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Authors
Bikku, Thulasi
K.P.N.V., Satya Sree
Thota, Srinivasarao
Pujari, Jeevana Jyothi
Batchu, Raj Kumar
Mortezaagha, Pouria
Kumar, Malligunta Kiran
Anitha, Raju
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Article History
Received: 24 January 2025
Accepted: 12 November 2025
First Online: 24 November 2025
Declarations
:
: The authors declare no competing interests.
: This study did not involve the participation of human subjects directly. The datasets (Coswara and ICBHI) used in this research are publicly available and have been anonymized. According to institutional and national guidelines, ethical approval was not required for this study. References to the datasets are provided for verification.
: The datasets used (Coswara and ICBHI) were publicly available and anonymized at the source. As such, obtaining informed consent from participants was deemed unnecessary by the dataset providers. The datasets comply with national regulations and institutional requirements.
: All methods were carried out in accordance with relevant guidelines and regulations. The analysis of anonymized datasets ensures compliance with institutional and ethical standards.
: Clinical trial number: not applicable.
