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2017

I Ate This: A Photo-based Food Journaling System with Expert Feedback

Goyal, Shubham, Liu, Qi, Tajul-Arifin, Khairina et al.

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What we eat is one of the most frequent and important health decisions we make in daily life, yet it remains notoriously difficult to capture and understand.

Effective food journaling is thus a grand challenge in personal health informatics.
In this paper we describe a system for food journaling called I Ate This, which is inspired by the Remote Food Photography Method (RFPM).
I Ate This is simple: you use a smartphone app to take a photo and give a very basic description of any food or beverage you are about to consume.

I Ate This: A Photo-based Food Journaling System with Expert Feedback · Around

Built on

Estimates of food quantity and calories: errors in self-report among obese patients
D. Lansky and K. D Brownell. 1982 · 1982
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Nutrition epidemiology: how do we know what they ate?
E Barrett-Connor. 1991 · 1991
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The prevalence and impact of a typical days in 4-day food records
Kristal A. R. Cheney C. L. Craig, M. R. and A. L Shattuck. 2000 · 2000
Earlier work this paper cites.

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The Use of Mobile Devices in Aiding Dietary Assessment and Evaluation. IEEE J. Sel. Top. Signal Process, 756–766
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Q. et al Le. 2012 · 2012
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Factors Related to Sustained Use of a Free Mobile App for Dietary Self-Monitoring With Photography and Peer Feedback: Retrospective Cohort Study
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Effects of Internet behavioral counseling on weight loss in adults at risk for type 2 diabetes: a randomized trial
Cited in the paper.

Then

Rethinking the Mobile Food Journal: Exploring Opportunities for Lightweight Photo-Based Capture
Bales E. Cherry E. Cordeiro, F. and Fogarty. 2015 · 2015
Later among the works it cites.
Exploring Challenges in Food Journaling. ACM Conference on Human Factors in Computing Systems, 1159–1162
F. et al. Barriers Cordeiro and Negative Nudges. 2015 · 2015
Later among the works it cites.

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