PulseAugur
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English(EN) VideoPulse: Neonatal heart rate and peripheral capillary oxygen saturation (SpO2) estimation from contact free video

VideoPulse 系统通过视频估算新生儿生命体征

研究人员开发了 VideoPulse,一个旨在通过无接触视频记录估算新生儿心率和外周毛细血管氧饱和度 (SpO2) 的新型系统。这种方法对新生儿尤其有益,因为它避免了可能引起皮肤刺激和增加感染风险的粘性探头。该系统利用了 3D CNN 主干,并在 NBHR 新生儿数据集上取得了令人鼓舞的结果,心率的平均绝对误差 (MAE) 为 2.97 bpm,SpO2 为 1.69%。此外,VideoPulse 在跨数据集评估中也显示出有效性,表明其在新生儿重症监护室 (NICU) 中具有低成本、非侵入性监测的潜力。 AI

影响 实现了新生儿生命体征的非侵入性、低成本监测,有望改善 NICU 的护理。

排序理由 该集群包含一篇详细介绍生命体征估算新方法和数据集的学术论文。[lever_c_demoted from research: ic=1 ai=1.0]

在 arXiv cs.CV 阅读 →

AI 生成摘要 · Google Gemini · 来自 1 个来源。 我们如何撰写摘要 →

VideoPulse 系统通过视频估算新生儿生命体征

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该集群包含一篇详细介绍生命体征估算新方法和数据集的学术论文。[lever_c_demoted from research: ic=1 ai=1.0]
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报道来源 [1]

  1. arXiv cs.CV TIER_1 English(EN) · Deependra Dewagiri, Kamesh Anuradha, Pabadhi Liyanage, Helitha Kulatunga, Pamuditha Somarathne, Udaya S. K. P. Miriya Thanthrige, Nishani Lucas, Anusha Withana, Joshua P. Kulasingham ·

    VideoPulse:免接触视频测量新生儿心率和外周毛细血管血氧饱和度 (SpO2)

    arXiv:2602.23771v2 Announce Type: replace-cross Abstract: Remote photoplethysmography (rPPG) enables contact free monitoring of vital signs and is especially valuable for neonates, since conventional methods often require sustained skin contact with adhesive probes that can irrit…