{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,28]],"date-time":"2026-07-28T14:28:30Z","timestamp":1785248910280,"version":"3.55.0"},"reference-count":55,"publisher":"Oxford University Press (OUP)","license":[{"start":{"date-parts":[[2023,7,19]],"date-time":"2023-07-19T00:00:00Z","timestamp":1689724800000},"content-version":"vor","delay-in-days":199,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2023,7,18]]},"abstract":"<jats:title>Abstract<\/jats:title>\n               <jats:p>The increasing prevalence of diet-related diseases calls for an improvement in nutritional advice. Personalized nutrition aims to solve this problem by adapting dietary and lifestyle guidelines to the unique circumstances of each individual. With the latest advances in technology and data science, researchers can now automatically collect and analyze large amounts of data from a variety of sources, including wearable and smart devices. By combining these diverse data, more comprehensive insights of the human body and its diseases can be achieved. However, there are still major challenges to overcome, including the need for more robust data and standardization of methodologies for better subject monitoring and assessment. Here, we present the AI4Food database (AI4FoodDB), which gathers data from a nutritional weight loss intervention monitoring 100 overweight and obese participants during 1 month. Data acquisition involved manual traditional approaches, novel digital methods and the collection of biological samples, obtaining: (i) biological samples at the beginning and the end of the intervention, (ii) anthropometric measurements every 2 weeks, (iii) lifestyle and nutritional questionnaires at two different time points and (iv) continuous digital measurements for 2 weeks. To the best of our knowledge, AI4FoodDB is the first public database that centralizes food images, wearable sensors, validated questionnaires and biological samples from the same intervention. AI4FoodDB thus has immense potential for fostering the advancement of automatic and novel artificial intelligence techniques in the field of personalized care. Moreover, the collected information will yield valuable insights into the relationships between different variables and health outcomes, allowing researchers to generate and test new hypotheses, identify novel biomarkers and digital endpoints, and explore how different lifestyle, biological and digital factors impact health. The aim of this article is to describe the datasets included in AI4FoodDB and to outline the potential that they hold for precision health research.<\/jats:p>\n               <jats:p>Database URL https:\/\/github.com\/AI4Food\/AI4FoodDB<\/jats:p>","DOI":"10.1093\/database\/baad049","type":"journal-article","created":{"date-parts":[[2023,7,19]],"date-time":"2023-07-19T07:01:43Z","timestamp":1689750103000},"source":"Crossref","is-referenced-by-count":53,"title":["AI4FoodDB: a database for\u00a0personalized e-Health nutrition and\u00a0lifestyle through wearable devices and\u00a0artificial intelligence"],"prefix":"10.1093","volume":"2023","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-8919-8687","authenticated-orcid":false,"given":"Sergio","family":"Romero-Tapiador","sequence":"first","affiliation":[{"name":"Biometrics and Data Pattern Analytics Laboratory, Universidad Autonoma de Madrid , Calle Francisco Tomas y Valiente, 11, Campus de Cantoblanco, Madrid 28049, Spain"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3786-7233","authenticated-orcid":false,"given":"Blanca","family":"Lacruz-Pleguezuelos","sequence":"additional","affiliation":[{"name":"Computational Biology Group, Precision Nutrition and Cancer Research Program, IMDEA Food Institute, CEI UAM+CSIC , Carretera de Cantoblanco, 8, Madrid 28049, Spain"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9393-3066","authenticated-orcid":false,"given":"Ruben","family":"Tolosana","sequence":"additional","affiliation":[{"name":"Biometrics and Data Pattern Analytics Laboratory, Universidad Autonoma de Madrid , Calle Francisco Tomas y Valiente, 11, Campus de Cantoblanco, Madrid 28049, Spain"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8182-6784","authenticated-orcid":false,"given":"Gala","family":"Freixer","sequence":"additional","affiliation":[{"name":"GENYAL Platform on Nutrition and Health, IMDEA Food Institute, CEI UAM+CSIC , Carretera de Cantoblanco, 8, Madrid 28049, Spain"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0005-2109-7782","authenticated-orcid":false,"given":"Roberto","family":"Daza","sequence":"additional","affiliation":[{"name":"Biometrics and Data Pattern Analytics Laboratory, Universidad Autonoma de Madrid , Calle Francisco Tomas y Valiente, 11, Campus de Cantoblanco, Madrid 28049, Spain"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0539-7636","authenticated-orcid":false,"given":"Cristina M","family":"Fern\u00e1ndez-D\u00edaz","sequence":"additional","affiliation":[{"name":"GENYAL Platform on Nutrition and Health, IMDEA Food Institute, CEI UAM+CSIC , Carretera de Cantoblanco, 8, Madrid 28049, Spain"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9044-5633","authenticated-orcid":false,"given":"Elena","family":"Aguilar-Aguilar","sequence":"additional","affiliation":[{"name":"GENYAL Platform on Nutrition and Health, IMDEA Food Institute, CEI UAM+CSIC , Carretera de Cantoblanco, 8, Madrid 28049, Spain"},{"name":"Department of Nursing