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References from Temporal-multimodal cluster-guided embedding for patient similarity search: An interpretable EHR retrieval framework. Local targets link to admitted publications; unresolved targets remain external evidence.
Feasibility and utility of applications of the common data model to multiple, disparate observational health databases
10.1093/jamia/ocu023 · 2015 · External reference
MIMIC-IV, a freely accessible electronic health record dataset
10.1038/s41597-022-01899-x · 2023 · External reference
Deep patient: an unsupervised representation to predict the future of patients from the electronic health records
10.1038/srep26094 · 2016 · External reference
doctor AI: predicting clinical events via recurrent neural networks
2016 · External reference
RETAIN: an interpretable predictive model for healthcare using reverse time attention mechanism
2016 · External reference
Recurrent neural networks for multivariate time series with missing values
10.1038/s41598-018-24271-9 · 2018 · External reference
BEHRT: transformer for electronic health records
10.1038/s41598-020-62922-y · 2020 · External reference
Med-BERT: pretrained contextualized embeddings on large-scale structured electronic health records for disease prediction
10.1038/s41746-021-00455-y · 2021 · External reference
Pre-training of graph augmented transformers for medication recommendation
2019 · External reference
Publicly available clinical BERT embeddings
2019 · External reference
PLM-ICD: automatic ICD coding with pretrained language models
2022 · External reference
A multimodal transformer: fusing clinical notes with structured EHR data for interpretable in-hospital mortality prediction
2022 · External reference
Graph-text multi-modal pre-training for medical representation learning
2022 · External reference
NetDx: interpretable patient classification using integrated patient similarity networks
10.15252/msb.20188497 · 2019 · External reference
Phe2vec: automated disease phenotyping based on unsupervised embeddings from electronic health records
10.1016/j.patter.2021.100337 · 2021 · External reference
Deep representation learning of patient data from electronic health records (EHR): a systematic review
2021 · External reference
Association between 24-hour intraocular pressure monitored with contact lens sensor and visual field progression in older adults with glaucoma
10.1001/jamaophthalmol.2018.1746 · 2018 · External reference
Risk factors for visual field progression in treated glaucoma
10.1001/archophthalmol.2011.72 · 2011 · External reference
Multi-layer representation learning for medical concepts
2016 · External reference
Scalable and accurate deep learning with electronic health records
10.1038/s41746-018-0029-1 · 2018 · External reference
PetBERT: automated ICD-11 syndromic disease coding for outbreak detection in first opinion veterinary electronic health records
10.1038/s41598-023-45155-7 · 2023 · External reference
SMART: A new patient similarity estimation framework for enhanced predictive modeling in acute kidney injury
10.1093/jamia/ocaf125 · 2026 · External reference
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