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Profil bibliographique

Hélène Touchais

Informations fournies par OpenAlex. Research Africa ne déduit ni nationalité, ni poste, ni coordonnées personnelles.

4Publications signalées
19Citations signalées
5Affiliations récentes

Les institutions déclarées

Les domaines associés

Remote Sensing in AgricultureSpecies Distribution and Climate ChangeTopic ModelingEmergency and Acute Care StudiesRemote Sensing and LiDAR Applications

Les publications récentes

Accès ouvert 2024 article OpenAlex

Nationwide operational mapping of grassland first mowing dates combining machine learning and Sentinel-2 time series

Henry Rivas, Hélène Touchais, Vincent Thiérion, Jérôme Millet et autres

Grassland dynamics are modulated by management intensity and impact overall ecosystem functioning. In mowed grasslands, the first mowing date is a key indicator of management intensification. The aim of this work was to assess several supervised regression models for mapping grassland first …

fr (code pays fourni par la source)

7 citations Remote Sensing of Environment
Accès ouvert 2023 preprint OpenAlex

Nationwide operational mapping of grassland mowing events combining machine learning and Sentinel-2 time series

Henry Rivas, Hélène Touchais, Vincent Thiérion, Jérôme Millet et autres

Grassland dynamics are modulated by management intensity and impact overall ecosystem functioning.In mowed grasslands, the first mowing date is a key indicator of management intensification.The aim of this work was to assess several supervised regression models for mapping grassland first mowing date …

fr (code pays fourni par la source)

0 citations HAL (Le Centre pour la Communication Scientifique Directe)
Accès ouvert 2023 article OpenAlex

Deep Learning Transformer Models for Building a Comprehensive and Real-time Trauma Observatory: Development and Validation Study

Gabrielle Chenais, Cédric Gil‐Jardine, Hélène Touchais, Marta Avalos Fernandez et autres

Background Public health surveillance relies on the collection of data, often in near-real time. Recent advances in natural language processing make it possible to envisage an automated system for extracting information from electronic health records. Objective To study the feasibility of setting …

fr (code pays fourni par la source)

11 citations JMIR AI
Accès ouvert 2022 preprint OpenAlex

Development and Validation of Deep Learning Transformer Models for Building a Comprehensive and Real-time Trauma Monitoring (Preprint)

Gabrielle Chenais, Cédric Gil‐Jardine, Hélène Touchais, Marta Avalos Fernandez et autres

BACKGROUND In order to study the feasibility of setting up a national trauma observatory in France, OBJECTIVE we compared the performance of several automatic language processing methods on a multi-class classification task of unstructured clinical notes. METHODS A total of 69,110 free-text …

fr (code pays fourni par la source)

1 citation

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