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Robust extraction of pneumonia-associated clinical states from electronic health records
Mining of electronic health records (EHR) promises to automate the identification of
comprehensive disease phenotypes. However, the realization of this promise is hindered by …
comprehensive disease phenotypes. However, the realization of this promise is hindered by …
[HTML][HTML] Stratification of Alzheimer's Disease Patients Using Knowledge-Guided Unsupervised Latent Factor Clustering with Electronic Health Record Data
ABSTRACT Background People with Alzheimer's disease (AD) exhibit varying clinical
trajectories. There is a need to predict future AD-related outcomes such as morbidity and …
trajectories. There is a need to predict future AD-related outcomes such as morbidity and …
Leveraging Pre-trained and Transformer-derived Embeddings from EHRs to Characterize Heterogeneity Across Alzheimer's Disease and Related Dementias
Alzheimer's disease is a progressive, debilitating neurodegenerative disease that affects 50
million people globally. Despite this substantial health burden, available treatments for the …
million people globally. Despite this substantial health burden, available treatments for the …
Distinct medical and substance use histories associate with cognitive decline in Alzheimer's Disease
INTRODUCTION Phenotype clustering reduces patient heterogeneity and could be useful
when designing precision clinical trials. We hypothesized that the onset of early cognitive …
when designing precision clinical trials. We hypothesized that the onset of early cognitive …
Deep Learning Analysis of Retinal Structures and Risk Factors of Alzheimer's Disease
S Leem, Y Yang, AJ Woods… - 2024 46th Annual …, 2024 - ieeexplore.ieee.org
The importance of early Alzheimer's Disease screening is becoming more apparent, given
the fact that there is no way to revert the patient's status after the onset. However, the …
the fact that there is no way to revert the patient's status after the onset. However, the …