Mehmet Yigit Avci

According to our database, Mehmet Yigit Avci authored at least 4 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

MR-CLIP: Efficient Metadata-Guided Learning of MRI Contrast Representations.

Mehmet Yigit Avci, Pedro Borges, Paul Wright, Mehmet Yigitsoy, Sébastien Ourselin, Manuel Jorge Cardoso

CoRR, July, 2025

2024

Unsupervised Analysis of Alzheimer's Disease Signatures using 3D Deformable Autoencoders.

Mehmet Yigit Avci, Emily Chan, Veronika A. M. Zimmer, Daniel Rueckert, Benedikt Wiestler, Julia A. Schnabel, Cosmin I. Bercea

CoRR, 2024

2023

Simulation of acquisition shifts in T2 Flair MR images to stress test AI segmentation networks.

Christiane Posselt, Mehmet Yigit Avci, Mehmet Yigitsoy, Patrick Schünke, Christoph Kolbitsch, Tobias Schäffter, Stefanie Remmele

CoRR, 2023

2021

Quantifying the uncertainty of neural networks using Monte Carlo dropout for deep learning based quantitative MRI.

Mehmet Yigit Avci, Ziyu Li, Qiuyun Fan, Susie Yi Huang, Berkin Bilgic, Qiyuan Tian

CoRR, 2021