See and Read: Detecting Depression Symptoms in Higher Education Students Using Multimodal Social Media Data

3 Dec 2019Paulo MannAline PaesElton H. Matsushima

Mental disorders such as depression and anxiety have been increasing at alarming rates in the worldwide population. Notably, the major depressive disorder has become a common problem among higher education students, aggravated, and maybe even occasioned, by the academic pressures they must face... (read more)

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Results from the Paper


 Ranked #1 on Feature Engineering on 2019_test set (using extra training data)

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TASK DATASET MODEL METRIC NAME METRIC VALUE GLOBAL RANK USES EXTRA
TRAINING DATA
RESULT BENCHMARK
Feature Engineering 2019_test set CNN 14 gestures accuracy 0.98 # 1

Methods used in the Paper


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