{"total":14,"rows":[{"id":"2409.09727","title":"From Challenges and Pitfalls to Recommendations and Opportunities: Implementing Federated Learning in Healthcare","created":"2024-09-15","cited_by_count":16,"area":null},{"id":"2207.09611","title":"Combined Federated and Split Learning in Edge Computing for Ubiquitous Intelligence in Internet of Things: State of the Art and Future Directions","created":"2022-07-20","cited_by_count":14,"area":null},{"id":"2112.01637","title":"AdaSplit: Adaptive Trade-offs for Resource-constrained Distributed Deep Learning","created":"2021-12-02","cited_by_count":8,"area":null},{"id":"2102.01979","title":"Key Technology Considerations in Developing and Deploying Machine Learning Models in Clinical Radiology Practice","created":"2021-02-03","cited_by_count":6,"area":null},{"id":"2411.06773","title":"Model Partition and Resource Allocation for Split Learning in Vehicular Edge Networks","created":"2024-11-11","cited_by_count":6,"area":null},{"id":"2204.03326","title":"Enabling All In-Edge Deep Learning: A Literature Review","created":"2022-04-07","cited_by_count":4,"area":null},{"id":"2304.14976","title":"Quality-Adaptive Split-Federated Learning for Segmenting Medical Images with Inaccurate Annotations","created":"2023-04-28","cited_by_count":4,"area":null},{"id":"2405.04875","title":"SCALA: Split Federated Learning with Concatenated Activations and Logit Adjustments","created":"2024-05-08","cited_by_count":3,"area":null},{"id":"2407.15738","title":"Parallel Split Learning with Global Sampling","created":"2024-07-22","cited_by_count":3,"area":null},{"id":"2103.14291","title":"Vulnerability Due to Training Order in Split Learning","created":"2021-03-26","cited_by_count":2,"area":null},{"id":"2511.09736","title":"Data Heterogeneity and Forgotten Labels in Split Federated Learning","created":"2025-11-12","cited_by_count":2,"area":null},{"id":"2204.10505","title":"Application of Federated Learning in Building a Robust COVID-19 Chest X-ray Classification Model","created":"2022-04-22","cited_by_count":1,"area":null},{"id":"2112.07286","title":"Levels of Autonomous Radiology","created":"2021-12-14","cited_by_count":0,"area":null},{"id":"2601.18948","title":"Smart Split-Federated Learning over Noisy Channels for Embryo Image Segmentation","created":"2026-01-26","cited_by_count":0,"area":null}],"next_cursor":null}