A convenient machine learning model to predict full stomach and evaluate the safety and comfort improvements of preoperative oral carbohydrate in patients undergoing elective painless gastrointestinal endoscopy

Yuzhan Jina School of Basic Medicine and Clinical Pharmacy, China Pharmaceutical University, Nanjing, China;b Department of Clinical Pharmacology, Nanjing First Hospital, Nanjing Medical University, Nanjing, ChinaView further author information

Mingtao Mac Department of Anesthesiology, Perioperative and Pain Medicine, Nanjing First Hospital, Nanjing Medical University, Nanjing, China;d Department of Anesthesiology, Leping People’s Hospital, Jiangxi, ChinaView further author information

Yuqing Yana School of Basic Medicine and Clinical Pharmacy, China Pharmaceutical University, Nanjing, China;b Department of Clinical Pharmacology, Nanjing First Hospital, Nanjing Medical University, Nanjing, ChinaView further author information

Yaoyi Guoc Department of Anesthesiology, Perioperative and Pain Medicine, Nanjing First Hospital, Nanjing Medical University, Nanjing, ChinaView further author information

Yue Fengc Department of Anesthesiology, Perioperative and Pain Medicine, Nanjing First Hospital, Nanjing Medical University, Nanjing, ChinaView further author information

Chen Chenb Department of Clinical Pharmacology, Nanjing First Hospital, Nanjing Medical University, Nanjing, China;e Department of Pharmacy, Nanjing First Hospital, China Pharmaceutical University, Nanjing, ChinaView further author information

Yi Zhongc Department of Anesthesiology, Perioperative and Pain Medicine, Nanjing First Hospital, Nanjing Medical University, Nanjing, ChinaView further author information

Kaizong Huangb Department of Clinical Pharmacology, Nanjing First Hospital, Nanjing Medical University, Nanjing, China;e Department of Pharmacy, Nanjing First Hospital, China Pharmaceutical University, Nanjing, ChinaView further author information

Huaming Xiaf Nanjing Xiaheng Network System Co., Ltd., Nanjing, ChinaView further author information

Yan Libog Jiangsu Kaiyuan Pharmaceutical Co., Ltd., Nanjing, ChinaView further author information

Yanna Sic Department of Anesthesiology, Perioperative and Pain Medicine, Nanjing First Hospital, Nanjing Medical University, Nanjing, ChinaCorrespondence[email protected]
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Jianjun Zoub Department of Clinical Pharmacology, Nanjing First Hospital, Nanjing Medical University, Nanjing, China;e Department of Pharmacy, Nanjing First Hospital, China Pharmaceutical University, Nanjing, ChinaCorrespondence[email protected]
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A convenient machine learning model to predict full stomach and evaluate the safety and comfort improvements of preoperative oral carbohydrate in patients undergoing elective painless gastrointestinal endoscopy

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A convenient machine learning model to predict full stomach and evaluate the safety and comfort improvements of preoperative oral carbohydrate in patients undergoing elective painless gastrointestinal endoscopy

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