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Testing a neck-worn camera device that tracks eating in daily life

Tests a neck-worn camera with privacy filters in adults, to see how it records eating.

Key facts

Who runs it
Northwestern University
Where
Chicago, United StatesSee the site
Trial code
Registry title
EAT: A Reliable Eating Assessment Technology for Free-living Individuals
Status
Recruiting
People taking part
72 people, planned
Started
4 Sept 2024
Planned end
Oct 2026
Type of study
Interventional, 4 groups
Treatments tested
  • Blur Obfuscation
  • Cartoon Obfuscation
  • Edge Obfuscation
  • No Obfuscation (raw)
Record updated
7 May 2026

Who can take part

AI summary

From the trial's eligibility criteria. Machine-read from the registry text on this page, so it can be wrong. The registry text below and the trial team decide who can take part.

The trial is looking for adults who live in the Chicago area to wear a small neck camera for four active weeks and log their food and drink.

Age
18 years or older
Sex
All sexes can join.

Main reasons for not taking part

  • Pregnant or breastfeeding
  • Weight loss or gain of 25 lbs (11 kg) or more in the last three months
  • Genetic obesity syndrome, or a family history of one (for example Prader-Willi, Bardet-Biedl, Cohen Syndrome)
  • Another member of the household is in the study

The registry criteria, word for word

Show all 10 criteriaShow less

Who can take part

  • BMI greater than or equal to 18.5
  • Chicago metropolitan area resident
  • Able to speak, read and write in English
  • Has a valid phone number
  • Owns a smartphone
  • Has access to a computer

Who cannot take part

  • Diagnosed with or has a family history of genetic obesity syndromes (e.g., Prader-Willi, Bardet-Biedl, Cohen Syndrome)
  • Pregnant or breastfeeding individuals
  • Experienced significant weight loss/gain in the last three months (25 lbs or more)
  • Member of household enrolled in the study

Where in United States

  • Northwestern UniversityChicago, United StatesContact: Nabil Alshurafa, PhDTaking people

About the trial

What the trial wants to find out

This study utilizes a small, privacy-conscious wearable device intended to monitor human behaviors. The device is worn around the neck, capturing the wearer's head and upper torso within its field of view, and records color images without audio. Participants visit the lab for consent, device training and recording of several activities using the device. Participants will then take the device home and wear it during their normal schedules for four "active" weeks. During each active week, participants will wear the device, keep a log of all food and drink items consumed throughout the day and participate in unscheduled phone calls with a dietitian. A "washout" week occurs in between each active week in which participants do not need to complete any study tasks. Alongside the device, we have included three privacy filters (blur, edge, and avatar) capable of obscuring faces and objects seen in the device-captured images. All participants will be subject to unfiltered recording during their first week followed by a different filter each following active week in a random order. At the start of each active week, participants view an example of what their recorded images will look like that week (given the privacy filter). At the end of the seven weeks, participants will return the device and provide the lab with feedback on the design of the device and its privacy-preserving features.

The 4 groups in the trial

  • Blur ObfuscationTreatment being tested
  • Edge ObfuscationTreatment being tested
  • Cartoon ObfuscationTreatment being tested
  • No Obfuscation (Raw)Treatment being tested

Questions to ask the study team

  1. How often do I need to come in, and for how long each time?
  2. Are travel costs paid?
  3. Can I keep my own doctor?
  4. What happens if I want to stop?

Contact the study team: see the registry record → Contacts and Locations

Print a page for my doctor

Data and sources

Registry record
Listed on ClinicalTrials.gov.
Official title
EAT: A Reliable Eating Assessment Technology for Free-living Individuals
Plain-language title
Testing a neck-worn camera device that tracks eating in daily lifeGenerated from the registry record. The registry title is the official one.
AI summary
From the trial's eligibility criteria. Read by machine on 12 November 2026.
Record updated
7 May 2026