Niklas Bubeck

According to our database, Niklas Bubeck authored at least 7 papers between 2025 and 2026.

Collaborative distances:

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

2026

Evaluating the Impact of Medical Image Reconstruction on Downstream AI Fairness and Performance.

Matteo Wohlrapp, Niklas Bubeck, Daniel Rueckert, William Lotter

CoRR, April, 2026

No Image, No Problem: End-to-End Multi-Task Cardiac Analysis from Undersampled k-Space.

Yundi Zhang, Sevgi Gokce Kafali, Niklas Bubeck, Daniel Rueckert, Jiazhen Pan

CoRR, March, 2026

TumorFlow: Physics-Guided Longitudinal MRI Synthesis of Glioblastoma Growth.

Valentin Biller, Niklas Bubeck, Lucas Zimmer, Ayhan Can Erdur, Sandeep Nagar, Anke Meyer-Baese, Daniel Rückert, Benedikt Wiestler, Jonas Weidner

CoRR, March, 2026

2025

Latent Interpolation Learning Using Diffusion Models for Cardiac Volume Reconstruction.

Niklas Bubeck, Suprosanna Shit, Chen Chen, Can Zhao, Pengfei Guo, Dong Yang, Georg Zitzlsberger, Daguang Xu, Bernhard Kainz, Daniel Rueckert, Jiazhen Pan

CoRR, August, 2025

Beyond Benchmarks: Dynamic, Automatic And Systematic Red-Teaming Agents For Trustworthy Medical Language Models.

Jiazhen Pan, Bailiang Jian, Paul Hager, Yundi Zhang, Che Liu, Friederike Jungmann, Hongwei Bran Li, Chenyu You, Junde Wu, Jiayuan Zhu, Fenglin Liu, Yuyuan Liu, Niklas Bubeck, Christian Wachinger, Chen Chen, Zhenyu Gong, Cheng Ouyang, Georgios Kaissis, Benedikt Wiestler, Daniel Rueckert

CoRR, August, 2025

Reconstruct or Generate: Exploring the Spectrum of Generative Modeling for Cardiac MRI.

Niklas Bubeck, Yundi Zhang, Suprosanna Shit, Daniel Rueckert, Jiazhen Pan

Proceedings of the Deep Generative Models - 5th MICCAI Workshop, 2025

A Biophysically-Conditioned Generative Framework for 3D Brain Tumor MRI Synthesis.

Valentin Biller, Lucas Zimmer, Can Erdur, Sandeep Nagar, Daniel Rückert, Niklas Bubeck, Jonas Weidner

Proceedings of the Segmentation, Classification, and Synthesis for Brain Tumors and Traumatic Brain Injuries, 2025