成果与出版物
教授学生共同参与
Detection of Alzheimer's Disease Using Fine-Tuned Large Language Models
Alzheimer’s DiseaseNatural language processing (NLP)Supervised Fine-TuningA Comprehensive Review of Explainable Artificial Intelligence (XAI) in Computer Vision
Computer vision (CV)Explainable artificial intelligence (XAI)Grad-CAMHybrid interpretability frameworksImage understanding (IU)RISETransformer-based XAIEvaluating Large Language Models for Depression Detection in Text: A Comparative Analysis
big dataMachine learningNatural language processing (NLP)Leveraging large language models for departmental classification of medical records
Clinical language modelsFine‐tuning techniquesHealthcare automationLow‐rank adaptation (LoRA)Medical department classifiersMedical pre‐diagnosisNatural language processing (NLP)Symptom analysisSemantic similarity on multimodal data: A comprehensive survey with applications
deep learningMachine learningMultimodal Semantic SimilaritySemantic SimilaritySimilarity MeasuresDetection of Alzheimer’s Disease Using Fine-Tuned Large Language Models
Alzheimer’s DiseaseLarge Language ModelsNatural Language ProcessingSupervised Fine-TuningA Comprehensive Review of Explainable Artificial Intelligence (XAI) in Computer Vision
Computer vision (CV)Explainable artificial intelligence (XAI)Grad-CAMHybrid interpretability frameworksImage understanding (IU)RISETransformer-based XAIEvaluating Large Language Models for Depression Detection in Text: A Comparative Analysis
Deep LearningDepression Text ClassificationLarge Language ModelsSupervised Fine-TuningTraditional Machine Learning
