A Novel You Only Listen Once (YOLO) Deep Learning Model for Automatic Prominent Bowel Sounds Detection: Feasibility Study in Healthy Subjects - Kalahasty, Rohan; Yerrapragada, Gayathri; Lee, Jieun; Gopalakrishnan, Keerthy; Kaur, Avneet; Muddaloor, Pratyusha; Sood, Divyanshi; Parikh, Charmy; Gohri, Jay; Panjwani, Gianeshwaree Alias Rachna; Asadimanesh, Naghmeh; Ansari, Rabiah Aslam; et al. (Sensors (Basel, Switzerland), 2025)
Keywords: Abdomen; Accuracy; Adult; Artificial intelligence; Auscultation; bowel sounds; Data collection; Datasets; Deep Learning; Endoscopy; Feasibility Studies; Female; Fourier transforms; Gastroenterology; Gastrointestinal Diseases - diagnosis; GI diseases; Healthy Volunteers; Humans; Machine learning; Male; Mel-frequency Cepstral Coefficients (MFCC); phonoenterogram (PEG); Sound; You Only Listen Once (YOLO); CNN; Mel-frequency Cepstral Coefficients (MFCC); bowel sounds; You Only Listen Once (YOLO); phonoenterogram (PEG); artificial intelligence; GI diseases