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Dietary Assessment Study Via Digital Images

2020年11月13日 更新者:Hollie Raynor、The University of Tennessee, Knoxville

Validation Study of a Passive Image-Assisted Dietary Assessment With Automated Image Analysis Process

The purpose of this investigation is to validate a passive image-assisted dietary assessment method using images taken by Sony Smarteyeglass and an automatic image analysis software, DietCam, to identify food items and estimate portion sizes. Participants will be randomized into one of the two orders of meals (Order 1 and 2). In each meal, participants will be given a meal that includes a regular-shaped single food (i.e., cookie), an irregular-shape single food (i.e., ice cream), a regular-shaped mixed food (i.e., sandwich), and irregular-shaped mixed food (i.e., pasta dish).

調査の概要

詳細な説明

All participants will be asked to come to Healthy Eating and Activity Laboratory for 1, 30-minute screening session, and then for 2, 40-minute meal sessions, with approximately one week occurring between each session. Sessions will be scheduled between 11:00am and 5:00pm, Monday to Friday. During the screening session, interested participants will sign the consent form. After signing the consent from, eligibility will be confirmed by taking height and weight measures. Participants will also be given questionnaires related to demographics. Prior to the start of the first meal session, eligible participants will be randomized to one of the two orders (Order 1 and 2), using a random numbers table. Participants will be instructed for the meal sessions to stop eating a minimum of two hours prior to the scheduled meal sessions and only consume water during that period.

During both meal sessions, instructions on how to use Sony Smarteyeglass will be provided to participants. These instructions will include how to wear and use the eyeglasses. Participants will be instructed that, after putting on the Smarteyeglass, to initiate the recording via the controller of the Sony Smarteyeglass. After the recording is initiated and prior to starting to eat, participants will be instructed to look at each provided food at the table. Then, participants will also be instructed to turn their head toward the left shoulder, look at each food from the side, and then repeat the same step for turning their head toward the right shoulder. Participants will be asked to start the meal by taking one bite of each provided food. For the first bite of each food, participants will be instructed to hold the food, either in their hand or on a fork or spoon (depending on the food), approximately 12 inches in front of the eyeglasses and to look at the food. Following taking the first bite of each provided food, participants will be instructed to eat normally until satisfied. Participants will be given 30 minutes to eat. The investigator will leave the room while the participant is eating. The investigator will check in with participants every 10 minutes. At the end of 30 minutes, participants will be instructed to again look at each provided food on the table at three different angles (looking straight at each food, from left side and the right side) following the exact same procedure at the beginning of the meal.

On the day following each meal session, participants will be called to complete a 24-hour dietary recall, which will take 20 minutes to complete. Instructions will be provided to participants at the end of each meal session about how to complete the dietary recall and a two-dimensional visual aid will be provided to aid participants in estimating the consumed portions for each food and beverage item consumed.

The second meal session will follow the same procedure as the first session. At the end of second meal session, participants will be asked to complete a questionnaire to provide feedback on their use of the Sony Smarteyeglass.

For the first and second meal session, the meals will contain foods that are categorized into two food shapes (Regular and Irregular) and two food complexities (Single food and Mixed food). Each meal will contain four foods with the four foods representing the four potential food categories (regular-shaped single food, irregular-shaped single food, regular-shaped mixed food, irregular-shaped mixed food). Along with the four foods, participants will be given 20oz of water in each meal session. Foods will be weighed prior to being provided to participants and the amount provided to participants will be within +/- 3g of the amount calculated. Mixed foods will be broken down into their individual food components and measured. Each meal will provide approximately 50% of daily estimated energy need for each sex. The Estimated Calories Needed Per Day for males and females aged 19 to 35 years are 2450 kcal/day and 1900 kcal/day, respectively. Thus, each meal will provide approximately 1225 kcal for males and 950 kcal for females. Each food will provide approximately 25% of the energy for each meal.

