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Prediction of professional burnout syndrome among it professionals during the COVID-19 era using evolutionary artificial neural network | Synapse
March 3, 2026
Prediction of professional burnout syndrome among it professionals during the COVID-19 era using evolutionary artificial neural network
SS
S. Sivakami
TS
T. S. Sashikala
Key Points
Burnout syndrome prediction was significantly enhanced using an evolutionary artificial neural network.
The AI model achieved a prediction accuracy of over 80% during the COVID-19 crisis.
Analysis was performed utilizing advanced neural network techniques on survey data collected from IT professionals.
This highlights the importance of AI-driven methods to identify mental health risks in high-stress environments.
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Sivakami et al. (Sat,) studied this question.
synapsesocial.com/papers/69a75ed6c6e9836116a29cdc
https://doi.org/https://doi.org/10.1007/s11135-025-02529-5
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