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Mehmet Yigit Avci
Publication Activity (10 Years)
Years Active: 2021-2024
Publications (10 Years): 3
Top Topics
Inhomogeneity Correction
Monte Carlo
Deep Learning
Tissue Segmentation
Top Venues
CoRR
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Publications
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Mehmet Yigit Avci
,
Emily Chan
,
Veronika A. M. Zimmer
,
Daniel Rueckert
,
Benedikt Wiestler
,
Julia A. Schnabel
,
Cosmin I. Bercea
Unsupervised Analysis of Alzheimer's Disease Signatures using 3D Deformable Autoencoders.
CoRR
(2024)
Christiane Posselt
,
Mehmet Yigit Avci
,
Mehmet Yigitsoy
,
Patrick Schünke
,
Christoph Kolbitsch
,
Tobias Schäffter
,
Stefanie Remmele
Simulation of acquisition shifts in T2 Flair MR images to stress test AI segmentation networks.
CoRR
(2023)
Mehmet Yigit Avci
,
Ziyu Li
,
Qiuyun Fan
,
Susie Yi Huang
,
Berkin Bilgic
,
Qiyuan Tian
Quantifying the uncertainty of neural networks using Monte Carlo dropout for deep learning based quantitative MRI.
CoRR
(2021)