Datavant Future of Healthcare Hackathon Runner-Up: HomeClinic: Closing the Testing Gap
From September 8–11, Datavant hosted its first annual Future of Healthcare Hackathon. Over 200 attendees spent the weekend developing innovative solutions to improve the future of healthcare. This week, we are excited to announce the various winners of the Hackathon.
The Runner-Up Project is HomeClinic: Closing the Testing Gap. Read on to learn more about this fantastic project.
HomeClinic Team Members
Lukas Haffer — Stanford MBA student (class of 2023) & Venture Capital Investor at Bee Partners LLC
Patrick Dideum — MD, physician and medical consultant, Board certified Pediatrician and Preventive Medicine resident at Johns Hopkins (Class of 2024)
Mingoo Kim — Stanford MBA student (class of 2023)
Gashon Hussein — Second year Stanford undergraduate student
Project Summary: HomeClinic: Closing the Testing Gap
Virtual healthcare has the potential to improve the lives of people around the globe. The HomeClinic team points out that 80% of doctors have integrated virtual care into their practice to provide timely and complete care. However, without integrated and affordable at-home testing, services can be limited. At present, testing for virtual care is done through prescribed lab testing, which can take 1–2 weeks to complete.
HomeClinic’s solution is a virtual healthcare platform, powered by an at-home testing device. During the Hackathon, HomeClinic built a mobile application that allows patients to connect with an AI nurse and on-call doctors in real-time to perform reimbursable, live blood tests and receive medical advice.
An accompanying web application provides real-time patient data to the on-call doctor in order to address ongoing patient concerns.
Lukas Haffer, one of the HomeClinic team members, has a thyroid disorder and has experienced firsthand the difficulty of managing his medications, waiting weeks for appointments and lab results. The team envisioned a future that would empower Lukas and 150 million other Americans with chronic conditions to take control of managing their conditions from the comfort of their own home: “Feeling symptoms? Call our AI nurse, get connected to an on-call doctor, and test at home for a quarter of the cost!”
The team was also inspired by the testing gap that exists in the U.S. They found that millions of people are unaware of their chronic conditions due to infrequent testing. According to the CDC, an estimated 96 million US adults (38%) are pre-diabetic and less than 20% have been notified by a doctor of their condition. It is estimated that more than 12% of the U.S. population will develop thyroid disease within their life, on top of the estimated 20 million living with disease currently. Up to 60% of people with thyroid disease are unaware of their current condition.
In the data set provided by Datavant, the HomeClinic team found the percentage of diabetic Medicare enrollees receiving lipid testing ranged from 51.8% — 89.4%, depending on the region in which they live. Similarly, the percentage of diabetic Medicare enrollees receiving HbA1c testing ranged from 69.6% ~ 94.6% depending on the region in which they lived.
HomeClinic would significantly lower geographical barriers that prevent patients from testing and consulting doctors, particularly in rural areas where healthcare can be considerably less accessible. The app is able to screen and detect chronic conditions early, thereby decreasing wait times, costs, and access to a provider, which in turn minimizes disease impact and has the potential to increase longevity.
Approaching the Problem
The HomeClinic team completed market research by interviewing 10 people, including doctors, patients, and payers. They learned that while a virtual care platform may not replace a doctor’s electronic health record (EHR) system, integrating key patient information to a dashboard is crucial. They designed a platform with integrated vital signs, notes from the AI nurse, past testing results, and current medications.
Bootstrapping was at top of mind for the team. Creating a web and mobile app within 3 days is major challenge, so the team worked to speed up formulaic processes in order to create a project in line with their vision. Accordingly, there were trade-offs for valuing product development speed over scalability.
A main challenge for the group was determining the appropriate uses for the device within the home under the direction of a physician. The team worked from the premise that safe and reliable care is always the primary goal in developing a new medical device. They wanted to be sure the device would be used in a way that would not do any harm to the patient, and they therefore needed to think about what types of testing would be useful for the patient and the doctor, and also relevant to their care. They noted that testing for the sake of testing can often lead to more questions than answers.
At-home medical testing that goes beyond the devices currently on the market, such as blood glucose monitors, would allow better monitoring of patients with chronic diseases. The HomeClinic team notes that such patients are often taking multiple medications, which may demand frequent laboratory tests, especially when needing dosing adjustments.
Allowing this testing to be completed within the home would help decrease barriers for patients who may need to take unpaid leave from work, find childcare, ask a family member for transportation, or travel long distances otherwise. The team has seen patients skip check-ups when faced with these obstacles. HomeClinic can be a solution to reducing the resources needed to engage in recommended care and empower the patient to feel more in control of their disease rather than controlled by it.
The HomeClinic team acknowledges that there will be many hurdles to overcome in building a market-ready at-home testing device, including issues of regulatory approval and reimbursement.
The team intends to continue building this platform past the completion of the Future of Healtchcare Hackathon, with an eye toward incorporating more key features essential for home testing to be successfully life changing. For example, because of timing constraints within the Hackathon, the team did not include historical physician notes in the app, but would include that feature in a future iteration of it. They also aim to include clinically proven models as well as their own machine learning models to further implement a value-based care model benefiting both patients and payers. Finally, they plan to continue their market research to develop more potential uses for a product that is both capable and user friendly.
Congratulations to the HomeClinic Team for developing this project!
Considering joining the Datavant team? Check out our careers page and see us listed on the 2022 Forbes top startup employers in America. We’re currently hiring remotely across teams and would love to speak with any new potential Datvanters who are nice, smart, and get things done and want to build the future tools for securely connecting health data and improving patient outcomes.