Joint Embedding of Food Photographs and Blood Glucose for Improved Calorie Estimation
Zhang L, Huang S, Das A, Do E, Glantz N, Bevier W, Santiago R, Kerr D, Gutierrez-Osuna R, Mortazavi B. Joint Embedding of Food Photographs and Blood Glucose for Improved Calorie Estimation. 2023, 00: 1-4. DOI: 10.1109/bhi58575.2023.10313421.Peer-Reviewed Original ResearchImage dataNormalized root mean squared errorCalorie estimationLate fusion approachAttention-based transformersFood image dataVision TransformerImage informationFusion approachJoint embeddingRoot mean squared errorAverage normalized root mean squared errorMean squared errorInterstitial glucose dataPeople's health conditionsDiet monitoringHealth conditionsSquared errorType 2 diabetesCGM dataInformationBlood glucoseMeal intakeFood photographsAccurate estimationClinical Risk Prediction Models with Meta-Learning Prototypes of Patient Heterogeneity
Zhang L, Khera R, Mortazavi B. Clinical Risk Prediction Models with Meta-Learning Prototypes of Patient Heterogeneity. Annual International Conference Of The IEEE Engineering In Medicine And Biology Society (EMBC) 2023, 00: 1-4. PMID: 38083199, PMCID: PMC11007255, DOI: 10.1109/embc40787.2023.10340765.Peer-Reviewed Original Research