Category Archives: Big Data

Moov: A Smart Fitness Coach That Challenges and Improves Your Fitness

Moov is a new wearable that combines fitness tracking with real-time audio coaching. The device can be worn on your wrist or ankle* and sync’d with various apps depending on workout type. Moov is currently compatible with running, cycling, cardio boxing, and swimming. The device transmits your data (for running it includes stride length, impact, cadence, range of motion, etc.) to the app for analysis, and the app transmits in-the-moment feedback via your headphones. For instance, the feedback can tell you to shorten your stride to save energy so you can run faster, to land more softly, to swing your arms up and down (and not side to side), or to run with your shoulders back for better posture.

Running with Moov was fun – the coaching was unobtrusive but still effective. I changed my form while using it, opting for quicker shorter strides rather than large lunging ones to improve efficiency and stamina.

Based on your interval level performance, the app suggests higher or lower levels to try. It keeps track of all your data points so you can compare your progress over time.

*I wanted to test ankle vs. wrist accuracy for the device. I wore Moov on my wrist to do levels 3, 6, 9. The coaching worked great but when I stopped to end the workout on my phone it couldn’t find the Moov on my wrist – perhaps it was because I wasn’t moving it around enough when I stopped – and it lost all the data on that set. For best use and precision in running, I would suggest wearing it on your ankle. It’s light enough to ignore and small enough so it doesn’t affect stride length.

The data tracking on the Moov is excellent, which is a testament to the founding team – Nikola Hu, a former Apple and HALO game engineer, Meng Li and Tony Yuan. The company plans to roll out apps for other activities and uses going forward, and an Android app is slated for November 2014 launch. The second batch is available for pre-order now.

 

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StethoCloud: A Connected Stethoscope for Parents and Doctors Alike

Dr. Andrew Lin and Dr. Hon Weng Chong, founders of StethoCloud, have designed and built an inexpensive smartphone stethoscope that can be used by parents and doctors alike. The device is easy enough for a parent to use at home and cheap enough so that a doctor can use it in the developing world to diagnose diseases like pneumonia. The Company started from a winning entry into the 2012 Microsoft Australian Imagine Cup – a student technology competition. StethoCloud has come a long way since their first prototype and Andrew has answers to some of our questions below.

A: How did you decide to create a modern stethoscope?  

AL: As doctors, Hon and I have always believed that in the future, an explosion of data will help medical professionals make better informed decisions, with far more leverage on their time than today. For this to happen, we realized that we needed prolific sensors that can collect the data required. We decided on the stethoscope because the data is extremely rich, containing powerful diagnostic information, which can diagnose a broad range of respiratory and heart conditions. Initially, we entered Microsoft’s Imagine Cup competition as a student project, where we focused on pneumonia.

 

A: What is the vision and mission of StethoCloud? 

AL: Connected diagnostic devices for consumers, and a software platform to help drive in-home healthcare delivery.

 

A: Who is your target audience for the product? 

AL: Initially, we plan to market our product to parents of young children. This is because respiratory illnesses are extremely common (e.g. croup, bronchiolitis, asthma) and a connected stethoscope will become a valuable tool that can help parents get advice remotely, especially on transient events such as asthma attacks. Beyond this, the tool is also useful for those with chronic illnesses or under care.

 

A: What are the main differentiators of StethoCloud versus what is currently available in the market that makes it such an industry game changer?

AL: We have designed the device for consumers and the interface is easy to use. It will be much cheaper than existing devices. In the future, we plan to roll out algorithms that provide analytics and help with decision support.

 

A: How will StethoCloud work with other applications to paint the picture of health for an individual?

AL: It’s early days, but we plan to develop APIs to allow cross-platform integration.

 

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Difficulties in Making Wearables, Because Hardware is Hard

A number of reports on Nike restructuring their FuelBand division came out this past week. The fitness giant confirmed layoffs in its Digital Sports division and as CNET reported, “As early as this fall, Nike planned on releasing another iteration of the FuelBand — an even slimmer version — but cancelled the project. And it appears to have shelved all future physical product projects under the Digital Sport helm, the person familiar with the matter added.” Re/code wrote about the matter on Friday, with their sources saying that “the decision over what to do has been debated for months within the company, due to high expenses, manufacturing challenges and the inability to make adequate margins on the business. In addition, sources note that Nike has been unable to attract as high a level of engineering talent as the business has grown.”

