Harnessing Large Language Models Over Transformer Models for Detecting Bengali Depressive Social Media Text: A Comprehensive Study

no code implementations • 14 Jan 2024 • Ahmadul Karim Chowdhury, Md. Saidur Rahman Sujon, Md. Shirajus Salekin Shafi, Tasin Ahmmad, Sifat Ahmed, Khan Md Hasib, Faisal Muhammad Shah

The study categorized Reddit and X datasets into "Depressive" and "Non-Depressive" segments, translated into Bengali by native speakers with expertise in mental health, resulting in the creation of the Bengali Social Media Depressive Dataset (BSMDD).

Depression Detection Few-Shot Learning +3

Addressing Uncertainty in Imbalanced Histopathology Image Classification of HER2 Breast Cancer: An interpretable Ensemble Approach with Threshold Filtered Single Instance Evaluation (SIE)

no code implementations • 1 Aug 2023 • Md Sakib Hossain Shovon, M. F. Mridha, Khan Md Hasib, Sultan Alfarhood, Mejdl Safran, Dunren Che

An ensemble approach integrated with threshold filtered single instance evaluation (SIE) technique has been proposed in this study to diagnose BC from the multi-categorical expression of HER2 subtypes.

Image Classification