Comprehensive cough data analysis on CODA TB.

2023 IEEE International Conference on Big Data (BigData)（2023）

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摘要

This work leverages CODA TB, a groundbreaking dataset for a novel comprehensive method of early TB detection from medical big data. Departing from the erstwhile, we find mere cough duration less effective in TB prediction. We discover key demographic and clinical factors (e.g. heart rate, presenting symptoms) to be crucial in distinguishing TB cases, motivating comprehensive cough data analysis with enhanced screening.

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关键词

Audio-visual analysis,medical big data,TB detection

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