Identifying Key Variances in Clinical Pathways Associated With Prolonged Hospital Stays Using Machine Learning and ePath Real-World Data: Model Development and Validation Study

Identifying Key Variances in Clinical Pathways Associated With Prolonged Hospital Stays Using Machine Learning and ePath Real-World Data: Model Development and Validation Study

Authors of this article:

Saori Tou¹ ;   Koutarou Matsumoto¹ ;   Asato Hashinokuchi² ;   Fumihiko Kinoshita² ;   Yasunobu Nohara³ ;   Takanori Yamashita⁴ ;   Yoshifumi Wakata⁵ ;   Tomoyoshi Takenaka² ;   Hidehisa Soejima⁶ ;   Tomoharu Yoshizumi² ;   Naoki Nakashima^{4, 7} ;   Masahiro Kamouchi^{1, 8}