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SCHMIDT- MENGIN , Marius

Last name: SCHMIDT- MENGIN

First name: Marius

September 23, 2021 (v1)

Conference paper

Metadata-only

Intensity based Regions Of Interest (ROIs) preselection followed by Convolutional Neuronal Network (CNN) based segmentation for new lesions detection in Multiple Sclerosis

Hamzaoui, Mariem Soulier, Théodore Yazdan-Panah, Arya

Detecting new lesions is a key aspect of the radiological follow-up of patients with Multiple Sclerosis (MS), leading to eventual changes in their therapeutics. Our pipeline for new lesion detection based on two consecutive FLAIR MRIs consists in two steps. We start by a detection of potential Region Of Interest (ROI) containing new lesions...

Uploaded on: December 3, 2022
2022 (v1)

Journal article

Metadata-only

Online hard example mining vs. fixed oversampling strategy for segmentation of new multiple sclerosis lesions from longitudinal FLAIR MRI

Schmidt- Mengin, Marius Soulier, Théodore Hamzaoui, Mariem

Detecting new lesions is a key aspect of the radiological follow-up of patients with Multiple Sclerosis (MS), leading to eventual changes in their therapeutics. This paper presents our contribution to the MSSEG-2 MICCAI 2021 challenge. The challenge is focused on the segmentation of new MS lesions using two consecutive Fluid Attenuated...

Uploaded on: December 3, 2022