The Utility of Applying Various Image Preprocessing Strategies to Reduce the Ambiguity in Deep Learning-based Clinical Image Diagnosis

PURPOSE: A general problem of machine-learning algorithms based on the convolutional neural network (CNN) technique is that the reason for the output judgement is unclear. The purpose of this study was to introduce a strategy that may facilitate better understanding of how and why a specific judgeme...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Veröffentlicht in:Magn Reson Med Sci
Hauptverfasser: Tachibana, Yasuhiko, Obata, Takayuki, Kershaw, Jeff, Sakaki, Hironao, Urushihata, Takuya, Omatsu, Tokuhiko, Kishimoto, Riwa, Higashi, Tatsuya
Format: Artigo
Sprache:Inglês
Veröffentlicht: Japanese Society for Magnetic Resonance in Medicine 2019
Schlagworte:
Major Paper
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC7232029/
https://ncbi.nlm.nih.gov/pubmed/31080211
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.2463/mrms.mp.2019-0021
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!

Ähnliche Einträge