Article
Identification of Risk Factors Linked to Diabetic Foot Ulcers from Multimodal Electronic Health Records and Transcriptomics Using Machine Learning
2024-08-16
Abstract excerpt
Diabetic Foot Ulcer (DFU) is a severe complication of diabetes mellitus (DM), often leading to hospitalization and non-traumatic amputations in the United States. It is particularly prevalent among individuals of Hispanic descent, with a prevalence rate exceeding 10% [1, 2]. The target of this study is to identify markers of severity of DFU. This work follows a strategy that uses first Electronic Health Records an...
Topics
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- Angiogenesis and VEGF in Cancer
- Diabetic Foot Ulcer Assessment and Management
- Mesenchymal stem cell research
- Neutrophil, Myeloperoxidase and Oxidative Mechanisms
- Osteoarthritis Treatment and Mechanisms
- Peripheral Artery Disease Management
- Single-cell and spatial transcriptomics
- Wound Healing and Treatments
Identifiers and source
- Literature Corpus work
- 664a843d-eb4b-55ec-b426-3cd48d82946b
- DOI
- 10.20944/preprints202408.1212.v1
