Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T20:32:51.094822Z
Paper Citation Record · LEDGER
As of 10 August 2026, this Paper Citation Record lists 45 of 45 outbound references and 1 inbound Pith citation observation for arXiv:2502.09781.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T20:32:51.094822Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-10T04:32:42.829788Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-10T06:16:20.510975Z
45 of 45 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 46ad7af5-1602-4eff-9f77-c99884db9a1b · outbound
Medical Applications of Graph Convolutional Networks Using Electronic Health Records: A Survey Deep EHR: A Survey of Recent Advances in Deep Learning Techniques for Electronic Health Record (EHR) Analysis,
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6083cfc0-8a51-4bdf-960b-91a8da9d8d2c · outbound
Medical Applications of Graph Convolutional Networks Using Electronic Health Records: A Survey A Comprehensive Survey on Graph Neural Networks,
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation f59d87ab-b1b4-4263-a32b-0f51bb1d90fa · outbound
Medical Applications of Graph Convolutional Networks Using Electronic Health Records: A Survey A new model for learning in graph domains,
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation e393c852-7b0c-486e-9751-7b6db49b979f · outbound
Medical Applications of Graph Convolutional Networks Using Electronic Health Records: A Survey The Graph Neural Network Model,
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation a6d71395-9c38-4416-bac7-40abdf33344d · outbound
Medical Applications of Graph Convolutional Networks Using Electronic Health Records: A Survey Semi-supervised classification with graph convolutional networks,
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 254ff65c-3559-4278-97de-2be8150fb7ba · outbound
Medical Applications of Graph Convolutional Networks Using Electronic Health Records: A Survey Graph Attention Networks,
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation dd3838e4-7e7d-4a3c-9d6b-a0274ff53192 · outbound
Medical Applications of Graph Convolutional Networks Using Electronic Health Records: A Survey Gated Graph Sequence Neural Networks,
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 75135385-6bac-4d3c-ad04-b0a6a2240fcf · outbound
Medical Applications of Graph Convolutional Networks Using Electronic Health Records: A Survey Neural Message Passing for Quantum Chemistry,
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 03380ae2-85a0-4b53-b1f8-b5de733cc0ca · outbound
Medical Applications of Graph Convolutional Networks Using Electronic Health Records: A Survey Spectral Networks and Locally Connected Networks on Graphs
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b874c33a-d791-406c-98dc-88dfea95c854 · outbound
Medical Applications of Graph Convolutional Networks Using Electronic Health Records: A Survey Convolutional neural networks on graphs with fast localized spectral filtering,
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation a39fb7f7-b6a8-4bfa-946f-76700bc24aa0 · outbound
Medical Applications of Graph Convolutional Networks Using Electronic Health Records: A Survey The PRISMA 2020 statement: an updated guideline for reporting systematic reviews,
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 30d27c7f-6113-4338-b875-e0dc7168dc6f · outbound
Medical Applications of Graph Convolutional Networks Using Electronic Health Records: A Survey Graph neural networks for clinical risk pre- diction based on electronic health records: A survey,
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 0df643e5-6c41-4cc4-8cbf-d9b8b0260934 · outbound
Medical Applications of Graph Convolutional Networks Using Electronic Health Records: A Survey Knowledge guided diagnosis prediction via graph spatial- temporal network
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation f4a0dcbc-bc52-4589-9929-c1f14f575391 · outbound
Medical Applications of Graph Convolutional Networks Using Electronic Health Records: A Survey Multi-relational EHR representation learning with infusing information of Diagnosis and Medication,
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e943015f-805d-4ad5-ba28-7deb0642b5fc · outbound
Medical Applications of Graph Convolutional Networks Using Electronic Health Records: A Survey Online Disease Diagnosis with Inductive Heteroge- neous Graph Convolutional Networks,
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation eceef867-f2e6-4752-a1ae-ff43a9cb0351 · outbound