and Nutrition, Faculty of Biomedical and Health Sciences, Universidad Europea de Madrid , Calle Tajo s\/n, Villaviciosa de Odon, Madrid 28670, Spain"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1893-8019","authenticated-orcid":false,"given":"Jorge","family":"Fern\u00e1ndez-Cabezas","sequence":"additional","affiliation":[{"name":"GENYAL Platform on Nutrition and Health, IMDEA Food Institute, CEI UAM+CSIC , Carretera de Cantoblanco, 8, Madrid 28049, Spain"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4012-5548","authenticated-orcid":false,"given":"Silvia","family":"Cruz-Gil","sequence":"additional","affiliation":[{"name":"Molecular Oncology and Nutritional Genomics of Cancer Group, IMDEA Food Institute, CEI UAM+CSIC , Carretera de Cantoblanco, 8, Madrid 28049, Spain"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7737-5562","authenticated-orcid":false,"given":"Susana","family":"Molina","sequence":"additional","affiliation":[{"name":"GENYAL Platform on Nutrition and Health, IMDEA Food Institute, CEI UAM+CSIC , Carretera de Cantoblanco, 8, Madrid 28049, Spain"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0546-2143","authenticated-orcid":false,"given":"Maria Carmen","family":"Crespo","sequence":"additional","affiliation":[{"name":"GENYAL Platform on Nutrition and Health, IMDEA Food Institute, CEI UAM+CSIC , Carretera de Cantoblanco, 8, Madrid 28049, Spain"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6690-5684","authenticated-orcid":false,"given":"Teresa","family":"Laguna","sequence":"additional","affiliation":[{"name":"Computational Biology Group, Precision Nutrition and Cancer Research Program, IMDEA Food Institute, CEI UAM+CSIC , Carretera de Cantoblanco, 8, Madrid 28049, Spain"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1381-6407","authenticated-orcid":false,"given":"Laura Judith","family":"Marcos-Zambrano","sequence":"additional","affiliation":[{"name":"Computational Biology Group, Precision Nutrition and Cancer Research Program, IMDEA Food Institute, CEI UAM+CSIC , Carretera de Cantoblanco, 8, Madrid 28049, Spain"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6338-8511","authenticated-orcid":false,"given":"Ruben","family":"Vera-Rodriguez","sequence":"additional","affiliation":[{"name":"Biometrics and Data Pattern Analytics Laboratory, Universidad Autonoma de Madrid , Calle Francisco Tomas y Valiente, 11, Campus de Cantoblanco, Madrid 28049, Spain"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6343-5656","authenticated-orcid":false,"given":"Julian","family":"Fierrez","sequence":"additional","affiliation":[{"name":"Biometrics and Data Pattern Analytics Laboratory, Universidad Autonoma de Madrid , Calle Francisco Tomas y Valiente, 11, Campus de Cantoblanco, Madrid 28049, Spain"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1439-7494","authenticated-orcid":false,"given":"Ana","family":"Ram\u00edrez de Molina","sequence":"additional","affiliation":[{"name":"GENYAL Platform on Nutrition and Health, IMDEA Food Institute, CEI UAM+CSIC , Carretera de Cantoblanco, 8, Madrid 28049, Spain"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0557-1948","authenticated-orcid":false,"given":"Javier","family":"Ortega-Garcia","sequence":"additional","affiliation":[{"name":"Biometrics and Data Pattern Analytics Laboratory, Universidad Autonoma de Madrid , Calle Francisco Tomas y Valiente, 11, Campus de Cantoblanco, Madrid 28049, Spain"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9526-891X","authenticated-orcid":false,"given":"Isabel","family":"Espinosa-Salinas","sequence":"additional","affiliation":[{"name":"GENYAL Platform on Nutrition and Health, IMDEA Food Institute, CEI UAM+CSIC , Carretera de Cantoblanco, 8, Madrid 28049, Spain"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7268-4785","authenticated-orcid":false,"given":"Aythami","family":"Morales","sequence":"additional","affiliation":[{"name":"Biometrics and Data Pattern Analytics Laboratory, Universidad Autonoma de Madrid , Calle Francisco Tomas y Valiente, 11, Campus de Cantoblanco, Madrid 28049, Spain"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2310-2267","authenticated-orcid":false,"given":"Enrique","family":"Carrillo de Santa Pau","sequence":"additional","affiliation":[{"name":"Computational Biology Group, Precision Nutrition and Cancer Research Program, IMDEA Food Institute, CEI UAM+CSIC , Carretera de Cantoblanco, 8, Madrid 28049, Spain"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"286","published-online":{"date-parts":[[2023,7,18]]},"reference":[{"key":"2023071906582783100_R1","doi-asserted-by":"crossref","first-page":"1958","DOI":"10.1016\/S0140-6736(19)30041-8","article-title":"Health effects of\u00a0dietary risks in\u00a0195 countries, 1990\u20132017: a systematic analysis for\u00a0the Global Burden of\u00a0Disease Study 2017","volume":"393","author":"Afshin","year":"2019","journal-title":"Lancet"},{"key":"2023071906582783100_R2","volume-title":"Obesity and Overweight: Fact Sheet","author":"World Health Organization Media Center","year":"2021"},{"key":"2023071906582783100_R3","doi-asserted-by":"crossref","first-page":"194","DOI":"10.1016\/j.tifs.2019.02.018","article-title":"Nutrition in\u00a0the digital age\u2014how digital tools can help to solve the personalized nutrition conundrum","volume":"90","author":"Michel","year":"2019","journal-title":"Trends Food Sci. 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