How Real-Time Data Is Helping Physicians Track Their Patients, One Heartbeat at a Time

S.C. Stuart
S.C. Stuart is a foreign correspondent (ELLE China, Esquire Latin America), Contributing Writer at Ziff Davis PCMag, and consults as a futurist for Hollywood Studios. Previously, S.C. was the head of digital at Hearst Magazines International while serving as a Non-Executive Director, UK Trade & Investment (US) and Digital Advisor at The Smithsonian.
How Real-Time Data Is Helping Physicians Track Their Patients, One Heartbeat at a Time

Are you a human node on a health-based digital network?

According to research from Insider Intelligence, the U.S. smart wearable user market is poised to grow 25.5% in 2023. Which is to say, there are an increasing number of Angelenos walking around this city whose vital signs can be tracked day and night via their doctor's digital device. If you've signed up to a health-based portal via a workplace insurance scheme, or through a primary care provider's portal which utilizes Google Fit, you’re one of them.

Do you know your baseline health status and resting heartbeat? Can you track your pulse, and take your own blood pressure? Have you received genetic counseling based on the sequencing of your genome? Do you avoid dairy because it bloats, or because you know you possess the variant that indicates lactose intolerance?


Data Interventions That Save Lives

For many people in Los Angeles, body computing devices mean the difference between life and death. According to Leslie Saxon, M.D., Executive Director of the USC Center for Body Computing, a number of her patients have heartbeat monitors which she can track in real-time via her laptop.

“We use this on-going data stream in a number of ways,” explained Dr. Saxon. “For example, in my clinic today, I had a patient who had diagnosed their own arrhythmia via their Apple Watch. They experienced a symptom, their watch alerted them, they came in immediately, and we knew what it was from the data.”

Leslie Saxon

This is important, Dr. Saxon continued, “Because we spend a lot of time and money on episodic arrhythmia. If a patient is already engaged in their own care and diagnosis, and we have the evidence to hand, it leads to not only a deeper understanding, but better health outcomes.”

One of her other patients, a young man with congenital heart disease, had a shock over the holidays. “He alerted me and I was able to sign into a website and access the crucial diagnostic data from his medically-regulated device and address his situation in an instant.”

Both on-going self-monitoring, and tracking reported data over time, is also changing the nature of medicine itself. “Everyone is talking about precision medicine today,” Dr. Saxon pointed out, citing the move towards targeting the right treatments, to the right patients, at the right time. “But it’s more than that. With these devices, we’re able to liberate ourselves from brick and mortar care centers, and use integrated health systems, like our Virtual Care Clinic, to push diseases out even further.”

The Potential of Self-Monitoring

For example, the Swiss-American photographer Jonathan Ducrest uses data as an everyday wellness tool. He’s signed up to self-monitor via devices, sharing data with his doctors, but is focused on using it to improve daily living. While based back in Zurich, for now, he’s still able to continue US-style health tracking via Forward, the subscription-based medical platform in Century City, which is useful when he returns to L.A. on assignment.

“I was intrigued by the whole data-driven process when living in L.A.,” he told dot.LA. “After getting the initial body scan, and tests, which delivered a baseline health analysis, I continue to use a combination of wearables like my Apple Watch and other devices to keep an eye on my vitals, including a connected scale and thermometer from Withings. I chose to set permissions and share all this data with my clinical providers, so we can review at my next physical. But I have it whenever I want to check it myself.”

Jonathan Ducrest

The Purpose Behind Tracking

But, eight years on from the launch of the Apple Watch, has data fatigue set in for many? Have we reached peak monitoring?

“Wearables, monitoring and data alone are not going to save your life or replace a physician or surgeon,” Aoun told dot.LA. “Right now, devices enable people to capture data and information about the state of their health, but what is happening with all of this data? Where is it going? Is it being used in your doctor's office? Without a platform to ingest your data and translate it into actionable insights, wearables are mere data collection devices that have no real impact on your health.”

At his membership-based healthcare startup, Aoun decided to build out a full-stack solution combining software, hardware, data infrastructure, and doctors all under one roof - working towards rebuilding healthcare from the ground up.

“We help people understand what their data means and provide actionable insights to proactively manage their long-term health,” Aoun said. “The result is continual everyday care, in real-time, that extends beyond the exam room and can scale to millions of people.”

Offsetting Decline with Data

One thing is certain, life ends. But could data transform how we spend our lives - and how well it ends?

That’s what Pinchas Cohen, M.D. Dean of the USC Leonard Davis School of Gerontology is looking into now. School initiatives examine the increasing role technology can and will play in aging research and services. Dr. Cohen told dot.LA that his field has been greatly impacted by the interplay of wearables, data, physicians and patients.

