Articles

Knowledge graph construction for heart failure using large language models with prompt engineering

• Tianhan Xu
• Yixun Gu
• Mantian Xue
• Renjie Gu
• Bin Li
• Xiang Gu

Fine-tuning or prompting on LLMs: evaluating knowledge graph construction task

in Machine Learning and Artificial Intelligence

• Hussam Ghanem
• Christophe Cruz

Characterizing stage-dependent neuromotor patterns in Drosophila melanogaster larvae through a graph construction approach

in Neurodevelopment

• Yuri Bilk Matos
• Nadezhda Velichkova
• Mateo Kirchknopf Riera
• Marcos Gomes Eleutério da Luz
• Jimena Berni

Knowledge graph construction and dissemination analysis in folk culture space: a case study of Wuzhen Xiangshi

in Culture and Communication

• Haijing Zhang
• Jun Xu
• Hao Zhang

Cross-Subject EEG Emotion Recognition With Self-Organized Graph Neural Network

in Brain Imaging Methods

• Jingcong Li
• Shuqi Li
• Jiahui Pan
• Fei Wang

MLFGCN: short-term residential load forecasting via graph attention temporal convolution network

• Ding Feng
• Dengao Li
• Yu Zhou
• Wei Wang

Knowledge Graph-Driven Decision Support for Cross-Regional Solid Mineral Deposits

in Geoinformatics

• Le Gao
• Jianhua Ma
• Qinger Tang
• Gnanachandrasamy Gopalakrishnan
• Zihao Lu
• Manchu Mai
• Jie Li

Dual graph convolutional networks integrating affective knowledge and position information for aspect sentiment triplet extraction

• Yanbo Li
• Qing He
• Damin Zhang

Liver cancer knowledge graph construction based on dynamic entity replacement and masking strategies RoBERTa-wwm-large-BiLSTM-CRF model with clinical Chinese EMRs

in Natural Language Processing

• Yichi Zhang
• Xiaojun Hu
• Hailing Wang
• Ke Liu
• Yongbin Gao
• Xiaoyan Jiang
• Yingfang Fan
• Zhijun Fang

On the Extraction and Analysis of Graphs From Resting-State fMRI to Support a Correct and Robust Diagnostic Tool for Alzheimer's Disease

in Brain Imaging Methods

• Claudia Bachmann
• Heidi I. L. Jacobs
• PierGianLuca Porta Mana
• Kim Dillen
• Nils Richter
• Boris von Reutern
• Julian Dronse
• Oezguer A. Onur
• Karl-Josef Langen
• Gereon R. Fink

Leveraging spatial dependencies and multi-scale features for automated knee injury detection on MRI diagnosis

in Biomechanics

• Jianhua Sun
• Ye Cao
• Ying Zhou
• Baoqiao Qi

Efficient strategies for finger movement classification using surface electromyogram signals

in Neuroprosthetics

• Sunil Kumar Prabhakar
• Dong-Ok Won

Generative AI in Drug Repurposing and Biomarker Discovery: A Multimodal Approach

in Drug Discovery in Bioinformatics

• EMERSON RAJA JOSEPH
• Saranya K
• Kalaiarasi Professor

From knowledge silos to integrated insights: building a cardiovascular medication knowledge graph for enhanced medication knowledge retrieval, relationship discovery, and reasoning

in Cardiovascular Pharmacology and Drug Discovery

• Hongzhen Cui
• Xiaoyue Zhu
• Wei Zhang
• Meihua Piao
• Yunfeng Peng