Review of medical decision support and machine-learning methods

A Awaysheh, J Wilcke, F Elvinger, L Rees… - Veterinary …, 2019 - journals.sagepub.com
Machine-learning methods can assist with the medical decision-making processes at the
both the clinical and diagnostic levels. In this article, we first review historical milestones and …

A survey of the applications of text mining for agriculture

B Drury, M Roche - Computers and electronics in agriculture, 2019 - Elsevier
Agricultural researchers, in common with other domains, have recently began to have
access to large collections of agricultural texts such as scientific papers and news stories …

Web monitoring of emerging animal infectious diseases integrated in the French Animal Health Epidemic Intelligence System

E Arsevska, S Valentin, J Rabatel… - PLoS …, 2018 - journals.plos.org
Since 2013, the French Animal Health Epidemic Intelligence System (in French: Veille
Sanitaire Internationale, VSI) has been monitoring signals of the emergence of new and …

The value of necropsy reports for animal health surveillance

S Küker, C Faverjon, L Furrer, J Berezowski… - BMC veterinary …, 2018 - Springer
Background Animal health data recorded in free text, such as in necropsy reports, can have
valuable information for national surveillance systems. However, these data are rarely …

Machine learning for syndromic surveillance using veterinary necropsy reports

N Bollig, L Clarke, E Elsmo, M Craven - PloS one, 2020 - journals.plos.org
The use of natural language data for animal population surveillance represents a valuable
opportunity to gather information about potential disease outbreaks, emerging zoonotic …

Early cherry fruit pathogen disease detection based on data mining prediction

M Ilic, S Ilic, S Jovic, S Panic - Computers and electronics in agriculture, 2018 - Elsevier
Today's world depends largely on information and communication technologies. These
technologies are in use in different areas of human life and work. Each day, more examples …

Survey of text-based epidemic intelligence: A computational linguistics perspective

A Joshi, S Karimi, R Sparks, C Paris… - ACM Computing Surveys …, 2019 - dl.acm.org
Epidemic intelligence deals with the detection of outbreaks using formal (such as hospital
records) and informal sources (such as user-generated text on the web) of information. In …

Design of a data management reference architecture for sustainable agriculture

G Giray, C Catal - Sustainability, 2021 - mdpi.com
Effective and efficient data management is crucial for smart farming and precision
agriculture. To realize operational efficiency, full automation, and high productivity in …

Monitoring online media reports for early detection of unknown diseases: Insight from a retrospective study of COVID‐19 emergence

S Valentin, A Mercier, R Lancelot… - Transboundary and …, 2021 - Wiley Online Library
Event‐based surveillance (EBS) systems monitor a broad range of information sources to
detect early signals of disease emergence, including new and unknown diseases. In …

[HTML][HTML] PADI-web 3.0: A new framework for extracting and disseminating fine-grained information from the news for animal disease surveillance

S Valentin, E Arsevska, J Rabatel, S Falala, A Mercier… - One Health, 2021 - Elsevier
PADI-web (Platform for Automated extraction of animal Disease Information from the web) is
a biosurveillance system dedicated to monitoring online news sources for the detection of …