Clinical trial Recruiting at 1 site Observational Ages 22 to 40

Measuring how much you eat using 3D scans and photos

Official title: Assessment of Calories in the Diets Using 3D Scanning and a Photographic Method

Run by Shenzhen Institutes of Advanced Technology ,Chinese Academy of Sciences · NCT07371559 · Data updated 2026-11-12

This project will test whether combining 3D plate scans and photographs can accurately measure how much food healthy adults with specific BMIs eat.

Quick facts

Study typeObservational
Ages22 Years to 40 Years
SexAll
Enrollment200 (estimated)
SponsorShenzhen Institutes of Advanced Technology ,Chinese Academy of Sciences
Academic / other
Locations1 site (Shenzhen, Guangdong)
StatusRecruiting
StartedJanuary 31, 2026
Main results expectedDecember 31, 2026
Study endsDecember 31, 2026
Registry record updatedJanuary 28, 2026
Trial IDNCT07371559 on ClinicalTrials.gov

Is this trial a fit for you?

Likely a good fit

Ideal participants are adults with BMI in the specified ranges (healthy underweight 15 < BMI ≤ 18.5 or normal 21.5 ≤ BMI < 25), able to choose food as requested, and without metabolic disease, diabetes, pregnancy, eating disorders, recent disease-related weight loss, or ongoing weight-loss treatment.

Probably not a fit

People with metabolic diseases, diabetes, infectious diseases, eating disorders, recent disease-related weight loss, ongoing weight-loss treatment, or who are pregnant or breastfeeding are excluded and unlikely to benefit from participation.

A plain-English reading of the study's rules. Only the study team can confirm whether you qualify.

What this trial studies

The project will recruit 200 volunteers who will be given food and allowed to choose items according to their usual eating habits. Researchers will take 3D scans and photographs of each participant's plate before and after eating. Images will be processed with image-recognition software and intelligent applications developed with Astravis (Switzerland) to estimate energy intake per meal. The combined 3D/photo method will be compared with current approaches to improve accuracy of dietary energy measurement in research.

Why it matters

Potential benefit: If successful, this approach could provide researchers and clinicians a more accurate and convenient way to measure calorie intake and support better dietary guidance.

How similar studies have gone: Photo-based image-recognition methods have shown promise for estimating food energy, but combining 3D scanning with photographic methods is relatively new and not yet widely validated.

Who can join: the full rules

Show full inclusion / exclusion criteria
Inclusion Criteria:

Recently measured body mass index (BMI): normal control group (21.5 ≤ BMI \< 25); Recently measured body mass index (BMI): healthy underweight group (15 \< BMI ≤ 18.5); Must be able to choose the food as requested.

Exclusion Criteria:

Metabolic diseases; Recent weight loss due to various disease causes; Ongoing treatment for weight loss; Eating disorders; Pregnant or lactating women; Infectious diseases such as HIV, Hepatitis; Diabetes mellitus.

Where it's running

  • Shenzhen Institute of Advanced Technology
    Shenzhen, Guangdong, China
    Recruiting

Study contacts

Similar studies

Other studies for the same condition or treatment. Recruiting studies are listed first.

  • How foods with different calories affect how full you feel

    This study tests whether foods with different calorie content influence how full people feel, in healthy men.

    Recruiting Shenzhen Institutes of Advanced Technology ,Chinese Academy of Sciences · Shenzhen, Guangdong · NCT07530939

  • How weather and air pollution affect physical activity in Shenyang and Shenzhen

    This project will test whether differences in weather and air pollution change how much physical activity adults aged 18 to 55 do in Shenyang and Shenzhen.

    Recruiting at 2 sites Shenzhen Institutes of Advanced Technology ,Chinese Academy of Sciences · Shenzhen, Guangdong and 1 other locations · NCT07523659

  • Total energy expenditure in healthy Chinese children (7–18) and adults (30–60) measured with doubly labeled water

    Researchers will measure daily energy expenditure using the doubly labeled water method in healthy Chinese children (7–18) and adults (30–60).

    Recruiting Shenzhen Institutes of Advanced Technology ,Chinese Academy of Sciences · Chongqing, Chongqing Municipality and 6 other locations · NCT07178054

  • Measuring energy needs during rehabilitation

    This project will try to use metabolic measurements and machine learning to predict calorie needs for adults recovering from stroke, traumatic brain injury, or major surgery.

    Recruiting Shenzhen Institutes of Advanced Technology ,Chinese Academy of Sciences · Foshan, Guangdong · NCT07056504

  • Total daily energy needs of Chinese children aged 7–13

    We will use a safe isotope method to measure daily energy use and body composition in healthy Chinese children aged 7–13 to help estimate their food needs.

    Recruiting Shenzhen Institutes of Advanced Technology ,Chinese Academy of Sciences · Shenzhen, Guangdonng · NCT07054294

  • Measuring water turnover in Chinese adults using deuterium dilution

    This project will test how quickly Chinese adults replace their body water using a safe deuterium dilution method to help personalize hydration advice.

    Recruiting Shenzhen Institutes of Advanced Technology ,Chinese Academy of Sciences · Beijing, Beijing Municipality · NCT07028021

How to take part

  1. Review the eligibility criteria above with your treating physician.
  2. Check the official listing on ClinicalTrials.gov for the latest contact details and recruitment status.
  3. Contact the study coordinator or principal investigator to ask for pre-screening. Pre-screening is free and never obligates you to enroll.
Last reviewed 2026-11-14 by the Find a Trial editorial team. Information on this page is for educational purposes and is not medical advice. Always consult qualified healthcare professionals about clinical trial participation.