Remote patient monitoring · IoMT

Health monitoring at home, data goes straight to the doctor

Connect smart medical devices (IoMT) to the MedAgents operating platform: readings sync automatically into the record, alerts follow the thresholds the doctor sets, and the care team can intervene in time.

Watches, monitors, remote ECG
Passive in-home sensors
Alerts based on personal thresholds
Ready to take part in IoMT design

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MedAgents clinic portal: patient records with end-to-end vital sign charts

MedAgents clinic portal interface

IoMT ecosystem

IoMT ecosystem: connecting the home, the patient and the care team on one platform

Smart medical devices, environmental sensors and personal care robots all connect through an in-home AI Box. Data is collected passively and continuously into MedAgents, where AI Agents analyze it and coordinate in both directions: sending alerts and summaries to doctors, reminders and care suggestions to patients, and reconfiguring devices when the treatment plan changes.

In the patient's home

The indoor living environment — Environmental sensors

A family healthcare robot connected to the AI Box and measuring devices — Robots & measurement devices

AI BoxCollects data at home, runs edge AI processing, takes commands from MedAgents

MedAgents · AI coordination center

Multi-source collectionIoMT devices, robots, the MedAlly app, visit records
Standardization & consolidationFHIR R4 · right patient · right time
The AI Agents team
- MonitoringFollow measurements continuously and identify trends
- AlertsSeverity classified against the thresholds the doctor sets
- CarePersonalized reminders and suggestions for patients
- CoordinationAssign tasks to the team and send commands to devices
Two-way coordinationDevice ⇄ MedAgents ⇄ doctor, patient

Doctor · Clinic portalTrack progress, receive alerts and adjust the treatment plan.

clinic.medagents.vn

The Records and results screen on the MedAlly website: lab result tables, charts of measurements across visits and a visit summary

Patients & families · MedAlly appHealth measurements, reminders, and care suggestions; feedback directly in the app or through the robot.

Passive monitoring platform

Passive monitoring

The indoor living environment

Goal: Wall-mounted sensors monitor living conditions and daily activity, supporting patient care at home.

Features

Temperature, humidity, and air quality
Motion detection and daily activity patterns
Alerts for anomalies such as a long period without movement
No camera required, privacy protected

Benefits

Detect irregularities in daily activity early, without a camera
Peace of mind for family when the patient is home alone
The care team understands the patient's living context

The connected home hub

Home care center

AI Box – family health care robot

Objective: a home assistant that connects every measurement device while also conversing, sending reminders, and linking the family with the healthcare facility.

Features

A gateway that gathers data from the devices in the home
Voice conversation in Vietnamese
Medication reminders, measurement prompts, follow-up appointments
Video call family or the doctor in one tap

Benefits

Older adults can use voice without operating the phone
Family and doctor connect quickly when needed
All home devices in one place

Measurement devices connected through the AI Box

Every measurement updates passively and continuously

Wearables

Smartwatch

Goal: Continuously monitor vital signs and daily activity without the patient having to take the measurements themselves.

Features

Continuous heart rate and SpO₂
Sleep, steps, activity
Fall detection on supported device models
Background sync through the MedAlly app

Benefits

Continuous data, day and night
Early detection of changes in heart rate and SpO₂
Patients do not have to remember to take measurements

Home measuring devices

Smart blood pressure monitor

Goal: Bring home blood pressure readings into the record accurately and for the right patient, with no manual transcription or photographs.

Features

Syncs automatically after every measurement
Linked to the correct patient record
Against the thresholds the doctor sets
Measurement reminders on the care plan schedule

Benefits

Accurate home measurements, with no manual transcription
The doctor sees blood pressure trends between visits
More timely treatment adjustments

Remote cardiology

Remote electrocardiogram

Goal: Record ECGs outside the hospital for a doctor to read, detecting arrhythmias that do not appear during the visit.

