Data Quality Matters: Suicide Intention Detection on Social Media Posts Using a RoBERTa-CNN Model

no code implementations • 3 Feb 2024 • Emily Lin, Jian Sun, Hsingyu Chen, Mohammad H. Mahoor

In the meanwhile, RoBERTa-CNN outperforms competitive methods, demonstrating the robustness and ability to capture nuanced linguistic patterns for suicidal intentions.

Depression Detection Sentiment Analysis +2

Semi-supervised learning for generalizable intracranial hemorrhage detection and segmentation

no code implementations • 3 May 2021 • Emily Lin, Esther Yuh

Purpose: To develop and evaluate a semi-supervised learning model for intracranial hemorrhage detection and segmentation on an out-of-distribution head CT evaluation set.

Computed Tomography (CT) Segmentation