Sergio Burdisso

A text classification framework for simple and effective early depression detection over social media streams

Sergio Burdisso, Marcelo Luis Errecalde, Manuel Montes-y-Gómez · Expert Systems with Applications · 2019 · 200 citations · Full text

Engineering, Mental Health, Multimodal Sentiment Analysis +17

UNSL at eRisk 2019: a Unified Approach for Anorexia, Self-harm and Depression Detection in Social Media.

Sergio Burdisso, Marcelo Luis Errecalde, Manuel Montes-y-Gómez · CLEF (Working Notes) · 2019 · 16 citations

Erisk 2019, Mental Health Monitoring, Social Media +12

τ-SS3: A text classifier with dynamic n-grams for early risk detection over text streams

Sergio Burdisso, Marcelo Luis Errecalde, Manuel Montes-y-Gómez · Pattern Recognition Letters · 2020 · 16 citations · Full text

Natural Language Processing, Engineering, Automatic Classification +14

Using Text Classification to Estimate the Depression Level of Reddit Users

Sergio Burdisso, Marcelo Luis Errecalde, Manuel Montes-y-Gómez · Journal of Computer Science and Technology · 2021 · 16 citations · Full text

Engineering, Reddit Users, Mental Health +25

DAIC-WOZ: On the Validity of Using the Therapist’s prompts in Automatic Depression Detection from Clinical Interviews

Sergio Burdisso, Ernesto Reyes-Ramírez, Esaú Villatoro-Tello et al. · 2024 · 12 citations · Full text