Using Text Analytics for Health to Get Meaningful Insights from a Corpus of COVID Scientific Papers

10/28/2021
by   Dmitry Soshnikov, et al.
0

Since the beginning of COVID pandemic, there have been around 700000 scientific papers published on the subject. A human researcher cannot possibly get acquainted with such a huge text corpus – and therefore developing AI-based tools to help navigating this corpus and deriving some useful insights from it is highly needed. In this paper, we will use Text Analytics for Health pre-trained service together with some cloud tools to extract some knowledge from scientific papers, gain insights, and build a tool to help researcher navigate the paper collection in a meaningful way.

READ FULL TEXT
POST COMMENT

Comments

There are no comments yet.

Authors

page 2

page 7

page 10

page 11

page 12

08/03/2020

Elsevier OA CC-By Corpus

We introduce the Elsevier OA CC-BY corpus. This is the first open corpus...
02/10/2020

A Study of Human Summaries of Scientific Articles

Researchers and students face an explosion of newly published papers whi...
11/07/2019

S2ORC: The Semantic Scholar Open Research Corpus

We introduce S2ORC, a large contextual citation graph of English-languag...
09/16/2020

High-Performance Mining of COVID-19 Open Research Datasets for Text Classification and Insights in Cloud Computing Environments

COVID-19 global pandemic is an unprecedented health crisis. Since the ou...
02/15/2018

Point systems in Games for Health: A bibliometric scoping study

Very few details about point systems used in games for health are report...
01/08/2016

Research Project: Text Engineering Tool for Ontological Scientometry

The number of scientific papers grows exponentially in many disciplines....
05/13/2020

MeSH descriptors indicate the knowledge growth in the SARS-CoV-2/COVID-19 pandemic

The scientific papers dealing with the novel betacoronavirus SARS-CoV-2 ...
This week in AI

Get the week's most popular data science and artificial intelligence research sent straight to your inbox every Saturday.