- Article
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A Novel Unsupervised You Only Listen Once (YOLO) Machine Learning Platform for Automatic Detection and Characterization of Prominent Bowel Sounds Towards Precision Medicine
- Gayathri Yerrapragada,
- Jieun Lee,
- Mohammad Naveed Shariff,
- Poonguzhali Elangovan,
- Keerthy Gopalakrishnan,
- Avneet Kaur,
- Divyanshi Sood,
- Swetha Rapolu,
- Jay Gohri and
- Shivaram P. Arunachalam
- + 9 authors
Phonoenterography (PEG) offers a non-invasive and radiation-free technique to assess gastrointestinal activity through acoustic signal analysis. In this feasibility study, 110 high-resolution PEG recordings (44.1 kHz, 16-bit) were acquired from eight...