“Technological innovation impacts every area of gerontology research,” confirmed Dr. Cohen. “We are on the cusp of exciting new fronts in developing genomic-based personalized interventions that can extend health spans, the number of years we spend in good health. The ability to capitalize on large datasets allows us to begin to predict who might be at risk for certain conditions and target treatment and prevention efforts accordingly.”

Gerontology researchers use a wide range of wearables and sensors to collect data on sleep, movement and heart health and other measures.

“These tools can help physicians monitor disease, detect changes and develop interventions,” said Dr. Cohen. “For example, studies are looking at whether these tools could help physicians detect cognitive changes earlier versus relying on physical exams alone. Aging involves a set of multifaceted processes and remote monitoring and other data-driven interventions have the potential to extend the amount of time we spend in good health.”

The Future of Data Driven Healthcare

At least two generations have now grown up with tracking personal data from digital devices, whether as part of the quantified health movement, with a nod to if not immortality then increased longevity. According to the most recent census, "Americans are projected to have longer life expectancies in coming decades. By 2060, life expectancy for the total population is projected to increase by about six years, from 79.7 in 2017 to 85.6 in 2060."

As we enter a new era of medicine, data has led us not just to precision and personalized health, as in how that new medication works on your symptoms today, not based on large-scale historic Big Pharma trials, but also to a vast increase in personal responsibility.

You’ve got the data coming out of your wearables, what are you going to do with it?

Billion-Dollar Milestones and Snapchat’s New Features

🔦 Spotlight

Happy Friday Los Angeles!

This week’s spotlight showcases LA’s thriving tech scene, featuring Snapchat’s latest feature updates and two local startups Liquid Death and Altruist, making TechCrunch’s Unicorn List for 2024.

Image Source: Snap

Snapchat’s recent fall updates bring fresh features, including a new iPhone camera shortcut for instant snaps, Halloween-inspired AI-powered Lenses, and Bitmoji costumes inspired by Mean Girls and Yellowstone. Bitmoji stickers now reflect trending Gen-Z expressions like “slay” and heart symbols for added flair in chats. Plus, the “Footsteps” feature on Snap Map allows users to track their past adventures privately, adding a nostalgic touch.

Image Source: Liquid Death

ICYMI, two LA startups joined the Unicorn Club—achieving valuations over $1 billion. Liquid Death, based in Santa Monica, is a canned water company with edgy branding and a humorous sustainability focus. Known for viral marketing and brand partnerships, it redefines bottled water as a lifestyle brand and environmental statement. In March, Liquid Death closed $67 million in strategic financing, raising its total funding to over $267 million and valuing it at $1.4 billion.

Image Source: Altruist

Altruist, a Culver City-based fintech platform, offers financial advisors streamlined tools to better serve their clients. With a user-friendly investment and account management platform, Altruist has gained strong traction in the finance world. In May, it announced a $169 million Series E funding round, bringing its total funding to over $449 million and earning a valuation of $1.5 billion.

Together, Liquid Death and Altruist exemplify LA’s capacity for innovation across diverse sectors, from lifestyle branding to fintech. Whether reshaping financial tools or redefining sustainable branding, these companies showcase LA’s unique entrepreneurial spirit. Go LA!

Check out TechCrunch’s 2024 Unicorn List here. And don’t miss Snapchat’s latest features—perfect for adding some fun, connection and maybe a few selfies this weekend!


🤝 Venture Deals

LA Companies

  • Freeform, a company bringing AI to metal 3D printing, raised $14M in funding from NVIDIA’s NVentures and AE Ventures to further develop its AI-powered 3D printing technology for industrial-scale production. - learn more
LA Venture Funds
  • Anthos Capital participated in a $70M Series D round for Carbon Robotics, which develops AI-powered robotics for precision agriculture, and the funding will be used to accelerate the growth of its autonomous weeding technology. - learn more
  • Anthos Capital participated in a $3.5M seed round for Plasma Network, aimed at expanding access to USDT stablecoins on the Bitcoin network, with the investment supporting the network’s growth and efforts to enhance stablecoin accessibility through the Lightning Network. - learn more

LA Exits


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      ⚖️FTC’s "Click to Cancel" Rule and Its Ripple Effect on Tech

      🔦 Spotlight

      Happy Friday Los Angeles,

      The FTC’s new “Click to Cancel” rule is shaking up subscription-based tech. Now, instead of navigating a maze of cancellation hurdles, users can cancel subscriptions as easily as they signed up—with a single click. This shift is a wake-up call for SaaS, streaming, and app-based companies, where once-hidden exit options often kept users around simply because canceling was a hassle.

