Vital Signs

by LIO Health  · Based in United Kingdom → — A new chapter in mental health care
Critical Care Emergency Medicine Hospital Medicine
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Overview

Oxehealth’s Vital Signs is a software medical device that operates as part of the Oxevision platform, providing contact-free, remote patient monitoring. It utilizes optical sensors and proprietary algorithms, leveraging deep learning, computer vision, and signal processing techniques, to measure vital signs such as pulse rate and breathing rate. The system also monitors patient activity and behavior, generating real-time alerts and comprehensive reports. Designed for fixed installation in single-occupancy rooms within various healthcare settings, including mental health facilities, acute hospitals, and long-term care, Oxevision aims to enhance patient safety, improve care quality, and increase operational efficiency by providing clinicians with objective data and insights. It is intended for use by appropriately trained staff and should not be the sole method for checking a subject’s physical health.

Reviewed by Pouyan Golshani, MD — Interventional Radiologist

Key Features

  • Contact-free pulse rate measurement
  • Contact-free breathing rate measurement
  • Automated activity alerts (e.g., out of bed, falls, room entry)
  • Secure, time-limited on-demand video feed for verification
  • Automated activity reports and vital signs trends
  • Personalization of risk-based notifications
  • Infrared vision for monitoring in all light conditions
  • Secure access via tablets and nursing station screens
  • Exportable reports for integration into electronic patient records
  • Continuous safety monitoring

Use Cases

  • Remote patient monitoring in mental health facilities
  • Monitoring in nursing homes and long-term care facilities
  • Acute hospital care
  • Reducing falls and self-harm incidents
  • Supporting care for vulnerable and elderly people
  • Monitoring patients in seclusion or restraint

What Physicians Need to Know

Key Capabilities
LIO Vital Signs offers contactless monitoring of vital signs (pulse rate and estimated breathing rate), sleep patterns, and patient activity using a patented infrared system. It provides real-time alerts for risks like falls, self-harm, and blindspots, and supports digital rounding with automated notifications for observations. The platform also includes compliance reporting and tools for operational oversight.
Clinical Utility
The tool is designed for inpatient mental health settings to enhance patient safety, improve staff efficiency, and provide precision physical health monitoring. It aims to reduce self-harm incidents, falls, and assaults, while also increasing the accuracy of vital sign measurements and improving patient experience by minimizing nighttime disturbances.
Integration Options
LIO Vital Signs is designed to integrate seamlessly with Electronic Health Record (EHR) systems.
Compliance Status
LIO's vital signs software is a registered medical device (Class IIa in the UK and Europe) and its sleep software is also a registered medical device. The platform is built to align with national regulatory standards, including those from the CQC, HIS, HIQA, and MHC. It has multiple public FDA clearance entries under the Oxehealth Vital Signs lineage.
User Experience
Staff have reported that the tool is easy and intuitive to use, with a user acceptance rate of 78%. It streamlines workflows, reduces documentation errors, and allows staff to spend more time on therapeutic care. Patients benefit from fewer nighttime disruptions and a calmer environment.
Implementation Complexity
Implementation is designed to be quick and minimally disruptive, with typical unit installation taking approximately 1-2 weeks.
Evidence Base
The effectiveness of LIO Vital Signs is supported by peer-reviewed research and real-world implementation data. Studies have shown significant reductions in self-harm (39-44%), falls (37-48%), and assaults (21-37%), as well as a 12.3-fold increase in accurate vital sign measurements.
Physician Tip

LIO Vital Signs is particularly beneficial for inpatient mental health settings, offering a non-invasive way to continuously monitor patients without disturbing their sleep or requiring wearable devices. Physicians should leverage the real-time alerts and comprehensive data on vital signs, sleep, and activity to inform clinical decisions, tailor care plans, and intervene proactively to prevent adverse events. While the system provides valuable insights, it's crucial to remember that it does not generate alerts for vital signs directly, and clinical judgment remains paramount; in-person assessment is always necessary if there are concerns regarding accuracy or clinical presentation.

LIO Vital Signs is designed for seamless integration with existing Electronic Health Record (EHR) systems, allowing for automatic upload of digitally timestamped observation records. This integration helps to streamline workflows, reduce administrative burden, and ensure data consistency across the healthcare system.

