Assessing real-life food consumption in hospital with an automatic image recognition device: A pilot study

This pilot study demonstrates an AI-based system to assess food types and portions in a hospital setting. Further improvements are necessary before the system can be reliably used in direct patient care.

Authors

Institutions

Publication Details

Journal
Clinical Nutrition ESPEN
Published
2025-05-17
DOI
https://doi.org/10.1016/j.clnesp.2025.05.017
Citations
3
Primary Topic
Nutritional Studies and Diet
Type
article
Field-Weighted Citation Impact
5.64

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Assessing real-life food consumption in hospital with an automatic image recognition device: A pilot study

Cécile Betry, Joris Giai, Laura Albaladejo, R. Baude et al.
3 citations
Clinical Nutrition ESPEN
Nutritional Studies and Diet
5.64
article

Assessing real-life food consumption in hospital with an automatic image recognition device: A pilot study

Cécile Betry, Joris Giai, Laura Albaladejo, R. Baude, Jean-Luc Bosson, Cyril Deronne
article en
3 citations

Abstract

This pilot study demonstrates an AI-based system to assess food types and portions in a hospital setting. Further improvements are necessary before the system can be reliably used in direct patient care.

Clinical Nutrition ESPENVol. 68
Centre National de la Recherche Scientifique (FR), Inserm (FR), Centre Hospitalier Universitaire de Grenoble (FR), Techniques of Informatics and Microelectronics for Integrated Systems Architecture (FR), Centre d’Investigation Clinique Innovation Technologique de Nancy (FR), SC Solutions (United States) (US), Translational Innovation in Medicine and Complexity (FR), Université Grenoble Alpes (FR)
Société Française de Nutrition Entérale et Parentérale
Zero hunger
Openalex Percentile: Top 5%
Nutritional Studies and Diet
5.64
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.