Enhancing Chicago Classification diagnoses with functional lumen imaging probe—mechanics (FLIP‐MECH)
Sourav Halder,
Jun Yamasaki,
Xinyi Liu
et al.
Abstract:BackgroundEsophageal motility disorders can be diagnosed by either high‐resolution manometry (HRM) or the functional lumen imaging probe (FLIP) but there is no systematic approach to synergize the measurements of these modalities or to improve the diagnostic metrics that have been developed to analyze them. This work aimed to devise a formal approach to bridge the gap between diagnoses inferred from HRM and FLIP measurements using deep learning and mechanics.MethodsThe “mechanical health” of the esophagus was … Show more
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