Disease Surveillance

Aligning Time-series by Local Trends: Applications in Public Health AAAI 2025 A Smart Multimodal Healthcare Copilot with Powerful LLM Reasoning IJCAI 2025 Datasets for Depression Modeling in Social Media: An Overview NAACL 2025 Do We Really Need Message Passing in Brain Network Modeling? ICML 2025 Early Detection of Patient Deterioration from Real-Time Wearable Monitoring System IJCAI 2025 EARTH: Epidemiology-Aware Neural ODE with Continuous Disease Transmission Graph ICML 2025 ElaD-Net: An Elastic Semantic Decoupling Network for Lesion Segmentation in Breast Ultrasound Images IJCAI 2025 Health Sentinel: An AI Pipeline For Real-time Disease Outbreak Detection ACL 2025 HHAN: Comprehensive Infectious Disease Source Tracing via Heterogeneous Hypergraph Neural Network AAAI 2025 ImputeINR: Time Series Imputation via Implicit Neural Representations for Disease Diagnosis with Missing Data IJCAI 2025 iNews: A Multimodal Dataset for Modeling Personalized Affective Responses to News ACL 2025 LLM in the Loop: Creating the ParaDeHate Dataset for Hate Speech Detoxification IJCNLP 2025 Multilingual Symptom Detection on Social Media: Enhancing Health-related Fact-checking with LLMs ACL 2025 SmartKC++: Improving Performance of Smartphone-Based Corneal Topographers WACV 2025 Stage-Aware Event-Based Modeling (SA-EBM) for Disease Progression MLHC 2025 Towards a Social Media-based Disease Surveillance System for Early Detection of Influenza-like Illnesses: A Twitter Case Study in Wales NAACL 2025 NeuroPath: A Neural Pathway Transformer for Joining the Dots of Human Connectomes NeurIPS 2024 Adapting Animal Models to Assess Sufficiency of Fluid Resuscitation in Humans (Student Abstract) AAAI 2024 A Non-parametric Direct Learning Approach to Heterogeneous Treatment Effect Estimation under Unmeasured Confounding NeurIPS 2024 Autism Detection in Speech – A Survey EACL 2024 Automatic Children Speech Sound Disorder Detection with Age and Speaker Bias Mitigation Interspeech 2024 Bidirectional Recurrence for Cardiac Motion Tracking with Gaussian Process Latent Coding NeurIPS 2024 Causal Inference in the Closed-Loop: Marginal Structural Models for Sequential Excursion Effects NeurIPS 2024 Developing Multi-Disorder Voice Protocols: A team science approach involving clinical expertise, bioethics, standards, and DEI. Interspeech 2024 DreamCatcher: A Wearer-aware Multi-modal Sleep Event Dataset Based on Earables in Non-restrictive Environments NeurIPS 2024