      The rule also requires businesses to send regular renewal reminders, ensuring customers stay informed about upcoming charges. It's more than a cancellation button—it’s about transparency and giving users control over their decisions.

      For startups, the impact goes deeper than UX adjustments. Many have relied on "dark patterns," which subtly discourage cancellations by hiding the exit. Now, companies must shift toward building genuine loyalty by delivering real value, not by complicating exits.

      While this might affect retention rates initially, it could lead to more sustainable business models that rely on satisfaction-driven loyalty. Investors may start prioritizing companies that emphasize transparent, long-term engagement over those that depend on dark patterns to maintain retention metrics.

      The rule opens the door to more ethical UX design and a truly user-centered approach across the tech industry. It may even set a precedent against manipulative design in other areas, such as privacy settings or payment methods.

      Ultimately, the “Click to Cancel” rule presents an opportunity for the tech industry to foster trust and build stronger customer relationships. Startups and established companies that embrace transparency will likely stand out as leaders in a new era of customer-centric tech, where trust—not tricky design—is what retains users.

      As the tech landscape continues to evolve, LA Tech Week 2024 offers a chance to explore these shifts in real-time. Check out the upcoming event lineups to stay informed and make the most of your time:

      For updates or more event information, visit the official Tech Week calendar.


      🤝 Venture Deals

      LA Companies

      • Ghost, a company supporting top brands and retailers with streamlined logistics and fulfillment solutions, raised a $40M Series C funding round led by L Catterton to fuel its continued growth and innovation. - learn more

      LA Venture Funds
      • Assembly Ventures participated in a $27M Series A round for Monogoto, a provider of software-defined connectivity solutions that enable secure, cloud-based IoT and cellular network management on a global scale. - learn more
      • Angeleno Group participated in a $32M Series C round for REsurety, a company that recently launched an innovative clean energy marketplace aimed at providing better financial and operational insights to support renewable energy transactions. - learn more

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        🌴🧑‍💻 Your Guide to LA Tech Week 2024

        🔦 Spotlight

        Happy Friday Los Angeles,

        As many of you know, LA Tech Week is right around the corner, kicking off next Monday October 14th bringing together founders, creatives, investors, and engineers for a week of immersive events, panels, and socials across the city. From blockchain and AI to biotech and design, LA Tech Week is a chance to dive into the ideas shaping today’s technology landscape.


        What to Look Forward To

        Insights from Visionary Leaders: Hear firsthand from industry trailblazers as they share stories, challenges, and key lessons from their experiences. Expect fresh perspectives on AI, venture capital, biotech, and the ethical questions around emerging technologies.

        Interactive Panels: This week isn’t about watching from the sidelines; it’s about engaging directly with the tech community. Participate in hands-on panels discussing everything from startup scaling to ethical AI, with honest insights from those actively shaping these fields.

        Networking Mixers & Social Events: Meet and connect with founders, VCs, developers, designers, and fellow techies across LA. Rooftop mixers, lunch meetups, and creative gatherings offer the perfect chance to spark ideas and collaborate.

        Plan your week with the daily lineup, organized by location for easy navigation:

        For updates or more event information, visit the official Tech Week calendar.

        Enjoy LA Tech Week 2024!!


        🤝 Venture Deals

        LA Companies

        • Clout Kitchen, a Los Angeles and Manila based startup, has raised $4.45M in seed funding, co-led by a16z SPEEDRUN and Peak XV’s Surge, to develop AI-powered digital twins, which enables gaming creators to produce realistic virtual avatars for content and fan engagement. - learn more
        • MeWe, a privacy-focused social media platform, has raised an initial $6M in Series B funding led by McCourt Global to support Web3 integration and expand its decentralized network for 20 millions users. - learn more

          LA Venture Funds
          • EGB Capital participated in a $10M Series A funding round for MiLaboratories, which develops software that enables biologists to independently analyze complex genomic data, accelerating research and discovery in fields like drug development. - learn more
          • Crosscut Ventures participated in the $13.75M seed round for Airloom Energy, a company focused on developing airborne wind energy technology to harness high-altitude winds, with plans to accelerate a pilot project in Wyoming. - learn more
          • Overture VC participated in a $5.5M Seed funding round for Molg Inc., a company developing robotics and software for circular manufacturing, designed to disassemble electronics efficiently and recover valuable materials to reduce e-waste and support sustainable production. - learn more


            LA Exits

            • Options MD, a Los Angeles based telemedicine platform that provides care for people suffering from severe and treatment-resistant mental illness, is set to be acquired by Resilience Lab, an AI-driven provider focused on enhancing mental health care access. - learn more

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