Portrait of Fuat Arslan

Fuat Arslan

M.Sc. Student in Electrical & Electronics Engineering
Bilkent University, Ankara, Turkey
arsln.fuat@gmail.com

About Me

Hi, I’m Fuat — a researcher, dreamer, and builder of intelligent machines that help doctors see the . I’m currently pursuing my M.Sc. in Electrical and Electronics Engineering at Bilkent University, where I study how to make AI systems not just smart, but trustworthy. My work lives at the intersection of mathematics, deep learning, and medical imaging — creating models that can actually make sense in a hospital, not just on a benchmark.

Research Interests

  • Diffusion and generative modeling
  • Medical imaging and physics-informed AI
  • Agentic and human-in-the-loop learning
  • Trustworthy and reliable AI systems

Education

Ph.D., Electrical Engineering (incoming)
Stanford University

M.Sc., Electrical & Electronics Engineering
Bilkent University · CGPA: 4.00/4.00

B.Sc., Electrical & Electronics Engineering
Bilkent University · CGPA: 3.88/4.00

Selected Publications

SelfRDB thumbnail
Self-Consistent Recursive Diffusion Bridge for Medical Image Translation
F. Arslan, B. Kabas, O. Dalmaz, M. Ozbey, T. Çukur
Medical Image Analysis (MEDIA), 2025 (in press)
[arXiv] · [GitHub]
FedGAT thumbnail
Generative Autoregressive Transformers for Model-Agnostic Federated MRI Reconstruction
V. A. Nezhad, G. Elmas, B. Kabas, F. Arslan, T. Çukur
arXiv:2502.04521, 2025
[arXiv] · [GitHub]
MambaRoll thumbnail
Physics-Driven Autoregressive State-Space Models for Medical Image Reconstruction
B. Kabas, F. Arslan, V. A. Nezhad, S. Ozturk, E. U. Saritas, T. Çukur
arXiv:2412.09331, 2025
[arXiv] · [GitHub]
I2I-Mamba thumbnail
I2I-Mamba: Multi-modal Medical Image Synthesis via Selective State Space Modeling
O. F. Atli, B. Kabas, F. Arslan, M. Yurt, O. Dalmaz, T. Çukur
arXiv:2405.14022, 2024
[arXiv] · [GitHub]

Full list available on Google Scholar.

Beyond Academia

I’ve trained in many styles — kickboxing, Wushu, Wing Chun, and now Kali Eskrima. What keeps me in it isn’t philosophy or discipline; it’s the feeling itself.