The Contribution of Chest X-Ray to Predict Extubation Failure in Mechanically Ventilated Patients Using Machine Learning-Based Algorithms by Kiyoyasu Fukuchi, Itsuki Osawa, MD, Shunya Satake, MD, Honoka Ito, Junichiro Shibata, Eisuke Dohi, MD, Daisuke Kasugai, MD, Yoshihisa Miyamoto, MD, PhD, Hiroyuki Ohbe, MD, Mitsuhiro Tamoto, RN, MS, Naoki Yamada, MD, Keisuke Yoshikawa, Tadahiro Goto, MD, MPH, PhD

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