{"total":22,"rows":[{"id":"2310.14017","title":"Contrast Everything: A Hierarchical Contrastive Framework for Medical Time-Series","created":"2023-10-21","cited_by_count":59,"area":null},{"id":"2405.19363","title":"Medformer: A Multi-Granularity Patching Transformer for Medical Time-Series Classification","created":"2024-05-24","cited_by_count":53,"area":null},{"id":"2305.10351","title":"BIOT: Cross-data Biosignal Learning in the Wild","created":"2023-05-10","cited_by_count":20,"area":null},{"id":"2502.04515","title":"MedGNN: Towards Multi-resolution Spatiotemporal Graph Learning for Medical Time Series Classification","created":"2025-02-06","cited_by_count":9,"area":null},{"id":"2403.16697","title":"DPStyler: Dynamic PromptStyler for Source-Free Domain Generalization","created":"2024-03-25","cited_by_count":6,"area":null},{"id":"2410.17918","title":"Addressing Asynchronicity in Clinical Multimodal Fusion via Individualized Chest X-ray Generation","created":"2024-10-23","cited_by_count":6,"area":null},{"id":"2308.11027","title":"Split Learning for Distributed Collaborative Training of Deep Learning Models in Health Informatics","created":"2023-08-21","cited_by_count":5,"area":null},{"id":"2407.04629","title":"Entity Decomposition with Filtering: A Zero-Shot Clinical Named Entity Recognition Framework","created":"2024-07-05","cited_by_count":4,"area":null},{"id":"2507.06432","title":"Bridging Data Gaps of Rare Conditions in ICU: A Multi-Disease Adaptation Approach for Clinical Prediction","created":"2025-07-08","cited_by_count":4,"area":null},{"id":"2506.06977","title":"Discovering Hierarchy-Grounded Domains with Adaptive Granularity for Clinical Domain Generalization","created":"2025-06-08","cited_by_count":3,"area":null},{"id":"2604.27033","title":"Cross-Subject Generalization for EEG Decoding: A Survey of Deep Learning Methods","created":"2026-04-29","cited_by_count":3,"area":null},{"id":"2305.19604","title":"DKINet: Medication Recommendation via Domain Knowledge Informed Deep Learning","created":"2023-05-31","cited_by_count":2,"area":null},{"id":"2510.12070","title":"MEASURE: Multi-scale Minimal Sufficient Representation Learning for Domain Generalization in Sleep Staging","created":"2025-10-14","cited_by_count":1,"area":null},{"id":"2602.12542","title":"Exploring Accurate and Transparent Domain Adaptation in Predictive Healthcare via Concept-Grounded Orthogonal Inference","created":"2026-02-13","cited_by_count":1,"area":null},{"id":"2605.08839","title":"Cross-Sample Relational Fusion: Unifying Domain Generalization and Class-Incremental Learning","created":"2026-05-09","cited_by_count":1,"area":null},{"id":"2506.00337","title":"Channel-Imposed Fusion: A Simple yet Effective Method for Medical Time Series Classification","created":"2025-05-31","cited_by_count":0,"area":null},{"id":"2512.03300","title":"HydroDCM: Hydrological Domain-Conditioned Modulation for Cross-Reservoir Inflow Prediction","created":"2025-12-02","cited_by_count":0,"area":null},{"id":"2512.07856","title":"Medical Test-free Disease Detection Based on Big Data","created":"2025-11-26","cited_by_count":0,"area":null},{"id":"2512.10818","title":"Self-Ensemble Post Learning for Noisy Domain Generalization","created":"2025-12-11","cited_by_count":0,"area":null},{"id":"2602.19483","title":"Making Conformal Predictors Robust in Healthcare Settings: a Case Study on EEG Classification","created":"2026-02-23","cited_by_count":0,"area":null},{"id":"2604.16926","title":"Test-Time Adaptation for EEG Foundation Models: A Systematic Study under Real-World Distribution Shifts","created":"2026-04-18","cited_by_count":0,"area":null},{"id":"2609.33279","title":"Domain Generalization under Sampling Pattern Shifts in Irregular Time Series","created":"2026-09-27","cited_by_count":0,"area":null}],"next_cursor":null}