Details

Category Triage & ER/ICU AI, Wearables & Remote Monitoring (RPM)
Pricing Unknown
Compliance
BAA AvailableUnknown
HIPAA CompliantUnknown
FDA Status Unknown
Integrations
EHR Not specified
Specialties Critical Care, Emergency Medicine, Hospital Medicine

What the Web Says

Lio Health's "Vital Signs" platform, formerly Oxehealth, is a vision-based patient monitoring and management system designed for inpatient mental health settings. It uses AI-powered ambient sensors and FDA-cleared software to remotely monitor patients, providing contactless measurement of vital signs, sleep patterns, and activity. The system aims to improve patient safety, enhance patient experience by reducing disturbances, and increase staff efficiency by digitizing observations and providing real-time insights.

Overall: Positive

Strengths

  • Contactless vital sign measurement and sleep monitoring reduce patient disturbance and improve sleep quality.
  • Improved patient retention due to a better patient experience and less interrupted sleep.
  • Increased capacity for high-acuity care, as staff feel more comfortable taking on complex cases with continuous monitoring.
  • Significant reduction in safety incidents such as self-harm, falls, and assaults.
  • Enhanced staff efficiency, saving time on administrative tasks and allowing more meaningful patient interactions.
  • Real-time compliance reporting and data-driven insights for better decision-making and resource allocation.

Limitations

  • Concerns about the ethical and lawful use of the technology as a blanket surveillance tool, potentially exacerbating issues of understaffing and lack of consent.
  • Potential for over-reliance on the technology, with warnings that in-person review is mandatory in certain situations and LIO should not delay emergency intervention.
  • The system may not accurately measure vital signs if the patient is moving or obscured.
  • Some Reddit reviews for a product also named Lio (a diffuser, not the health platform) indicate issues with product performance, customer service, and unverified safety claims.
  • Capterra reviews for a product named Lio (a data management tool, not the health platform) show concerns about data security and synchronization.
  • Nurses may distrust continuous monitoring data and resort to manual measurements if they are concerned about accuracy.

Based on reviews from: liohealth.com, reddit.com, globenewswire.com, website-files.com, pitchbook.com, hlth.com, nsun.org.uk, rdash.nhs.uk, chatppg.com, nih.gov, northwell.edu, capterra.com

Last updated: 2026-10-31

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Press & Coverage

HLTH
LIO Launches Next-Generation Inpatient Mental Health Platform with Advanced Rounding, Monitoring, and Compliance Tools
LIO, formerly Oxehealth, launched a new platform for inpatient mental health services, featuring digital rounding, ambient monitoring, and compliance tools. The platform uses a patented infrared system for contactless measurement of sleep patterns and vital signs through FDA-cleared software, aiming to enhance patient care and operational efficiency.
2025-08
liohealth.com
LIO Launches Next-Generation Inpatient Mental Health Platform with Advanced Rounding, Monitoring, and Compliance Tools
LIO announced the launch of its new all-in-one platform for inpatient mental health services, featuring a compliance reporting suite, next-generation digital observations, and adaptive monitoring modes. The platform utilizes a unique, patented infrared system to remotely monitor patients, providing contactless measurement of sleep and vital signs through FDA-cleared software.
2025-08
Publicnow
Oxehealth Rebrands as LIO, Launching Next-Gen Platform to Transform Inpatient Mental Health Care
Oxehealth relaunched as LIO, unveiling a next-generation operating platform for mental health hospitals, integrating ambient monitoring, digital observations, and management insights. The platform is designed to enable safer, more personalized care and will begin rolling out in the UK from 2026.
2025-08
GlobeNewswire
LIO Launches Next-Generation Inpatient Mental Health Platform with Advanced Rounding, Monitoring, and Compliance Tools
LIO, formerly Oxehealth, announced the launch of its new all-in-one platform for inpatient mental health services, which includes advanced rounding, monitoring, and compliance tools. The platform uses a patented infrared system for contactless measurement of sleep and vital signs through FDA-cleared software.
2025-08
liohealth.com
LIO eObs: The next generation of digital observations
LIO's next-generation digital observations tool streamlines safety rounds in mental health nursing, aiming to free up staff time for patient care and ensure audit readiness. This observation feature is part of the broader LIO operating platform, which seamlessly connects with ambient monitoring to provide medical-grade vital sign and sleep data without intrusive devices.
2025-10
liohealth.com
LIO: The gold standard in mental health care
LIO's platform combines eObs with AI-powered ambient sensors for 24/7 safety, including contactless vital signs and sleep monitoring. It allows for remote spot-check vital signs without disturbing patients and provides real-time safety alerts for proactive prevention.
unknown
liohealth.com
LIO eObs: The next generation of digital observations
LIO's next-generation digital observations tool streamlines safety rounds, helping teams document observations in mental health nursing up to 50% faster, freeing up thousands of hours annually for patient care. This tool is part of the LIO operating platform, which integrates digital observations, ambient monitoring, and management insights.
2025-10
liohealth.com
LIO: The gold standard in mental health care
LIO's platform offers smarter rounding, proactive interventions with real-time ambient alerts, and a superior patient experience by verifying night-time patient safety without physical room entries through FDA-cleared contactless vital signs software. The system provides continuous data insights on activity, sleep patterns, and vital signs.
unknown

