Medical Subject Headings(MeSH) keywords used to annotate PubMed scholarly publications can be a very useful resource for biomedical relation extraction and classification [8]. Based on MeSH taxonomy, it always assigns the same concept to various publications in PubMed using the same term [8]. Con...
Medical Subject Headings(MeSH) keywords used to annotate PubMed scholarly publications can be a very useful resource for biomedical relation extraction and classification [8]. Based on MeSH taxonomy, it always assigns the same concept to various publications in PubMed using the same term [8]. Con...
The aim is to construct sets of concepts strongly related in meaning, based on the assumption that each of these clusters represents a different topic in the document. We first compute the salience or prestige of each vertex in the graph, as the sum of the weights of the edges that are ...
Findings In this retrospective cohort study that included 95 057 women who underwent midurethral mesh sling insertion for stress urinary incontinence, the rate of sling removal was 3.3% at 9 years. Meaning These findings may inform decision making when choosing treatment for stress urinary incontine...
In this paper, we uncover and thoroughly characterize the problem of MeSH indexing dataset shift (MeSHIFT), meaning that the data distribution changes with time. MeSHIFT includes the shift of input articles, output MeSH labels and annotation rules. We found that machine learning models suffer ...
This may be because these terms do not have a specific meaning for pain disease. “Posterior horn cells” and “ganglia, spinal” refer to tissue, while “injections, spinal” and “physical stimulation” refer to general methods, and “formaldehyde” identifies the general reagent. So, the ...
Among severely obese patients, first trocar insertion is difficult and the wound site tends to come under strain, meaning that simple closure of the hernia orifice results in a high recurrence rate. The hybrid IPOM plus method used in this case combines open surgery and laparoscopy and appears ...
PubMedMeSHTo what degree has the vast space of higher-order knowledge combinations been explored and how has it evolved over time? To address these questions, we first develop a systematic approach to measuring combinatorial innovation in the biomedical sciences based upon the comprehensive ontology ...
Findings In this retrospective cohort study that included 95 057 women who underwent midurethral mesh sling insertion for stress urinary incontinence, the rate of sling removal was 3.3% at 9 years. Meaning These findings may inform decision making when choosing treatment for stress urinary incontine...
Findings In this retrospective cohort study that included 95 057 women who underwent midurethral mesh sling insertion for stress urinary incontinence, the rate of sling removal was 3.3% at 9 years. Meaning These findings may inform decision making when choosing treatment for stress urinary incontine...