Jawbone’s 2011 recall of its first UP band, and Fitbit’s recent recalls of their Force band are other indications that making small wrist wearables isn’t easy.

Over the weekend, I played around with an Arduino, creating a ‘wearable’ by hooking up a display, 3-axis accelerometer, temperature sensor, vibrating motor, pulse sensor, and battery. With help from the team at iRoboticist, I was able to put together a working prototype. Thinking through all the parts in these devices gave me new appreciation for all the work that wearables-focused hardware and software engineers do – while balancing high consumer expectations (battery life length, water resistance, size, display quality…and the list goes on). Aside from building, there’s also managing the supply chain and handling the manufacturing aspect of the product cycle, which can often be tedious and unnerving.

Here are some neat teardowns of common wearables from iFixit (Fitbit Flex), Chipworks (Nike FuelBand), and iFixit (Pebble smartwatch). These sites give you a great inside look at all the components jammed into the thing you are wearing on your wrist.

The technology here has come a long way. Kudos to all the companies that continue to prioritize and innovate on wearable devices.

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CarePredict: Monitoring Aging Parents for the Tech Generation

Millions of Americans take care of their aging parents while managing work and raising their own families. These adults are part of the ‘Sandwich Generation,’ and are constantly on call to help ailing family members. One of the toughest and most time consuming activities to do as a part-time informal caretaker is to track behaviors and note subtle day-to-day fluctuations that might hint towards bigger issues. CarePredict, founded by Satish Movva, founder of ContinuLink, is a wearable device company that assists adult children in tracking their aging parents’ health and activities.

The Tempo is the company’s first device, which tracks the wearer’s location within the home and learns their normal pattern of movement. Cleverly named, when there is a potential concerning change to the users daily tempo (in activities such as standing, walking, and sitting), the device notifies all caregivers in a text or email about the discrepancy.

The sensor is easy to wear and detects different motions. This motion data is transmitted wirelessly to the CarePredict beacon, which understands the location of the user and sends all the data from the wearable to CarePredict’s servers for analysis. The data can be monitored from an online account or smartphone app. CarePredict, currently taking pre-orders, is slated to launch next month.

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Pact: Beautiful Redesign Incentivizes You to Keep Healthy Habits

Pact (formerly GymPact) relaunched this year with a new name and new features. The app penalizes you ($5 charge minimum per missed event), for not reaching your pre-set fitness, eating, and diet goals. On the flip side, you are monetarily rewarded for every goal you do reach.

For exercise, you can check into a gym, use apps like RunKeeper and Moves, or activity trackers like the Jawbone UP or Fitbit devices to measure your steps. For fruit and veggie tracking, you take a photo of your meal and post it on Pact to be reviewed and accepted/declined by others in the Pact community. The diet portion requires you to track your meals using MyFitnessPal.

The new app is designed cleanly and is easy to use, updating information from trackers and apps almost immediately. Weekly emails confirm how much you owe vs. earned.

Pact isn’t failsafe and people who want to cheat by checking into gyms they pass on the street or entering bogus meal info into MyFitnessPal can still earn the $0.10 to $0.30 per event – but with such low dollar values, it’s not worth it. With Pact I check my UP steps throughout the day, making sure that I get to 10,000 steps before the day is over because in the end it isn’t earning 25 cents that matters to me, but losing the $10. Pact is slowly changing my habits and it’s a great way to kickstart a health goal.

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Kinsa Smart Thermometer: World’s First Smart Thermometer and Real-Time Illness Tracking App

Feeling feverish is often the first symptom of getting sick and finally there is a smart thermometer that can calculate, display, and track changes in temperature with one app. The Kinsa Smart Thermometer is beautiful in its design and very easy to use. Not only does it track an individual’s temperature, but it also aggregates geographic health information and user feedback to help understand which illnesses are spreading and where.

I tested Kinsa in beta, and was astonished at how light, flexible and comfortable it is to use. Kinsa is made to be used by the whole family, but is especially well tailored to children. The smartphone display has fun bubbles that makes temperature taking engaging for the fidgety little ones. Each time a temperature is taken, the user can assign it to a person and save the record. Additionally, the precise time of the stored data is helpful information to a doctor.

