Changwei Song
- Enhancing Psychological Counseling with Large Language Model: A Multifaceted Decision-Support System for Non-Professionals
2023/08/29 by Guanghui Fu, Fu, Guanghui, Qing Zhao +21 · 7 citations
Psychology · #Mental Health via Writing #Digital Mental Health Interventions
- Comparative Analysis of ImageNet Pre-Trained Deep Learning Models and DINOv2 in Medical Imaging Classification
2024/02/12 by Yuning Huang, Huang, Yuning, Jingchen Zou +17 · 6 citations
Medicine · #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
- Supervised Learning and Large Language Model Benchmarks on Mental Health Datasets: Cognitive Distortions and Suicidal Risks in Chinese Social Media
2023/09/07 by Hongzhi Qi, Qi, Hongzhi, Qing Zhao +21 · 3 citations
Psychology · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mental Health via Writing
- Towards a Psychological Generalist AI: A Survey of Current Applications of Large Language Models and Future Prospects
2023/12/01 by Tianyu He, He, Tianyu, Guanghui Fu +19 · 1 citation
Computer Science · Psychology · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Digital Mental Health Interventions #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mental Health via Writing #Topic Modeling
- Fine-grained Speech Sentiment Analysis in Chinese Psychological Support Hotlines Based on Large-scale Pre-trained Model
2024/05/07 by Zhonglong Chen, Changwei Song, Chen, Zhonglong +11 · 1 citation
Psychology · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #Digital Mental Health Interventions #Emotion and Mood Recognition #FOS: Computer and information sciences #FOS: Electrical engineering #Mental Health via Writing #Sound (cs.SD) #electronic engineering #information engineering