Your English writing platform
Discover LudwigExact(2)
Over the past 40 years, MeSH classifications have been assigned manually for just 115,000 compounds in PubMed, yet there are 60 millions compounds listed in PubChem.
We treat MTI as a black box system, using the default settings to obtain MeSH classifications which favors the MeSH term suggested by MetaMap (with weight 7) over the ones from the related citations component (weight 2).
Similar(58)
Compound classes do not include chemical structure definitions that would allow for an automated classification and the MeSH classification hierarchy has been built manually.
However, as large as PubChem is, only 0.12% of the compounds in the database have ever been assigned to a chemical class or given a Medical Subject Heading (MeSH) classification.
Ruch (2006) introduced a retrieval-based system for MeSH classification.
> -wrap-foot> The MeSH classification experiments clearly show the limitations and advantages of using different methods.
Each bibliographical reference is connected with a class of terms in the MeSH classification system.
Aljaber et al. [ 27] used terms of citation contexts and UMLS to improve the MeSH classification of biomedical articles.
Quite a number of researchers have developed MeSH classification techniques [see Sohn et al. (2008) for more related work].
Since the MeSH term "Internal Medicine" directly subsumes both high-scoring fields within the MeSH classification hierarchy ("Medical Oncology" and "Hematology"), we selected Internal Medicine as field of research (52,434 papers).
The comparison of these disease-disease pairs with Medical Subject Headings (MeSH) classification tree suggests 25% of the disease-disease pairs were in same disease area.
Write better and faster with AI suggestions while staying true to your unique style.
Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com