By the time it is released to the public, Kinsa will have the ability to track the health within private groups (e.g. your child’s classroom, your neighborhood). This innovative spread-of-illness crowdsourcing will be able to create a truly connect, global network of aware families. It also means faster care – if you struck a high temperature and knew that strep was going around, you could head to the doctor when symptoms first appear to get antibiotics and avoid a long recovery.

Something so useful, technology driven, and affordable should be on everyone’s list of must-have health devices. Kinsa is taking pre-orders on their website, to be fulfilled March/April.

 

Kinsa Smart Thermometer from Kinsa on Vimeo.

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Glow: Max Levchin’s New Fertility App Will Leave You Glowing

Entrepreneur Max Levchin, co-founder of PayPal, Chairman of Yelp, and Yahoo! Board Member, launched his latest project, HVF in 2011 to tackle modern problems with data-driven strategies. Two companies have successfully spun out of HVF, Affirm and Glow. While Affirm tackles the challenges of the financial industry, Glow focuses on helping couples get pregnant. Max answers some of my questions regarding Glow.

Using data and machine learning, Glow asks women using the app to input a few details about their menstrual cycle, basal body temperature, etc., to reveal a personalized fertility calendar, showing the “% chance of pregnancy” for each day. A companion app for the partner helps make the experience more inclusive for the couple.

A: Data analysis is your specialty, but manual data entry is prone to human error. In what ways does Glow more accurately collect information?

ML: Today, mostly through excellent visual and experience design, and some basic gamification ideas, we make it easy and compelling to stay on track with your logging. Soon, however, we envision integrating with personal trackers, both software and hardware (existing and new), to make the process entirely passive. We have just partnered with MyFitnessPal, which makes tracking calories, BMI, and fitness events a lot easier for MFP users that also use Glow – they never have to do it twice. This is a very nice feature, with a lot more in the same vein coming soon.

Unlike other pregnancy apps on the market, Glow has a very special community sourced, non-profit program called Glow First. Couples using Glow First contribute $50/month to a pool for a 10-month duration. If the couple becomes pregnant during those 10 months, their contributions stop. At the end of the 10 months, the pool of donations redistributes to couples who aren’t pregnant. With proof of medical costs, Glow First will pay for infertility treatments at an accredited infertility clinic of the couple’s choice. Max has personally donated $1 million of his own money to the Glow First program.

A: Glow First is the first of its kind – to collect and offer a pool of community contributions in an industry that insurance companies refuse. What makes First work today versus in the past?

ML: It’s actually not the first time this type of a financial mutual-help system has been built – it works really well in small communities where people know each other and adverse selection is not a major issue. But it has not been done at scale. Smartphones and real-time communications enable this change – you can learn as much as you need before making a decision, and once you choose to go forward, the process is almost frictionless.

Glow announced last month that the app has helped over 1,000 people get pregnant so far.

A: The Glow app is beautiful in its design. Can you speak as to how design is important to Glow and more generally?

ML: It’s absolutely a critical part of the approach. Conception is a very intimate, and frequently for our users, a complicated process – it’s key we do not disrupt it, but enhance it, and where we can, add beauty and simplicity. There has been a fair amount of research showing that any form of stress negatively affects likelihood of conception. We hope to bring peace and calm to our users through our design, in addition to all our data-driven goodness!

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Best in Healthcare For 2013

2013 was a great year for consumer healthcare technology. This year, 95 million Americans have used mobile phones as health tools or as search devices to find healthcare information, paving the way for a more connected and health conscious 2014.

To continue with my annual Year in Review, I present some of my favorite companies and posts in 2013.

A big thank you to my readers for your support, ideas and input.

-Alexis

Best New Entrants into Wearables:

Best Smart Fabric Concepts:

  • Athos — Athletic apparel made with smart fabric and sensors to measure every muscle exertion, heartbeat, and breath
  • OMsignal  — Embedded sensors in the apparel monitor your heart rate, breathing, and activity

 Best Fitness Apps:

  • RunKeeper — GPS app to track outdoor fitness activities
  • Moves — GPS app to track daily activity continuously, shown on a timeline
  • Charity Miles — GPS app that tracks and lets you earn money for charity when you walk, run, or bike

 Best Personalized Coaching:

  • Sessions — Simple, individual, and thoughtful fitness program to help you get healthy
  • Wello — Online workouts with a Certified Personal Trainer in real-time on your mobile device over live video

A New Twist to Common Items:

