Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 41 inbound Pith citation observations for arXiv:2408.04187.
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
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-08T23:56:16.985093Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z
0 of 0 outbound references displayed
External citation measurements
30
arxiv_reference, observed 2026-08-05T02:28:24.338817Z
No outbound reference observations are available for this paper version.
Observation 36d234e7-4830-480e-8ae3-04c36927a8a1 · inbound
MedRAG: Enhancing Retrieval-augmented Generation with Knowledge Graph-Elicited Reasoning for Healthcare Copilot Medical Graph RAG: Towards Safe Medical Large Language Model via Graph Retrieval-Augmented Generation
Reference 59
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a9f252e8-6111-4fd5-9583-35426d6be36b · inbound
Agentic Reasoning: A Streamlined Framework for Enhancing LLM Reasoning with Agentic Tools Medical Graph RAG: Towards Safe Medical Large Language Model via Graph Retrieval-Augmented Generation
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4c796d9f-188d-4c8a-90a0-2de13106c33d · inbound
ArchRAG: Attributed Community-based Hierarchical Retrieval-Augmented Generation Medical Graph RAG: Towards Safe Medical Large Language Model via Graph Retrieval-Augmented Generation
Reference 62
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 0def9633-9432-4c4a-9c0b-239a2fba60fc · inbound
In-depth Analysis of Graph-based RAG in a Unified Framework Medical Graph RAG: Towards Safe Medical Large Language Model via Graph Retrieval-Augmented Generation
Reference 90
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation f455320b-6e00-4ec8-bb22-c72e7cf81bfe · inbound
ReCellTy: Domain-Specific Knowledge Graph Retrieval-Augmented LLMs Reasoning Workflow for Single-Cell Annotation Medical Graph RAG: Towards Safe Medical Large Language Model via Graph Retrieval-Augmented Generation
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation d72f3c3a-7d75-43d2-8cbe-6d90ad4f6c9b · inbound
Continually Self-Improving Language Models for Bariatric Surgery Question--Answering Medical Graph RAG: Towards Safe Medical Large Language Model via Graph Retrieval-Augmented Generation
Reference 49
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fac2091f-ac0e-46ca-89dc-fb7b67377e8e · inbound
RoleRAG: Enhancing LLM Role-Playing via Graph Guided Retrieval Medical Graph RAG: Towards Safe Medical Large Language Model via Graph Retrieval-Augmented Generation
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ef48a56a-a176-4327-a071-392ba426ed65 · inbound
DoctorRAG: Medical RAG Fusing Knowledge with Patient Analogy through Textual Gradients Medical Graph RAG: Towards Safe Medical Large Language Model via Graph Retrieval-Augmented Generation
Reference 39
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d2a23a61-3f6b-4ac4-a10b-acfb2abd2da1 · inbound
Retrieval-Augmented Generation: A Comprehensive Survey of Architectures, Enhancements, and Robustness Frontiers Medical Graph RAG: Towards Safe Medical Large Language Model via Graph Retrieval-Augmented Generation
Reference 72
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0db3d354-eb18-4662-bb4f-1012945a8cc6 · inbound
A Smart Multimodal Healthcare Copilot with Powerful LLM Reasoning Medical Graph RAG: Towards Safe Medical Large Language Model via Graph Retrieval-Augmented Generation
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b20f0878-63ef-4853-89cb-e6afd39a671f · inbound
Graph Counselor: Adaptive Graph Exploration via Multi-Agent Synergy to Enhance LLM Reasoning Medical Graph RAG: Towards Safe Medical Large Language Model via Graph Retrieval-Augmented Generation
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8f55fe2b-1ec4-48f3-a54d-6175a9979542 · inbound
Leaps Beyond the Seen: Reinforced Reasoning Augmented Generation for Clinical Notes Medical Graph RAG: Towards Safe Medical Large Language Model via Graph Retrieval-Augmented Generation
Reference 1991
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 184fa3b8-a0e1-4211-8840-496495ee1e91 · inbound
XGraphRAG: Interactive Visual Analysis for Graph-based Retrieval-Augmented Generation Medical Graph RAG: Towards Safe Medical Large Language Model via Graph Retrieval-Augmented Generation
