Apache-2.0 license Improving Medical Entity Linking with Semantic Type Prediction What is MedType? MedTypeis a BERT-based entity disambiguation module which can be incorporated with an any existing medical entity linker for enhancing its performance. For a given input text,MedTypetakes in the set ...
Under a Creative Commons license open accessHighlights Abstract Objectives Biomedical natural language processing tools are increasingly being applied for broad-coverage information extraction—extracting medical information of all types in a scientific document or a clinical note. In such broad-coverage setti...
For the type of beneficiary and underlying diseases, the proportions of medical aid, hypertension, chronic kidney disease, and dyslipidemia were significantly higher in the diabetes group than in matched control group, respectively (all p value < 0.0001). Table 1 Baseline characteristics of ...
the vasculature within the bone marrow is depicted forming the vascular niche of HSCs. On the left side bone structure is shown resembling the endosteal niche. Figure was created with the help of Servier Medical Art by Servier, licensed under a Creative Commons Attribution 3.0 Unported License. ...
The advancement of single-cell sequencing has progressed our ability to solve biological questions. Cell type annotation is of vital importance to this process, allowing for the analysis and interpretation of enormous single-cell datasets. At present, ho
Specifically, IBD patients with coexisting T2DM had a higher risk of infection, increased utilization of medical resources, and decreased quality of life than those without T2DM, while currently there is no effective immunosuppressive therapy for IBD patients8. Studies have shown that there is a ...
offers an effective solution to patients requiring large-volume medications or frequent dosing by simplifying the administration process and offering reminders and tracking features. The versatility of these wearable injectors makes them suitable for a wide range of medical conditions, such as diabetes, ...
Multiple sexually transmitted infections (STIs) have threatened human health for centuries. Most STIs spread not only through sexual (horizontal) transmission but also through mother-to-child (vertical) transmission. In a previous work (Ito et al. 2019),
(DTRs) for long-term patient care14. With the increasing availability of medical record data, RL has been used in sequential medical decision-making systems in various clinical scenarios, including sepsis15, coronary heart disease16and glycemic regulation by artificial pancreas systems17. Although ...
MedType: Improving Medical Entity Linking with Semantic Type Prediction Topics deep-learning pytorch medical biomedical entity-linking state-of-the-art bert-as-service Resources Readme License Apache-2.0 license Activity Stars 116 stars Watchers 9 watching Forks 11 forks Report repository ...