ArticleOne health (Amsterdam, Netherlands)2021
PADI-web 3.0: A new framework for extracting and disseminating fine-grained information from the news for animal disease surveillance.
Article in One health (Amsterdam, Netherlands), 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.
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Who cites it
7 citing papers in PubMed, 29 citations in OpenAlex.
- PADI-Location-AR-EN: A normalized Arabic-English spatial entity dataset for epidemiological surveillance.Data in brief · 2026Article
- Tracking phases of the fall armyworm (Biological invasions · 2026Article
- Modelling the drivers of outbreak communication in online media news for improved event-based surveillance.PloS one · 2025Article
- Epidemic intelligence activities among national public and animal health agencies: a European cross-sectional study.BMC public health · 2023Article
- An overview of avian influenza surveillance strategies and modes.Science in One Health · 2023Review
- Elaboration of a new framework for fine-grained epidemiological annotation.Scientific data · 2022Article
- From human-centric digital health to digital One Health: Crucial new directions for mutual flourishing.Digital healthArticle
Corrections and comments
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Authors and funding
7 authors at 3 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
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 emerging animal infectious diseases. PADI-web has collected more than 380,000 news articles since 2016. Compared to other existing biosurveillance tools, PADI-web focuses specifically on animal health and has a fully automated pipeline based on machine-learning methods. This paper presents the new functionalities of PADI-web based on the integration of: (i) a new fine-grained classification system, (ii) automatic methods to extract terms and named entities with text-mining approaches, (iii) semantic resources for indexing keywords and (iv) a notification system for end-users. Compared to other biosurveillance tools, PADI-web, which is integrated in the French Platform for Animal Health Surveillance (ESA Platform), offers strong coverage of the animal sector, a multilingual approach, an automated information extraction module and a notification tool configurable according to end-user needs.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.