Major adverse cardiovascular events

Disease6 papers3 findings

  • Human trial1
  • Humans4
  • In silico1

Upstream

2

Retinal vascular morphology

no changein humans1

1 study
  1. Retinal vascular morphology has no effect on major adverse cardiovascular events in humans.

    “No retinal change metric was associated with major adverse cardiovascular events after false-discovery-rate correction.”

    Humans5.7 years

    Retinal vascular changes track mortality risk in humans · medRxiv · 2 Oct 2026 · Preprint

Retinal vascular morphology →

Oestradiol

no changein humans1HR 1.11

1 study
  1. Oestradiol has no effect on major adverse cardiovascular events in humans (HR 1.11, 95% CI 0.73-1.67).

    Humanshealthy older womenfemalesn = 5,535

    Oestradiol levels do not predict heart events in older women · Maturitas · 28 Sep 2026

Oestradiol →

Associations

1

Causal reinforcement learning framework

upin silico1

1 study
  1. causal reinforcement learning framework predicts major adverse cardiovascular events in silico (AUROCs of 0.720, 0.760, and 0.845).

    In silicoevaluated across internal, emergency department, and MIMIC cohorts

    From Image Interpretation to Clinical Reasoning: Upstream Physician-Context-Aware Multimodal Learning with Causal Reinforcement Learning · arXiv · 30 Sep 2026 · Preprint

Latest

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medRxivHumansPreprint

Retinal vascular changes track mortality risk in humans

Increased retinal fractal dimension carried a mortality hazard ratio of 0.92 per standard deviation, whereas arteriolar widening carried a hazard…Increased retinal fractal dimension carried a mortality hazard ratio of 0.92 per standard deviation, whereas arteriolar widening carried a hazard ratio of 1.09.

NeurologyHumans

Early ablation lowers cardiac risks in stroke patients with AF

At 36 months, early ablation yielded a 1.54-month gain in event-free survival and an 11.17% absolute risk reduction in major adverse cardiovascular…At 36 months, early ablation yielded a 1.54-month gain in event-free survival and an 11.17% absolute risk reduction in major adverse cardiovascular events versus medical therapy.