{"total":13,"rows":[{"id":"2104.13478","title":"Geometric Deep Learning: Grids, Groups, Graphs, Geodesics, and Gauges","created":"2021-04-27","cited_by_count":1167,"area":null},{"id":"2112.12047","title":"Generating Synthetic Mixed-type Longitudinal Electronic Health Records for Artificial Intelligent Applications","created":"2021-12-22","cited_by_count":47,"area":null},{"id":"2101.03940","title":"Predicting Patient Outcomes with Graph Representation Learning","created":"2021-01-11","cited_by_count":21,"area":null},{"id":"2310.18681","title":"DySurv: dynamic deep learning model for survival analysis with conditional variational inference","created":"2023-10-28","cited_by_count":9,"area":null},{"id":"2205.13398","title":"Looking for Out-of-Distribution Environments in Multi-center Critical Care Data","created":"2022-05-26","cited_by_count":3,"area":null},{"id":"2306.01970","title":"Temporal-spatial Correlation Attention Network for Clinical Data Analysis in Intensive Care Unit","created":"2023-06-03","cited_by_count":3,"area":null},{"id":"2305.06109","title":"XMI-ICU: Explainable Machine Learning Model for Pseudo-Dynamic Prediction of Mortality in the ICU for Heart Attack Patients","created":"2023-05-10","cited_by_count":2,"area":null},{"id":"2502.16477","title":"Unmasking Societal Biases in Respiratory Support for ICU Patients through Social Determinants of Health","created":"2025-02-23","cited_by_count":1,"area":null},{"id":"2509.08247","title":"The CRITICAL Records Integrated Standardization Pipeline (CRISP): End-to-End Processing of Large-scale Multi-institutional OMOP CDM Data","created":"2025-09-10","cited_by_count":1,"area":null},{"id":"2604.18753","title":"Handling and Interpreting Missing Modalities in Patient Clinical Trajectories via Autoregressive Sequence Modeling","created":"2026-04-20","cited_by_count":1,"area":null},{"id":"2304.14663","title":"Client Recruitment for Federated Learning in ICU Length of Stay Prediction","created":"2023-04-28","cited_by_count":0,"area":null},{"id":"2306.16823","title":"Length of Stay prediction for Hospital Management using Domain Adaptation","created":"2023-06-29","cited_by_count":0,"area":null},{"id":"2312.17624","title":"XAI for In-hospital Mortality Prediction via Multimodal ICU Data","created":"2023-12-29","cited_by_count":0,"area":null}],"next_cursor":null}