Department of Critical Care Medicine, Hunan Aerospace Hospital, Hunan Normal University, Changsha, China.
3 developments in the corpus
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An unrefereed arXiv preprint describing a novel machine learning framework for graph anomaly detection with computational validation across benchmarks, but lacking peer review and clinical or real-world outcome data.
Narrative review synthesizing mechanistic evidence from functional studies in digestive cancers; no new primary data, clinical validation limited, and therapeutic translation not yet established.