研究の種類

介入

入学 (実際)

30

段階

  • 適用できない

連絡先と場所

このセクションには、調査を実施する担当者の連絡先の詳細と、この調査が実施されている場所に関する情報が記載されています。

研究場所

    • Tennessee
      • Knoxville、Tennessee、アメリカ、37996
        • Healthy Eating and Activity Laboratory, University of Tennessee

参加基準

研究者は、適格基準と呼ばれる特定の説明に適合する人を探します。これらの基準のいくつかの例は、人の一般的な健康状態または以前の治療です。

適格基準

就学可能な年齢

18年~65年 (大人、高齢者)

健康ボランティアの受け入れ

いいえ

受講資格のある性別

全て

説明

Inclusion Criteria:

  • between the ages of 18 and 65 years;
  • body mass index (BMI) 18.5 to 24.9 kg/m2;
  • no food allergies/intolerance to foods used in the investigation;
  • report not having a dietary plan or dietary restrictions that prevents consumption of the foods used in the investigation;
  • report a favorable preference for the foods served in the meal, with participants rate each food item 3 on a Likert scale during the phone screen;
  • able to complete all two meal sessions within four weeks of the screening session;
  • are not legally blind without corrected lenses; and
  • are able to eat a meal while wearing the Sony Smarteyeglass.

Exclusion Criteria:

  • wear electronic medical devices such as pacemakers and implantable defibrillators

研究計画

このセクションでは、研究がどのように設計され、研究が何を測定しているかなど、研究計画の詳細を提供します。

研究はどのように設計されていますか?

デザインの詳細

  • 主な目的:ふるい分け
  • 割り当て:ランダム化
  • 介入モデル:階乗代入
  • マスキング:独身

武器と介入

参加者グループ / アーム
介入・治療
実験的:Meal Order 1
Meal A will be served to participant in meal session 1 and Meal B in meal session 2.

Participant will be wearing Sony Smarteyeglass to record digital images while eating meal A in the laboratory

Meal A:

Turkey and Provolone Cheese Sandwich [whole wheat bread 52g(female & male), Turkey 70g(female) & 133g(male), Provolone cheese 23g(female & male), tomato 50g(female & male), lettuce 45g(female & male)]; Chicken and wild rice [chicken 98g(female & male), wild rice 71g(female) & 107g(male)]; chocolate chips cookies [44g(female) & 60.5g(male)]; potato chips [39g(female) & 52g(male)].

Participant will be wearing Sony Smarteyeglass to record digital images while eating meal B in the laboratory

Meal B:

Ham & Cheddar cheese wrap [Tortilla 45g(female & male), Ham deli 76g(female) & 103g(male), cheddar cheese 21g(female) & 32g(male), Spring Mix 36g(female & male), Fat Free ranch dressing 29g(female & male)]; Pasta with broccoli and Alfredo sauce [Pasta 91g(female) & 121g(male), Broccoli 66g(female & male), Alfredo sauce 38g(female) & 50g(male)]; Chocolate Ice-cream [107g(female), 138g(male)]; Red seedless grapes [365g (female), 471g(male)].

実験的:Meal Order 2
Meal B will be served to participant in meal session 1 and Meal A in meal session 2.

Participant will be wearing Sony Smarteyeglass to record digital images while eating meal A in the laboratory

Meal A:

Turkey and Provolone Cheese Sandwich [whole wheat bread 52g(female & male), Turkey 70g(female) & 133g(male), Provolone cheese 23g(female & male), tomato 50g(female & male), lettuce 45g(female & male)]; Chicken and wild rice [chicken 98g(female & male), wild rice 71g(female) & 107g(male)]; chocolate chips cookies [44g(female) & 60.5g(male)]; potato chips [39g(female) & 52g(male)].

Participant will be wearing Sony Smarteyeglass to record digital images while eating meal B in the laboratory

Meal B:

Ham & Cheddar cheese wrap [Tortilla 45g(female & male), Ham deli 76g(female) & 103g(male), cheddar cheese 21g(female) & 32g(male), Spring Mix 36g(female & male), Fat Free ranch dressing 29g(female & male)]; Pasta with broccoli and Alfredo sauce [Pasta 91g(female) & 121g(male), Broccoli 66g(female & male), Alfredo sauce 38g(female) & 50g(male)]; Chocolate Ice-cream [107g(female), 138g(male)]; Red seedless grapes [365g (female), 471g(male)].

この研究は何を測定していますか?

