Identifying Pediatric Crohn’s Disease Using Deep Learning to Classify Magnetic Resonance Enterography (MRE) Images

Marissa Shand,Joseph Manderfield, Surbhi Singh, Clair McLafferty,Yash Sharma,Saurav Sengupta,Philip Fernandes, Dionysios Koroulakis,Sana Syed,Donald E. Brown

2021 Systems and Information Engineering Design Symposium (SIEDS)（2021）

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摘要

Crohn’s Disease (CD) diagnosis is a constant challenge for clinicians. Even with extensive magnetic resonance enterography (MRE) scans, identifying tissue damaged by CD can still be difficult, even for experts. Deep learning approaches for medical applications have recently gained traction as tools to complement radiologist consultation. Computer aided diagnosis can potentially save time and labor...

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关键词

Deep learning,Image segmentation,Neural networks,Magnetic resonance,Imaging,Medical services,Manuals

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