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A Transformer-Based Model Trained on Large Scale Claims Data for Prediction of Severe COVID-19 Disease Progression.

, , , , , , and . IEEE J. Biomed. Health Informatics, 27 (9): 4548-4558 (September 2023)

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Optimal assignment kernels for attributed molecular graphs, , , and . Proceedings of the 22nd International Conference on Machine Learning (ICML 2005), page 225--232. Bonn, Germany, ACM Press, (August 2005)An Explainable Multimodal Neural Network Architecture for Predicting Epilepsy Comorbidities Based on Administrative Claims Data., , , , , and . Frontiers Artif. Intell., (2021)Deep Learning-based detection of psychiatric attributes from German mental health records., , , , , , , , , and . Int. J. Medical Informatics, (2022)PathME: pathway based multi-modal sparse autoencoders for clustering of patient-level multi-omics data., , and . BMC Bioinform., 21 (1): 146 (2020)Variational Autoencoder Modular Bayesian Networks for Simulation of Heterogeneous Clinical Study Data., , , , and . Frontiers Big Data, (2020)SEEDS: data driven inference of structural model errors and unknown inputs for dynamic systems biology., , , , , and . Bioinform., 37 (9): 1330-1331 (2021)Towards early diagnosis of Alzheimer's disease: Advances in immune-related blood biomarkers and computational modeling approaches., , , , , , , and . CoRR, (2023)Synthetic data generation for a longitudinal cohort study - Evaluation, method extension and reproduction of published data analysis results., , , , , , , and . CoRR, (2023)Ten quick tips for biomarker discovery and validation analyses using machine learning., , , , , , , and . PLoS Comput. Biol., (2022)A Transformer-Based Model Trained on Large Scale Claims Data for Prediction of Severe COVID-19 Disease Progression., , , , , , and . IEEE J. Biomed. Health Informatics, 27 (9): 4548-4558 (September 2023)