Videos

Product demos, reviews, and walkthroughs for Vital Signs.

View all on YouTube

Frequently Asked Questions

LIO's Vital Signs functionality is designed to complement existing protocols by providing contactless spot-check vital signs, including pulse and breathing rate, without disturbing patients. This allows for more frequent monitoring, especially at night, and integrates with digital rounding to streamline data capture and reinforce adherence to clinical protocols.
LIO's Vital Signs software is a registered medical device, and its use requires explicit patient consent. It should be used on a case-by-case basis, not as a blanket intervention, and staff must complete required training and annual refreshers. While LIO provides valuable data, in-person assessments and clinical judgment remain paramount, and emergency interventions should not be delayed.
LIO's Vital Signs provides non-invasive spot measurements of pulse rate and estimated breathing rate but does not provide alerts or alarms for vital signs. It should not replace in-person observations, especially in critical situations, and patients must always be assessed in person if there are concerns regarding accuracy or clinical presentation. It is not to be used while a patient is in the en suite bathroom.
Alternatives to LIO's Vital Signs include traditional manual measurements, portable vital sign machines that measure various parameters like ECG, SpO2, and blood pressure, and remote patient monitoring (RPM) devices such as wearable biosensors, connected blood pressure cuffs, pulse oximeters, and continuous glucose monitors. LIO differentiates itself through its contactless, ambient monitoring capabilities, which aim to reduce patient disturbance and integrate with broader digital rounding and compliance reporting.
The provided information does not specify the pricing model for LIO's Vital Signs. However, for medical equipment in general, hospitals and multi-location practices may qualify for GPO, contract, and volume pricing.
LIO's Vital Signs software is intended for non-invasive spot measurements of pulse rate (50 to 130 ± 3 beats per minute) and estimated breathing rate (8 to 39 ± 2 breaths per minute). While it is FDA-cleared software, the system does not generate alerts for vital signs, including high or low pulse or breathing rates, nor for the cessation of vital signs.

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Suggest an Edit → | Report an issue | Last Verified: 2026-04-18 | First Added: 2026-04-18

Investors who backed Vital Signs

Funded through the company that built this tool.

UPMC Enterprises
Corporate VC T1
Pittsburgh, United States
UPMC Enterprises is the innovation, commercialization, and venture capital arm of UPMC, the $28 billion Pittsburgh-based nonprofit integrated health care provider and…
AI/ML in Healthcare Biotech
BV Investment Partners
PE T3
Boston, United States
$25M+
BV Investment Partners is a Boston-based middle-market private equity firm with a focus on tech-enabled business services and healthcare information technology. The…
Health IT / Healthcare Software
e2 Ventures
VC T2
Istanbul, Turkey
<$250k
e2 Ventures is an Istanbul-based pre-seed and seed fund providing early-stage financing to Turkish technology startups disrupting traditional industries, with healthcare appearing…
Digital Health
Yaya Capital
VC T3
Zug, Switzerland
$250k-$1M
Yaya Capital is a venture brand with a LinkedIn presence and Crunchbase profile but no website in the provided record, which makes…
Biotech Diagnostics
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