as the companies they nurture. These accelerators vary in how structured their programs are, as well as the threshold of capital they invest.  Timeframes differ, the amount of equity required varies, the level of mentorship fluctuates, and the quality of contacts/potential clients runs the gamut. Despite the differences, the objective is the same: to help propel entrepreneurs into health care.

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The Health Care Handbook: Medical Malpractice

 

Aaron Carroll, “Meme-busting: Tort reform = cost control,” June 2011. Used with permission.

Aaron Carroll, “Meme-busting: Tort reform = cost control,” June 2011. Used with permission.

Patients who believe they have been injured in some way by a health care provider can file a medical malpractice claim. To prove malpractice, the patient must show that the injury was caused by the provider’s negligence, meaning that he or she didn’t practice medicine consistent with the accepted medico–legal standard of care.

If a patient wins a case or a favorable settlement, the health care provider, through insurance, may have to compensate the patient for loss of income due to injury and for noneconomic losses, such as pain and suffering. Although most malpractice claims are made against physicians, claims can be brought against any health care provider, including students. To protect against the financial risk of future malpractice lawsuits, most physicians purchase malpractice insurance. Hospitals and health care networks often purchase insurance for their employees, while independent physicians typically purchase their own policies.

Medical malpractice serves two goals: (1) to compensate victims of poor medical care, and (2) to encourage safe and responsible medical practice. Our current system is designed to accomplish both by punishing negligent providers through the court system (called “torts”). Some question whether it wouldn’t be better to handle each goal separately, and to focus on the system rather than on individuals.

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The Feminization of Health Care

Amy Compton-Phillips, MD

Historically, health care providers and health care leaders have been selected for and nurtured traits that are traditionally seen as “masculine” – traits such as heroism, independence, and competition. Yet it is clear that as people live longer with more complex conditions, the more traditionally “feminine” traits of interdependence, empathy, and networking become more important. Even in the most technically challenging health care event, the outcome for the patient is determined by a team.

A successful outcome for surgery on a brain tumor requires the heroic hands of a neurosurgeon, along with the primary care diagnostician, the radiologist, nurses, physical and occupational therapists, oncologists, radiation oncologists, the spouse, children, home health aides, friends, neighbors, and the list goes on. It truly takes a village to create a healing environment around individuals with complex conditions.

A lone hero is a lonely voice. A highly coordinated, synchronized team of participants working in concert with the goals, desires, and wishes of the patient and family create the symphony.

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Building a Corporate Venture Group That Matters

Screen Shot 2015-07-07 at 3.40.15 PM“Um…Who are you, and why are you in my office?”

This was the verbatim greeting we received from respected Sand Hill Road investors when we first introduced Merck’s Global Health Innovation Fund (GHI) in 2010.  However, since that time we’ve come a long way.  By investing in digital health, we’ve grown from a $125M venture fund to a $500M venture fund and have added a growth equity fund with M&A capabilities.

Today, these same investors remember our name and co-invest with us.

So how did we get here?  Certainly timing, luck and sponsorship are critical to anything done in a corporate environment.  Acting as a strategic and financial investor has also helped to earn the trust of entrepreneurs and fellow investors.  And, building a great team has been critical; but these are fairly obvious steps.

There are three other strategic maxims we found to be mandatory in building a corporate unit that’s successful.

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