Features

Handheld ECG or chest patch
Records events as symptoms occur
Send the original transcript for the doctor to read
Stored with the record for comparison over time

Benefits

Records an arrhythmia at the moment symptoms occur
The doctor reads the original recording remotely
Fewer trips to the healthcare facility

Passive monitoring

Passive body temperature monitoring

Goal: A patch that measures temperature continuously, detecting fever early without the patient having to take readings.

Features

Continuous measurement day and night
Fever alerts by threshold
Hourly heatmap
Does not disturb sleep

Benefits

Early fever detection, including at night
Without disturbing the patient's sleep
Supports post-surgical monitoring at home

Home measuring devices

Smart digital scale

Goal: Track weight and body composition regularly, detecting abnormal weight gain early.

Features

Weight, with BMI calculated automatically
Body composition on supported scale models
Automatic sync with correct user identification
Trend charts by week and month

Benefits

Detecting rapid weight gain from fluid retention
Tracks nutrition and weight-loss progress
Automatic sync, no manual logging

An older adult talking with a care robot that gives medication reminders

Specialized care

Supporting older adults with memory decline

Goal: Support older adults with memory decline in living more safely, and give families and caregivers peace of mind.

Features

Daily reminders by voice and images
Conversation and cognitive stimulation exercises
Anomaly detection: no movement, leaving the house at night
Notify the family member and the assigned nurse

Benefits

Patients go about daily life more safely and more actively
Less monitoring pressure on caregivers
Timely alerts when something is abnormal

Made to order

Custom IoMT development

Goal: Design dedicated devices and integrations for the specific needs of a healthcare facility or partner.

Features

Hardware and firmware design
Data transport and security protocols
Built-in connection to the MedAgents platform
Supports device technical documentation

Benefits

Devices matched to specific clinical needs
Prebuilt platform connections for a faster rollout
One partner from design through operations

Device images are for illustration. The list of compatible devices and the connection method are confirmed for each project.

Centralized operations

One tracking board, prioritizing the patients who need it

The care team does not have to review every measurement. The system orders patients by how much attention they need; the doctor decides the next step.

Alert thresholds are set by the doctor for each individual patient
Alert routing: nurse, attending doctor, family member
Detect disconnected devices and missed measurements so reminders can be sent
Every measurement is stored as a FHIR Observation, with AuditEvent and Provenance

The MedAgents clinic portal Overview screen with the Needs attention queue

Partnering on IoMT design

Need dedicated devices? Ready to take part in the design work with you

MedAgents is ready to take part in designing IoMT devices and connecting their data to the operating platform using the FHIR standard.

01Needs discoveryThe measurements required, who will use them, and the installation environment.
02DesignHardware, firmware, transmission protocols, and data security.
03Platform connectionBring data into MedAgents to the FHIR standard and configure alerts.
04Pilot & handoverReal-world pilot, refinement, and support with device technical documentation.

Used in care programs

Remote patient monitoring for each patient cohort

HypertensionHome blood pressure monitor

Heart failureWeight, blood pressure, ECG

Postoperative careBody temperature, surgical wound, pain

Older adults at risk of fallsSmartwatch and in-home sensors

FAQ

Frequently asked questions

Can a clinic use the devices it already has?

Yes, if the device provides a way to export data (API, standard Bluetooth, files). The technical team tests the connection for each device before rollout.

Who monitors alerts?

The facility assigns the nurses and doctors on duty by shift. The system triages alerts by severity; the doctor decides on any intervention.

Does remote patient monitoring replace emergency care?

No. Remote patient monitoring supports early detection; in an emergency the patient needs to call 115 or go to the nearest healthcare facility.

Where is the list of compatible devices?

The device list and the connection methods are confirmed per project during the discovery session.

Bring care into the patient's home

Share your patient cohorts and the measurements to be monitored, and MedAgents will propose suitable devices and operating practices.

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Compliance commitment

Data stored on infrastructure in Vietnam
Meets National Prescription data exchange requirements
Law 91/2025/QH15 · NĐ 356/2025
Information security level 3+ · HIPAA

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