Medical Applications of Graph Convolutional Networks Using Electronic Health Records: A Survey TAGNet: Temporal Aware Graph Con- volution Network for Clinical Information Extraction,
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bb616ebe-48a8-4c51-a977-fabadd3f85ce · outbound
Medical Applications of Graph Convolutional Networks Using Electronic Health Records: A Survey The Graph-based Mutual Attentive Network for Automatic Diagnosis,
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation c7be365e-105a-4832-8ccc-04b44bf13573 · outbound
Medical Applications of Graph Convolutional Networks Using Electronic Health Records: A Survey GuardHealth: Blockchain empow- ered secure data management and Graph Convolutional Network enabled anomaly detection in smart healthcare,
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 544a531c-6584-43ce-8863-e68aa6f131b1 · outbound
Medical Applications of Graph Convolutional Networks Using Electronic Health Records: A Survey MIMIC-III, a freely accessible critical care database,
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6ecb8b9d-cf37-4610-b3ba-8fdcdff2108c · outbound
Medical Applications of Graph Convolutional Networks Using Electronic Health Records: A Survey MIMIC-IV , a freely accessible electronic health record dataset,
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 953ff578-df96-4574-aaac-7de5fd5b8f54 · outbound
Medical Applications of Graph Convolutional Networks Using Electronic Health Records: A Survey Hyperbolic graph convolutional neural network with contrastive learning for automated ICD coding,
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3c6b3ac9-26ee-472b-a30f-d1d9aeb47f26 · outbound
Medical Applications of Graph Convolutional Networks Using Electronic Health Records: A Survey Knowledge-aware representation learning for diagnosis prediction,
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation df84da68-aad3-44f7-8331-95c173bd91cf · outbound
Medical Applications of Graph Convolutional Networks Using Electronic Health Records: A Survey Harmonized representation learning on dynamic EHR graphs,
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1d41b99a-4cbd-467b-99e7-8dfb2794bd3a · outbound
Medical Applications of Graph Convolutional Networks Using Electronic Health Records: A Survey Classifying relations in clinical narratives using segment graph convolutional and recurrent neural networks (Seg- GCRNs),
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 3f68ae5d-cbe3-4cec-b038-516f2b51f8cc · outbound
Medical Applications of Graph Convolutional Networks Using Electronic Health Records: A Survey EHR-HGCN: An Enhanced Hybrid Approach for Text Classification Using Heteroge- neous Graph Convolutional Networks in Electronic Health Records,
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ebdb9e29-8e2c-4837-801a-9854a64723c8 · outbound
Medical Applications of Graph Convolutional Networks Using Electronic Health Records: A Survey A weakly supervised method for named entity recognition of Chinese electronic medical records,
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 2e07a08e-89ce-4f4b-9b5b-9f64570aa492 · outbound
Medical Applications of Graph Convolutional Networks Using Electronic Health Records: A Survey Incorporating Domain Knowledge Into Language Models by Using Graph Convolutional Net- works for Assessing Semantic Textual Similarity: Model Development and Performance Comparison,
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 75723afd-d03b-419c-b42d-217efd4f4370 · outbound
Medical Applications of Graph Convolutional Networks Using Electronic Health Records: A Survey Graph-guided deep hashing networks for similar patient retrieval,
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation acc0c401-e11e-4952-8f14-26371934d5bd · outbound
Medical Applications of Graph Convolutional Networks Using Electronic Health Records: A Survey Medicine Package Recommendation via Dual-Level Interaction Aware Heterogeneous Graph,
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 07e8c00c-743a-433d-84c6-dcc2d3e2b450 · outbound
Medical Applications of Graph Convolutional Networks Using Electronic Health Records: A Survey MedGCN: Medication recommendation and lab test imputation via graph convolutional networks,
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e8b62def-7958-4309-81ab-182c9f11a710 · outbound
