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Amanda Bertgren

Observed name: A Bertgren
Institution: Umeå University
Observed institution: Umeå University
ORCID: 0009-0002-4311-3657
Observed ORCID: 0009-0002-4311-3657
OpenAlex ID: A5117592153
Beyond unimodal analysis: Multimodal ensemble learning for enhanced assessment of atherosclerotic disease progression
2025 · Valerio Guarrasi, Amanda Bertgren, et al. · Computerized Medical Imaging and Graphics · 5
Generative Adversarial Networks for Synthetic Longitudinal Electronic Health Records Enabling Cardiovascular Digital Twins
2025 · Amanda Bertgren, Fredrik Öhberg, et al. · IEEE International Symposium on Computer-Based Medical Systems (CBMS) · 2
Generative models enable longitudinal synthetic electronic health records for privacy preserving research within cardiovascular disease prevention and digital twins
2025 · A Bertgren, F Ohberg, et al. · European Journal of Preventive Cardiology · 1
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Evaluation of synthetic data generation for longitudinal 6-year follow-up subclinical cardiovascular disease data using GAN models
2026 · Amanda Bertgren, Fredrik Öhberg, et al. · bioRxiv (Cold Spring Harbor Laboratory)
Evaluating in-context learning with prompting regimes for transformer-based synthetic health tabular data generation
2026 · Amanda Bertgren, Fredrik Öhberg, et al. · bioRxiv (Cold Spring Harbor Laboratory)
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Evaluating Schema-Awareness in a Transformer Model for Tabular Synthetic Data Generation of Electronic Health Records
2026 · Amanda Bertgren, Fredrik Öhberg, et al. · IEEE International Symposium on Computer-Based Medical Systems (CBMS)
Imputation noise propagation on sub-groups in longitudinal synthetic data generation - a stratified analysis of fidelity for univariate and multivariate imputation
2026 · A Bertgren, F Ohberg, et al. · European Heart Journal - Digital Health
Works count: 7
Citation count: 8
H-index: 2
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