MP
Aptec Health · Startup
A wearable reading hormones continuously across a menstrual cycle.
In-development
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Receive a weekly email digest of the latest digital health technologies added by the network.Browse 1,224 solutions in digital health applications on the Halo network
Updated Nov 2, 2026
Digital health applications covers software and devices that act on a person's own physiology. On Halo, the solutions cover wearable biochemical sensing, therapy and coaching delivered digitally, at-home testing read digitally, and closed-loop sleep and state regulation. Sign up to search the full network and post your specific need.
Wearable biochemical sensing
MP
YM
Aptasensors in a buccal prosthetic tracking cortisol and oxytocin live.
Sponsored researchIn-development
GF
Saliva biomarkers measured electrochemically outside a laboratory.
Sponsored researchIn-development
Therapy and coaching delivered digitally
UO
University of Tennessee, Knoxville
Cognitive behavioral therapy for major depression delivered by text.
LicensingIn-development
EA
EatingAi · Startup
A voice-driven assistant that plans meals and grocery lists around a person's nutrition goals.
In-development
At-home testing read digitally
AB
Family Care Clinic · Startup
Reads a standard home urine test through a smartphone camera, turning it into tracked urinary biomarker data.
Sponsored researchIn-development
Jonathan Claussen
Iowa State University
An electrochemical sensor reading nutrients straight from a biofluid.
In-development
Closed-loop sleep and state regulation
YD
Vanderbilt University
A wearable that acts during sleep, then measures whether it helped.
Sponsored researchIn-development
ST
Jawsaver BV · Startup
Auditory stimulation that adapts through the night, closing the loop.
Co-developmentIn-development
Clinical and cognitive tools
Robert Warren
Ambient AI writing the clinical note, and staying HIPAA compliant.
Gift/awardIn-development
WH
Brain wellness testing in a kiosk, between an app and a clinic.
Gift/awardIn-development
Connected fitness
AK
I-QRS R&D Inc. · Startup
A telemetric protocol evaluating whether a workout intervention worked.
In-development
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Who is working on digital health applications
Organizations in digital health applications
Universities, startups, and suppliers with solutions in digital health applications.
Digital health organizations
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Innovators in digital health applications
Researchers and inventors advancing digital health technologies.
Digital health expertsAbout digital health applications
The work on Halo has moved past step counting. Seven entries read a biochemical signal off the body continuously, through sweat, saliva or an aptamer wearable, and four close a loop back to the person in real time, mostly during sleep. Therapy and coaching are delivered by text and conversation. On Halo it spans six groups, including wearable biochemical sensing, therapy and coaching delivered digitally, and at-home testing read digitally.
Stage of development. Work on digital health applications on Halo comes mostly from companies. 48% of the solutions are in market. Co-development and sponsored research are the usual partnering routes, and about 31% of the solutions that state terms offer pilot engagements.
Three trends in digital health technologies on Halo
The wearable has gone biochemical. Seven entries read a molecule off the body, not a movement: hormones in sweat, cortisol and oxytocin through aptasensors in a buccal prosthetic, saliva biomarkers measured electrochemically, continuous hormone tracking across a menstrual cycle. Heart rate and step count are commodity now, and chemistry is what these sell.
Four systems that act, then check. A wearable that intervenes during sleep and measures whether it helped, auditory stimulation that adapts through the night, autonomic regulation aimed at waking with no grogginess, and a digital twin tracking emotional and cognitive state as it shifts. Measurement alone has stopped being a product; the loop has to close.
Women's physiology is the commercial core. Five entries track the menstrual cycle or the hormones behind it: urine hormone testing read across a whole cycle, a wearable reading it through saliva spectroscopy, continuous hormone monitoring, and stress sensing tied explicitly to hormonal balance. It is a signal that changes daily, matters to the user, and has been poorly served by consumer devices built around steps.
1,165organizations
1,224solutions listed
63%from startups and companies
48%in market
Frequently asked questions
What are digital health technologies?
Digital health applications covers software and connected devices that act on a person's own physiology. It spans wearable biochemical sensing of hormones, sweat and saliva, closed-loop systems that regulate sleep or autonomic state, therapy and coaching delivered through text and conversation, clinical and cognitive tools, at-home tests read digitally, and connected fitness. Consumer health brands, clinics and employers are the buyers.
What are examples of digital health technologies?
Five examples of digital health technologies on Halo include:
- A wearable reading hormones continuously across a menstrual cycle. (Aptec Health)
- Cognitive behavioral therapy for major depression delivered by text. (University of Tennessee, Knoxville)
- An AI platform built around biomarker detection in a home setting. (Swansea University)
- A wearable that acts during sleep, then measures whether it helped. (Vanderbilt University)
- Ambient AI writing the clinical note, and staying HIPAA compliant. (ezScribe LLC)
What are the latest digital health innovations?
The most recently updated digital health technologies on Halo include:
Which companies and suppliers are developing digital health technologies?
There are 1,165 organizations with digital health technologies on Halo, 132 of them universities and research institutions. Among them are Aptec Health, Rice University, VitalSens, and University of Tennessee, Knoxville. Most offer co-development or sponsored research. Sign up to see every organization working in the area and to send them your specific need.
How do I find digital health research partners?
Browsing digital health technologies on Halo is free. Sign up to search the full network and save the ones you want. Post your specific need to get exact matches. Organizations reply directly on the platform.
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