How far MS lesion detection and segmentation are integrated into the clinical workflow? A systematic review

How far MS lesion detection and segmentation are integrated into the clinical workflow? A systematic review

Introduction: Over the past few years, the deep learning community has developed and validated a plethora of tools for lesion detection and segmentation in Multiple Sclerosis (MS). However, there is an important gap between validating models technically and clinically. To this end, a six-step framew...

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Hauptverfasser: Federico Spagnolo, Adrien Depeursinge, Sabine Schädelin, Aysenur Akbulut, Henning Müller, Muhamed Barakovic, Lester Melie-Garcia, Meritxell Bach Cuadra, Cristina Granziera
Format: Artikel
Sprache:English
Veröffentlicht: Elsevier 2023-01-01
Schriftenreihe:NeuroImage: Clinical
Schlagworte:
MRI
Multiple sclerosis
Systematic review
Lesion segmentation
Lesion detection
Online Zugang:http://www.sciencedirect.com/science/article/pii/S2213158223001821

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http://www.sciencedirect.com/science/article/pii/S2213158223001821

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