Advancing Brain Tumor Detection with Multiple Instance Learning on Magnetic Resonance Spectroscopy Data
An Echo State Network-Based Method for Identity Recognition with Continuous Blood Pressure Data
Analysis and Interpretation of ECG Time series through Convolutional Neural Networks in Brugada Syndrome Diagnosis
Analysis of Augmentations in Contrastive Learning for Parkinsons Disease Diagnosis
BF-Net: A Fine-Grained Network for Identify Bacterial and Fungal Keratitis
Bilateral Mammogram Mass Detection Based On Window Cross Attention
Boundary Attentive Spatial Multi-Scale Network For Cardiac MRI Image Segmentation
Clinical pixel feature recalibration module for ophthalmic image classification
CopiFilter: An Auxiliary Module Adapts Pre-trained Transformers for Medical Dialogue Summarization
IESBU-Net: A lightweight skin lesion segmentation UNet with inner-module extension and skip-connection bridge
Molecular Substructure-based Double-Central Drug-Drug Interaction prediction
Prediction of cancer drug sensitivity based on GBDT-RF algorithm
Risk stratification of malignant melanoma using neural networks
Symmetry-Aware Siamese Network: Exploiting Pathological Asymmetry for Chest X-Ray Analysis
The Optimization and Parallelization of Two-Dimensional Zigzag Scanning on the Matrix
Tooth segmentation from Cone-Beam CT Images through boundary refinement
Transformer Based Prototype Learning for Weakly-Supervised Histopathology Tissue Semantic Segmentation
A Balanced Relation Prediction Framework for Scene Graph Generation
A Graph Convolutional Siamese Network for Assessment and Recognition Physical Rehabilitation Exercises
A Graph Neural Network-based Smart Contract Vulnerability Detection Method With Artificial Rule
Adaptive Randomized Graph Neural Network based on Markov Diffusion Kernel
Adaptive Weighted Multi-View Evidential Clustering
An untrained neural model for fast and accurate graph classification
BGEK: External Knowledge-enhanced Graph Convolutional Networks for Rumor Detection in Online Social Networks
BIG-FG: A Bi-directional Interaction Graph Framework with Filter Gate Mechanism for Chinese Spoken Language Understanding
Co-RGCN: A Bi-path GCN-based Co-Regression model for Multi-intent Detection and Slot Filling
DNFS: a Digraph Neural Network with the First-order and the Second-order Similarity
Efficient Question Answering Based on Language Models and Knowledge Graphs
Event association analysis using graph rules
Fake Review Detection via Heterogeneous Graph Attention Network
GatedGCN with GraphSage to Solve Traveling Salesman Problem
GNN Graph Classification Method to Discover Climate Change Patterns
GNN-MRC: Machine Reading Comprehension based on GNN Augmentation
Graph Convolutional Network Semantic Enhancement Hashing for Self-supervised Cross-Modal Retrieval
Heterogeneous Graph Neural Network Knowledge Graph Completion Model Based on Improved Attention Mechanism
Hierarchical Diachronic Embedding of Knowledge Graph combined with Fragmentary Information Filtering
K-DLM: A Domain-Adaptive Language Model Pre-Training Framework with Knowledge Graph
Label Enhanced Graph Attention Network for Truth Inference
LogE-Net: Logic evolution network for temporal knowledge graph forecasting
LTNI-FGML: Federated Graph Machine Learning on Long-Tailed and Non-IID Data via Logit Calibration
Multi-Granularity Contrastive Learning for Graph with Hierarchical Pooling
Multimodal Cross-Attention Graph Network for Desire Detection
Negative Edge Prediction for Attributed Graph Clustering
One-Class Intrusion Detection with Dynamic Graphs
Sequence-based Modeling for Temporal Knowledge Graph Link Prediction
Structure-Enhanced Graph Neural ODE Network for Temporal Link Prediction
Supervised Attention Using Homophily in Graph Neural Networks
Target-oriented Sentiment Classification with Sequential Cross-modal Semantic Graph.