騒音環境での聴診器精度向上:スマートステートスコープ開発(A smarter stethoscope for a noisy world)

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2025-03-24 ジョンズ・ホプキンス大学(JHU)

ジョンズ・ホプキンス大学のムーニャ・エルヒラリ教授は、NIH支援のもとAIと新素材を活用したスマート聴診器を開発中です。このデバイスは背景ノイズを抑制し、呼吸音から肺疾患を高精度に診断します。特に小児の急性下気道感染症対策に有効で、アジアやアフリカなどで臨床試験を実施中。「Feelix」としてSonavi Labsが商品化し、FDA承認済み。診断機器が限られる地域でも迅速・低コストで活用が期待されています。

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フェレットのカクテルパーティーにおける混合音声に対する皮質反応の時間的コヒーレンス形成 Temporal coherence shapes cortical responses to speech mixtures in a ferret cocktail party

Neha Joshi,Wing Yiu Ng,Karan Thakkar,Daniel Duque,Pingbo Yin,Jonathan Fritz,Mounya Elhilali & Shihab Shamma
Communications Biology  Published:25 October 2024
DOI:https://doi.org/10.1038/s42003-024-07096-3

騒音環境での聴診器精度向上:スマートステートスコープ開発(A smarter stethoscope for a noisy world)

Abstract

Perceptual segregation of complex sounds such as speech and music simultaneously emanating from multiple sources is a remarkable ability that is common in humans and other animals alike. Unlike animal physiological experiments with simplified sounds or human investigations with spatially broad imaging techniques, this study combines insights from animal single-unit recordings with segregation of speech-like sound mixtures. Ferrets are trained to attend to a female voice and detect a target word, both in presence and absence of a concurrent equally salient male voice. Recordings are made in primary and secondary auditory cortical fields, and in frontal cortex. During task performance, representation of the female words becomes enhanced relative to the male in all, but especially in higher cortical regions. Analysis of the temporal and spectral response characteristics during task performance reveals how speech segregation gradually emerges in the auditory cortex. A computational model evaluated on the same voice mixtures replicates and extends these results to different attentional targets (attention to female or male voices). These findings underscore the role of the principle of temporal coherence whereby attention to a target voice binds together all neural responses coherently modulated with the target, thus ultimately forming and extracting a common auditory stream.

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