Reference 39
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7767dad8-e981-4768-9604-52aec1f7e36c · inbound
A Query-Aware Multi-Path Knowledge Graph Fusion Approach for Enhancing Retrieval-Augmented Generation in Large Language Models Medical Graph RAG: Towards Safe Medical Large Language Model via Graph Retrieval-Augmented Generation
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ed7fe314-f1d8-4bd1-8b81-f54a1a5136c0 · inbound
HealthBranches: Synthesizing Clinically-Grounded Question Answering Datasets via Decision Pathways Medical Graph RAG: Towards Safe Medical Large Language Model via Graph Retrieval-Augmented Generation
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dde508be-6c13-4681-8c3c-5a2b76dbffd3 · inbound
Active Learning for Neurosymbolic Program Synthesis Medical Graph RAG: Towards Safe Medical Large Language Model via Graph Retrieval-Augmented Generation
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6a666ad7-e3ad-4678-a1ea-e35e4786a38b · inbound
FHIR-RAG-MEDS: Integrating HL7 FHIR with Retrieval-Augmented Large Language Models for Enhanced Medical Decision Support Medical Graph RAG: Towards Safe Medical Large Language Model via Graph Retrieval-Augmented Generation
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7ac94eb6-7e8f-46bc-8e02-7acbc0c21119 · inbound
CLIN-LLM: A Safety-Constrained Hybrid Framework for Clinical Diagnosis and Treatment Generation Medical Graph RAG: Towards Safe Medical Large Language Model via Graph Retrieval-Augmented Generation
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 5d1ba0a0-cc09-4253-aaba-ab881fa4a59a · inbound
LPCAN: Lightweight Pyramid Cross-Attention Network for Rail Surface Defect Detection Using RGB-D Data Medical Graph RAG: Towards Safe Medical Large Language Model via Graph Retrieval-Augmented Generation
Reference 2024
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f880db2a-716e-40d0-93c9-fc7bb8e90763 · inbound
Knowledge-Embedded and Hypernetwork-Guided Few-Shot Substation Meter Defect Image Generation Method Medical Graph RAG: Towards Safe Medical Large Language Model via Graph Retrieval-Augmented Generation
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7d2e8f75-08d5-4bd4-9ba7-324fe7bebb77 · inbound
MedOpenClaw and MedFlowBench: Auditing Medical Agents in Full-Study Workflows Medical Graph RAG: Towards Safe Medical Large Language Model via Graph Retrieval-Augmented Generation
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 6f628256-f423-41a5-a60b-af556c6ecc6f · inbound
Memory in the LLM Era: Modular Architectures and Strategies in a Unified Framework Medical Graph RAG: Towards Safe Medical Large Language Model via Graph Retrieval-Augmented Generation
Reference 104
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 0d422c73-2861-4126-8128-5d3f13b6df90 · inbound
Knowledge Is Not Static: Order-Aware Hypergraph RAG for Language Models Medical Graph RAG: Towards Safe Medical Large Language Model via Graph Retrieval-Augmented Generation
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation dbcd4c56-5d03-43d0-b0f5-58e5f8983173 · inbound
The Provenance Gap in Clinical AI: Evidence-Traceable Temporal Knowledge Graphs for Rare Disease Reasoning Medical Graph RAG: Towards Safe Medical Large Language Model via Graph Retrieval-Augmented Generation
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation da334600-81cb-43f2-9a4e-f57f30b214c1 · inbound
Development and Preliminary Evaluation of a Domain-Specific Large Language Model for Tuberculosis Care in South Africa Medical Graph RAG: Towards Safe Medical Large Language Model via Graph Retrieval-Augmented Generation
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 7f3b98d5-fae0-4a25-9a90-fb9b7826cfed · inbound
SAMe: A Semantic Anatomy Mapping Engine for Robotic Ultrasound Medical Graph RAG: Towards Safe Medical Large Language Model via Graph Retrieval-Augmented Generation
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 7617fffe-2fed-4929-9e85-104e0c08a323 · inbound
SAMe: A Semantic Anatomy Mapping Engine for Robotic Ultrasound Medical Graph RAG: Towards Safe Medical Large Language Model via Graph Retrieval-Augmented Generation