主要な結果の測定

結果測定
メジャーの説明
時間枠
Weighed Food Intake
時間枠:Meal session 1 and 2 within 4 weeks of initial screening session
Before and after each meal session, each food items will be weighed to the nearest tenth of a gram using an electronic food scale. Assessing the weight change of food intake.
Meal session 1 and 2 within 4 weeks of initial screening session
DietCam
時間枠:Meal session 1 and 2 within 4 weeks of initial screening session
DietCam is developed by Dr. JinDong Tan and colleagues and is an application designed to automatically recognize foods and estimate volumes of a meal from images or videos without any reference objects. In this investigation, DietCam will be used to identify food items with different shapes (Regular vs Irregular) and complexities (Single food vs Mixed food). DietCam will also be used to estimate volume of foods in the unit of cubic meters (m3). Results of volume estimation of foods from DietCam will be entered to NDS-R to convert to commonly used measurements. Assessing weight change of food intake.
Meal session 1 and 2 within 4 weeks of initial screening session
24-hour Dietary Recall
時間枠:The following day of meal session 1 and 2 within 4 weeks of initial screening session
On the following day of each meal session, the investigator will ask the participant to recall their dietary intake by having the participant reporting all foods and beverages consumed and the time in which they consumed these items within the past 24 hours. Participants will be asked what time of day the foods and beverages were consumed and will be shown two-dimensional food shapes to help with estimating portion sizes. Only dietary intake for the meal session will be entered into NDS-R to convert to commonly used measurements.
The following day of meal session 1 and 2 within 4 weeks of initial screening session

二次結果の測定

結果測定
メジャーの説明
時間枠
Sony Smarteyeglass
時間枠:During Meal session 1 and 2 within 4 weeks of initial screening session
Digital images will be recorded during each meal session using Sony Smarteyeglass. Number of blurred images and times that Sony Smarteyeglass fail to capturing images will be documented.
During Meal session 1 and 2 within 4 weeks of initial screening session
Participants' Feedback
時間枠:Meal session 2 within 4 weeks of initial screening session
At the end of last meal session, participants will be asked to complete a questionnaire regarding their experience on using Sony Smarteyeglass. A total of six structured questions will be included in the questionnaire and each question will be associated with an open-ended question. Structured questions will consist of a five-scale rating regarding ease of use, clearness of instructions, satisfaction, likelihood, and comfortableness. Percentages of participants answering in responses to each structured question will be tabulated and open-ended questions will be summarized.
Meal session 2 within 4 weeks of initial screening session

協力者と研究者

ここでは、この調査に関係する人々や組織を見つけることができます。

捜査官

  • 主任研究者:Tsz-Kiu Chui、University of Tennessee

出版物と役立つリンク

研究に関する情報を入力する責任者は、自発的にこれらの出版物を提供します。これらは、研究に関連するあらゆるものに関するものである可能性があります。

一般刊行物

研究記録日

これらの日付は、ClinicalTrials.gov への研究記録と要約結果の提出の進捗状況を追跡します。研究記録と報告された結果は、国立医学図書館 (NLM) によって審査され、公開 Web サイトに掲載される前に、特定の品質管理基準を満たしていることが確認されます。

主要日程の研究

研究開始 (実際)

2017年8月3日

一次修了 (実際)

2018年8月3日

研究の完了 (実際)

2020年6月3日

試験登録日

最初に提出

2017年8月10日

QC基準を満たした最初の提出物

2017年8月26日

最初の投稿 (実際)

2017年8月30日

学習記録の更新

投稿された最後の更新 (実際)

2020年11月16日

QC基準を満たした最後の更新が送信されました

2020年11月13日

最終確認日

2020年11月1日

詳しくは

本研究に関する用語

その他の研究ID番号

  • UTK IRB-17-03829-XP

個々の参加者データ (IPD) の計画

個々の参加者データ (IPD) を共有する予定はありますか?

いいえ

医薬品およびデバイス情報、研究文書

米国FDA規制医薬品の研究

いいえ

米国FDA規制機器製品の研究

はい

米国で製造され、米国から輸出された製品。

いいえ

この情報は、Web サイト clinicaltrials.gov から変更なしで直接取得したものです。研究の詳細を変更、削除、または更新するリクエストがある場合は、register@clinicaltrials.gov。 までご連絡ください。 clinicaltrials.gov に変更が加えられるとすぐに、ウェブサイトでも自動的に更新されます。

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