Medical Applications of Graph Convolutional Networks Using Electronic Health Records: A Survey From electronic health records to terminol- ogy base: A novel knowledge base enrichment approach,
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4af23d41-4235-4518-ad5d-83ff97cf8fe6 · outbound
Medical Applications of Graph Convolutional Networks Using Electronic Health Records: A Survey A cross-modal clinical prediction system for intensive care unit patient outcome,
Reference 32
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d7f92371-3c51-4841-9fdd-24f3a968db33 · outbound
Medical Applications of Graph Convolutional Networks Using Electronic Health Records: A Survey Patient Electronic Health Record as Temporal Graphs for Health Monitoring,
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 03923728-9ad6-4867-9ca7-cebbf6229e98 · outbound
Medical Applications of Graph Convolutional Networks Using Electronic Health Records: A Survey Prediction of Transfusion among In-patient Population using Temporal Pattern based Clinical Similarity Graphs,
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 6ef1767d-45ba-4b3a-9627-878d06889aad · outbound
Medical Applications of Graph Convolutional Networks Using Electronic Health Records: A Survey Relation Classification for Bleeding Events From Electronic Health Records Using Deep Learning Systems: An Empirical Study,
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 1d223418-60c7-4928-ad61-d0f577b599b9 · outbound
Medical Applications of Graph Convolutional Networks Using Electronic Health Records: A Survey Feature aggregation-based multi-relational knowledge reasoning for COPD intelligent diagnosis,
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation e617c62d-5a31-4ab7-be37-bdc50403969a · outbound
Medical Applications of Graph Convolutional Networks Using Electronic Health Records: A Survey HR-BGCN: Pre- dicting readmission for heart failure from electronic health records,
Reference 37
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4243a8b5-4309-4b31-8fff-1a2cb685fc7e · outbound
Medical Applications of Graph Convolutional Networks Using Electronic Health Records: A Survey Causal knowledge graph construction and evalua- tion for clinical decision support of diabetic nephropathy,
Reference 38
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 43b7c61e-3d53-4978-ba0e-b64651b2603c · outbound
Medical Applications of Graph Convolutional Networks Using Electronic Health Records: A Survey Graph-based structural knowledge-aware network for diagnosis as- sistant,
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation f5b20cd1-83c3-4f64-b6f9-2bd279a2f4bd · outbound
Medical Applications of Graph Convolutional Networks Using Electronic Health Records: A Survey DeePaN: deep patient graph convolutional network integrating clinico-genomic evidence to stratify lung cancers for immunotherapy,
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 1b6badeb-8a3f-4801-acea-8b07fce04ec9 · outbound
Medical Applications of Graph Convolutional Networks Using Electronic Health Records: A Survey Why do tree-based models still outperform deep learning on typical tabular data?,
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation e5c9e687-a43e-49c9-b75e-25c3778d366e · outbound
Medical Applications of Graph Convolutional Networks Using Electronic Health Records: A Survey Deep Neural Networks and Tabular Data: A Survey,
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation f63ffafa-11c0-40b4-9817-4cb141b3c92b · outbound
Medical Applications of Graph Convolutional Networks Using Electronic Health Records: A Survey Converting tabular data into images for deep learning with convolutional neural networks.,
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 1b9694b9-2187-4bff-bd08-95339aeecaf3 · outbound
Medical Applications of Graph Convolutional Networks Using Electronic Health Records: A Survey Learning the Graphical Structure of Electronic Health Records with Graph Convolutional Transformer,
Reference 44
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dc36bb3c-6ca8-425e-a173-36f7fecdc4e6 · outbound
Medical Applications of Graph Convolutional Networks Using Electronic Health Records: A Survey Unresolved cited work
Reference 3358
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 29099698-f433-4c12-959c-f877b2ba429d · inbound
MiGHT-EHR: A Multi-task Graph Transformer for Heterogeneous Temporal Electronic Health Records Medical Applications of Graph Convolutional Networks Using Electronic Health Records: A Survey
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.