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation f125f04d-4ed2-4241-831e-d8b4e8bad041 · inbound
MedSynapse-V: Bridging Visual Perception and Clinical Intuition via Latent Memory Evolution Medical Graph RAG: Towards Safe Medical Large Language Model via Graph Retrieval-Augmented Generation
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 54ee2f0a-816d-4f80-b888-2bf1cdc11064 · inbound
MedSynapse-V: Bridging Visual Perception and Clinical Intuition via Latent Memory Evolution Medical Graph RAG: Towards Safe Medical Large Language Model via Graph Retrieval-Augmented Generation
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 6251e536-ef22-4e9e-9b99-2e1d96979583 · inbound
MedSynapse-V: Bridging Visual Perception and Clinical Intuition via Latent Memory Evolution Medical Graph RAG: Towards Safe Medical Large Language Model via Graph Retrieval-Augmented Generation
Reference 120
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation b1654961-7520-4e6e-be68-fb7db39b1b62 · inbound
MedSynapse-V: Bridging Visual Perception and Clinical Intuition via Latent Memory Evolution Medical Graph RAG: Towards Safe Medical Large Language Model via Graph Retrieval-Augmented Generation
Reference 120
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 632f318d-3cb9-415c-9129-bffc9d7d1118 · inbound
MoG: Mixture of Experts for Graph-based Retrieval-Augmented Generation Medical Graph RAG: Towards Safe Medical Large Language Model via Graph Retrieval-Augmented Generation
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 52dab5a9-f484-4c05-a123-8a572666a138 · inbound
UniD$^3$: A Knowledge Graph-Enhanced RAG Framework for Drug-Disease Discovery and Reasoning Medical Graph RAG: Towards Safe Medical Large Language Model via Graph Retrieval-Augmented Generation
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 599a07ba-ba36-4ef1-be6d-2270e3421f53 · inbound
HoT-SSM:Higher-order Temporal Knowledge Graph Reasoning with State Space Models for Health Care Medical Graph RAG: Towards Safe Medical Large Language Model via Graph Retrieval-Augmented Generation
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation faaeda31-d706-4e18-9278-d005304c6c75 · inbound
VArify: A Visual Analytics System for Verifying Knowledge Enhanced Large Language Model Responses in Food Science Medical Graph RAG: Towards Safe Medical Large Language Model via Graph Retrieval-Augmented Generation
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation d75244e4-356e-438e-a576-c05ab55ea2e4 · inbound
UniReason-Med: A Shared Grounded Reasoning Interface for 2D-to-3D Transfer in Medical VQA Medical Graph RAG: Towards Safe Medical Large Language Model via Graph Retrieval-Augmented Generation
Reference 226
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation cdee4318-a43a-4469-8748-5a61e08063aa · inbound
Agents-K1: Towards Agent-native Knowledge Orchestration Medical Graph RAG: Towards Safe Medical Large Language Model via Graph Retrieval-Augmented Generation
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 4a9107de-5a26-4fc7-866b-a2ddcf6808c5 · inbound
Agents-K1: Towards Agent-native Knowledge Orchestration Medical Graph RAG: Towards Safe Medical Large Language Model via Graph Retrieval-Augmented Generation
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 06c7a3ee-3b1d-474c-b1e3-ff1e04a18c4c · inbound
Agents-K1: Towards Agent-native Knowledge Orchestration Medical Graph RAG: Towards Safe Medical Large Language Model via Graph Retrieval-Augmented Generation
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 63bd9a74-ab12-48e0-a4f2-e7ecc9063e1d · inbound
MedRLM: Recursive Multimodal Health Intelligence for Long-Context Clinical Reasoning, Sensor-Guided Screening, Evidence-Grounded Decision Support, and Community-to-Tertiary Referral Optimization Medical Graph RAG: Towards Safe Medical Large Language Model via Graph Retrieval-Augmented Generation
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation a3f9c3a6-9abd-46f4-ae17-4042ca0a0c7a · inbound
Training-Free Token-Level Steering for LLM Personalized Co-Writing Medical Graph RAG: Towards Safe Medical Large Language Model via Graph Retrieval-Augmented Generation
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.