Masoumeh Javanbakhat

According to our database, Masoumeh Javanbakhat authored at least 5 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

Towards Visually Explaining Statistical Tests with Applications in Biomedical Imaging.

Masoumeh Javanbakhat, Piotr Komorowski, Dilyara Bareeva, Wei-Cheng Lai, Wojciech Samek, Christoph Lippert

CoRR, January, 2026

2025

Multimodal vs. unimodal approaches to uncertainty in 3D image segmentation under distribution shifts.

Masoumeh Javanbakhat, Md Tasnimul Hasan, Christoph Lippert

Comput. Vis. Image Underst., 2025

2024

Quantifying model uncertainty for semantic segmentation of Fluorine-19 MRI using stochastic gradient MCMC.

Masoumeh Javanbakhat, Ludger Starke, Sonia Waiczies, Christoph Lippert

Comput. Vis. Image Underst., 2024

Assessing Uncertainty Estimation Methods for 3D Image Segmentation under Distribution Shifts.

Masoumeh Javanbakhat, Md Tasnimul Hasan, Christoph Lippert

CoRR, 2024

2023

A Probabilistic Approach to Self-Supervised Learning using Cyclical Stochastic Gradient MCMC.

Masoumeh Javanbakhat, Christoph Lippert

CoRR, 2023