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RecruitingLast updated: 8 May 2026

WEARABLES: Does a wearable device (like a smartwatch) help spot signs of infection early in children receiving cancer treatment?WEARABLES: Wearable Technology and Machine Learning for Early Detection and Risk Assessment of Unacceptable Toxicities in a Paediatric Oncology Cohort

Trial purpose

Medical clipboardSide effect and wellbeing

Tumor type

Multi-Cancer Multi-Cancer

Age

People5 - 18

Trial acronym

WEARABLES

Clinical summary

Summary

Treatments for childhood cancer have improved greatly, and today more than 80% survive their cancer in developed countries. However, these treatments can also cause side effects that may affect a child's health during and after treatment.

Infections are very common during cancer treatment and affect up to 90% of children. In some cases, infections can become very serious and lead to a condition called septic shock, which can be life-threatening. Getting antibiotics quickly - ideally within one hour of a fever starting - can make a big difference to outcomes. Delays can lead to longer hospital stays, admission to intensive care, and more complications.

Changes in the body, such as heart rate or temperature, can happen up to three days before a fever starts. This means there may be an opportunity to detect infection earlier and start treatment sooner.

This study aims to explore whether a wearable device (like a smartwatch) can help spot early signs of infection in children receiving cancer treatment. By collecting body data and using computer programs (machine learning) to look for patterns, researchers hope to improve early detection of infection and reduce illness and distress for children and their families in the future.

How does it work?
This is a silent pilot study, which means it does not change the child's medical care and the goal is to collect information to help build a prediction tool for future studies.

Who can take part?
Children and young people aged 5 to 18 years with a new cancer diagnosis who are currently receiving treatment at the Royal Children's Hospital in Melbourne. They must have access to an iPhone, either their own or a parent/guardian's phone.

What happens if you take part?

  • After consent, the child will be given a wearable device, which will be paired with an iPhone
  • The WEARABLES app will be installed on the phone
  • The wearable will collect body measurements (such as heart rate and activity) automatically
  • The child will wear the device for 4 weeks
  • Once a week, a short survey will be sent asking about symptoms or any hospital visits for infection
  • At the end of the 4 weeks, there will be a final survey asking about the experience of wearing the wearable

What happens after the study?
Involvement in the study finishes after the 4-week period. The information collected will be used to help develop a computer model that may predict infection earlier. This model will be tested in a future study.

Conditions

This trial is treating people with cancer who are receiving treatment at the Royal Children's Hospital

Eligibility

Inclusion

  • Paediatric, adolescent or young adult diagnosis of cancer AND receiving therapy placing them at risk of infection
  • Receiving cancer treatment at The Royal Children's Hospital
  • Patients aged 5-18 years at time of the eligibility screening
  • If aged < 16 years, parent or guardian able to provide consent
  • iPhone 8 or later (iOS must be up to date/updated at time of enrolment)
  • At least 10MB of iPhone storage for WEARABLES app and data collection.
  • Willing and able to wear a wearable device for a period of 4 weeks (during waking hours).
  • Consent to data being shared to the WEARABLES app (owned by the research team).

Exclusion

  • <5 years of age.
  • <16 years of age without guardian or parent consent.
  • Aged 16-18 and unable to provide consent.
  • Participant did not consent to wearing Apple Watch for a period of 4 weeks.

Inclusion

  • You are currently receiving treatment for your cancer.
Message

Clinical trials have complex eligibility criteria, and other criteria may apply for this trial. Ask your doctor about whether this trial could be right for you.

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More information

Trial Identifiers

Information on this page is partially produced from ClinicalTrials.gov *. View further details about this trial on the registry via the links below:

Trial sponsor

Murdoch Childrens Research Institute

Scientific Title

WEARABLES: Wearable Technology and Machine Learning for Early Detection and Risk Assessment of Unacceptable Toxicities in a Paediatric Oncology Cohort

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