  • HAPIfork — An electronic fork that monitors eating habits and alerts you when you eat too fast
  • Beam Technologies — A smart toothbrush that monitors oral hygiene and reports habits to a smart app
  • Withings Blood Pressure Monitor — Measures, calculates and tracks changes in blood pressure on graphs

Best Up and Coming:

  • PUSH — Tracks and analyzes performance at the gym; measures power, force and balance
  • Emotiv Insight — Multi-channel, wireless headset that monitors brain activity to optimize brain fitness and measures cognitive health and well-being
  • Scanadu Scout — Medical tricorder to measure, analyze and track vitals
  • MC10 — Stretchable electronics that conform to the shape of the body to measure and track vitals

Best for Healthcare Providers:

  • Pristine — Develops Glass apps to help hospitals deliver safer, more coordinated, more cost effective care
  • Informedika — Marketplace for electronic test ordering and results exchange between healthcare providers
  • IntelligentM — Data-driven hand hygiene compliance solutions for hospitals to dramatically reduce healthcare-acquired infections
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PUSH: Quantify Your Strength, Track Your Power

People like to exaggerate. “I benched 350 yesterday,” says your office brah’. Now you can tell him to prove it.

PUSH is a new wearable device – an armband + a mobile app – that tracks and analyzes your performance at the gym. Specifically targeting strength workouts, PUSH tracks metrics including force, power, balance and consistency of your training and pushes you to train harder or ease up based on your performance. You can use PUSH to track squats, dead lifts, pull ups, bench presses and more – just about your entire CrossFit workout can be monitored. The device straps onto your arm and lets you review your progress on the app in real time. In addition to sharing your results with friends and competing with them, PUSH can create personalized workout routines to best improve your training without overdoing it, preventing injuries.

You can check out their Indiegogo campaign and get your PUSH, schedule for April/May 2014 delivery.

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Founder Interview: Nirinjan Yee, President and Founder of BreathResearch

Nirinjan Yee, President and Founder of BreathResearch started her company after a series of experiences dating back to 25 years ago. An active outdoor enthusiast, Nirinjan was diagnosed with late stage lime disease. For a couple of years, she became partially paralyzed and her joints were swollen to the point where she couldn’t walk. A blood test showed that she had one of the worst cases of lime disease in Northern California. While being treated with IV antibiotics, unable to move and being told by the medical community that it was too late for her to fully recover, she discovered the art and science of breathing. After practicing for 3-4 hours a day, Nirinjan started to get better, feel less pain and finally was able to fully move again.

Now Nirinjan is back to being super active, hiking, dancing and cycling. She wants to show other people that while breathing is very personal and subjective, it is undeniably linked to your physiology and anatomy. She began a 10 year study on respiratory health, using audio to record and study breathing. Nirinjan found the right engineers to work with and they mapped out a way to turn the quiet sound of breathing into data and metrics, turning their work into the downloadable MyBreath app.

She is now creating a BreathAcoustics All-in-One Headset that combines her current research and development with a new, more exact breath training headset. I asked Nirinjan a few questions about her newest venture.

How does barometric pressure and altitude help form a picture of health?

“Our breath changes with altitude and it is important to measure our environment. People with chronic illnesses will say it is a ‘low pressure day,’ or they’re depressed or achy based on the weather. Breathing and heart rate is connected to our physical and emotional health as well.”

Who do you see using this? Do you have a target audience in mind?

“The goal of the headset is to bring breathing, stress reduction, and the ability to optimize our fitness all in one place. The headset is targeted to consumers who want to incrementally improve their health and fitness, de-stress, and get the most out of their exercise. The headset is also targeted towards athletes who are taking their health and fitness to the next level in their training. The headset can track breathing and heart rate to determine training zones and create customized exercise plans. The headset will be first available for consumer use, while we conduct further studies to take it to the FDA.”

When will the first roll out be?

While it could be sooner, Nirinjan is focused on making the best product possible. The release is targeted for the end of 2014.

What would you like people to know about your vision and the product?

Nirinjan is a designer at heart. She has a strong aesthetic desire to create a company that makes devices that are truly wearable. Her goal is to make products that not only look and feel good, but are high tech and performance driven. As Nirinjan states, “We take breathing for granted, you are either okay or you are not okay. I want to bring all the information that can be mined from regular, daily breathing and make it accessible and easy to understand for people. Breathing is at the very center of our physical and mental health.”

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