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Updated: Jan 8, 2026

Machine Learning-Based Cough Tone Classification: Diagnostic Exploration of Chronic Obstructive Pulmonary Disease and Respiratory Tract Infections
06:22

Machine Learning-Based Cough Tone Classification: Diagnostic Exploration of Chronic Obstructive Pulmonary Disease and Respiratory Tract Infections

Published on: September 19, 2025

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基于患有慢性肺病的早产婴儿的氧气需求的诊断标签和集群:在两个独立队列中进行数据驱动的探索性集群分析

Damian Alvarez-Paggi1, Anhar Ullah2, Gaston Ofman3

  • 1Fundacion Infant, Buenos Aires, Argentina; Consejo Nacional de Investigaciones Científicas y Técnicas, Buenos Aires, Argentina; Centro Infant de Medicina Traslacional, Escuela de Bio y Nanotecnologías, Universidad Nacional de San Martín, San Martin Provincia de Buenos Aires, Argentina; Centro de Rediseño de Proteínas, Instituto de Investigaciones Biotecnológicas, Universidad Nacional de San Martín, San Martín, Provincia de Buenos Aires, Argentina.

The Lancet. Child & adolescent health
|December 18, 2025
PubMed
概括

在早产婴儿中灵感氧气需求的轨迹确定了不同的肺部疾病模式. 这种数据驱动的方法可能能够更早地识别高风险的婴儿,以便进行精确的干预.

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