{"total":16,"rows":[{"id":"2210.10723","title":"TabLLM: Few-shot Classification of Tabular Data with Large Language Models","created":"2022-10-19","cited_by_count":277,"area":null},{"id":"2306.11547","title":"Event Stream GPT: A Data Pre-processing and Modeling Library for Generative, Pre-trained Transformers over Continuous-time Sequences of Complex Events","created":"2023-06-20","cited_by_count":46,"area":null},{"id":"2110.04943","title":"SCEHR: Supervised Contrastive Learning for Clinical Risk Prediction using Electronic Health Records","created":"2021-10-11","cited_by_count":10,"area":null},{"id":"2406.19653","title":"ACES: Automatic Cohort Extraction System for Event-Stream Datasets","created":"2024-06-28","cited_by_count":9,"area":null},{"id":"2306.05779","title":"Transformer-based Time-to-Event Prediction for Chronic Kidney Disease Deterioration","created":"2023-06-09","cited_by_count":4,"area":null},{"id":"2411.00200","title":"MEDS-Tab: Automated tabularization and baseline methods for MEDS datasets","created":"2024-10-31","cited_by_count":4,"area":null},{"id":"2201.01869","title":"Earthquake Nowcasting with Deep Learning","created":"2021-12-18","cited_by_count":3,"area":null},{"id":"2305.05087","title":"Large-Scale Study of Temporal Shift in Health Insurance Claims","created":"2023-05-08","cited_by_count":3,"area":null},{"id":"2311.07867","title":"Mixture of Coupled HMMs for Robust Modeling of Multivariate Healthcare Time Series","created":"2023-11-14","cited_by_count":1,"area":null},{"id":"2312.02387","title":"Dissecting Medical Referral Mechanisms in Health Services: Role of Physician Professional Networks","created":"2023-12-04","cited_by_count":1,"area":null},{"id":"2405.00819","title":"ICU Bloodstream Infection Prediction: A Transformer-Based Approach for EHR Analysis","created":"2024-05-01","cited_by_count":1,"area":null},{"id":"2411.03224","title":"Interpretable Predictive Models for Healthcare via Rational Logistic Regression","created":"2024-11-05","cited_by_count":1,"area":null},{"id":"2108.13672","title":"SANSformers: Self-Supervised Forecasting in Electronic Health Records with Attention-Free Models","created":"2021-08-31","cited_by_count":0,"area":null},{"id":"2207.02445","title":"Distillation to Enhance the Portability of Risk Models Across Institutions with Large Patient Claims Database","created":"2022-07-06","cited_by_count":0,"area":null},{"id":"2305.17261","title":"Closing the Gap in High-Risk Pregnancy Care Using Machine Learning and Human-AI Collaboration","created":"2023-05-26","cited_by_count":0,"area":null},{"id":"2502.04899","title":"Towards Unified Approaches in Self-Supervised Event Stream Modeling: Progress and Prospects","created":"2025-02-07","cited_by_count":0,"area":null}],"next_cursor":null}