27 citations · 31 across the 3 of their papers we have counts for
3 papers
A Systematic Evaluation of LLM Strategies for Mental Health Text Analysis: Fine-tuning vs. Prompt Engineering vs. RAG
Arshia Kermani, Veronica Perez-Rosas, Vangelis Metsis
This study presents a systematic comparison of three approaches for the analysis of mental health text using large language models (LLMs): prompt engineering, retrieval augmented g…
BioDiffusion: A Versatile Diffusion Model for Biomedical Signal Synthesis
Xiaomin Li, Mykhailo Sakevych, Gentry Atkinson +1
Machine learning tasks involving biomedical signals frequently grapple with issues such as limited data availability, imbalanced datasets, labeling complexities, and the interferen…
TTS-CGAN: A Transformer Time-Series Conditional GAN for Biosignal Data Augmentation
Xiaomin Li, Anne Hee Hiong Ngu, Vangelis Metsis
Signal measurement appearing in the form of time series is one of the most common types of data used in medical machine learning applications. Such datasets are often small in size…