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

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

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

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

in Machine Learning and Artificial Intelligence

• Hussam Ghanem
• Christophe Cruz

A CSGNN model-based method for essential protein identification

in Protein Bioinformatics

• Zixuan Li
• Zhiguo Yu
• Peng Li

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

in Brain Imaging Methods

• Jingcong Li
• Shuqi Li
• Jiahui Pan
• Fei 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

Grad-CAM based Deep Learning Analytics for Image-level Colon Disease Classification based on Graph Neural Networks and Vision Transformers

in Gastrointestinal Sciences

• Umar Muhammad Ibrahim
• Kavimbi Chipusu
• Chaohui Zhen
• Biao Zheng
• Gugiun Yao
• Rui Liang

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

• Yanbo Li
• Qing He
• Damin Zhang

Burden of hepatitis B virus-associated liver cancer in Asia: findings from the global burden of disease study

in Infectious Diseases: Epidemiology and Prevention

• Xin-Jing Yang
• Xue-Qi Yang
• Xuan-Ying Mo
• Jing Zuo
• Yu-Chen Fan

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

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

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

Application scope of knowledge graphs in nursing: a scoping review

in Digital Public Health

• Yu Wang
• Xue Pan
• Hanghang Jin
• Rongyue Guo
• Kechen Zhu
• Wanying Zhao
• Xin Wang

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

Generative AI in drug repurposing and biomarker discovery: a multimodal approach

in Drug Discovery in Bioinformatics

• K. Saranya
• Emerson Raja Joseph
• Ts. Kalaiarasi
• M. Karthiga