About Me

I am a Ph.D. candidate in Medical Computer Vision at the University of Eastern Finland. I work within the Multiscale Imaging and Biomedical Image Analysis Groups under the supervision of Prof. Alejandra Sierra and Prof. Jussi Tohka. My research lies at the intersection of computer vision, machine learning, and computational imaging for biomedical applications. I recently completed a six-month research visit at Harvard Medical School, where I developed methods for MRI super-resolution and multi-view ultrasound compounding. I hold both a B.Sc. and an M.Sc. in Electrical Engineering with a specialization in advanced signal and image processing. My research interests include physics-aware and learning-based imaging, with strong experience in diffusion MRI simulation, restoration (super-resolution, distortion correction, and denoising), weakly supervised segmentation, multi-sensor image fusion, and image-to-image translation. I am also interested in multimodal image generation and in emerging foundation models aimed at enabling robust, data-efficient, and clinically deployable AI systems.

Selected Research & Projects

USFetal: Tools for Fetal Brain Ultrasound Compounding

Mohammad Khateri, Morteza Ghahremani, Sergio Valencia, Camilo Jaimes, Alejandra Sierra, Jussi Tohka, P. Ellen Grant, Davood Karimi

IEEE Journal of Biomedical and Health Informatics, 2026 Under Review

Paper Code

MRI Super-Resolution with Deep Learning: A Comprehensive Survey

Mohammad Khateri, Serge Vasylechko, Morteza Ghahremani, Liam Timms, Deniz Kocanaogullari, Simon K. Warfield, Camilo Jaimes, Davood Karimi, Alejandra Sierra, Jussi Tohka, Sila Kurugol, Onur Afacan

Proceedings of the IEEE, 2025Under Review

Paper Code

H-ViT: Hierarchical Vision Transformer for Deformable Registration

Morteza Ghahremani, Mohammad Khateri, Bailiang Jian, Benedikt Wiestler, Ehsan Adeli, Christian Wachinger

IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024

Paper Code

No-Clean-Reference Image Super-Resolution: Application to Electron Microscopy

Mohammad Khateri, Morteza Ghahremani, Alejandra Sierra, Jussi Tohka

IEEE Transactions on Computational Imaging, 2024

Paper Code

Self-Supervised Super-Resolution Approach for Isotropic Reconstruction of 3D Electron Microscopy Images from Anisotropic Acquisition

Mohammad Khateri, Morteza Ghahremani, Alejandra Sierra, Jussi Tohka

European Workshop on Visual Information Processing (EUVIP), 2023

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Adversarial Distortion Learning for Medical Image Denoising

Morteza Ghahremani, Mohammad Khateri, Alejandra Sierra, Jussi Tohka

arXiv preprint, 2022

Paper Code

What Does FEXI Measure?

Mohammad Khateri, Marco Reisert, Alejandra Sierra, Jussi Tohka, Valerij G. Kiselev

NMR in Biomedicine, 2022

Paper

A Variational Approach for Fusion of Panchromatic and Multispectral Images Using a New Spatial–Spectral Consistency Term

Mohammad Khateri, Fahim Shabanzade, Fardin Mirzapour, Amirhossein Zaji, Zheng Liu

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2020

Paper

Contact

Email (Academic): mohammad.khateri@uef.fi

Email (Personal): mkhateri@outlook.com

Office:
A.I. Virtanen Institute for Molecular Sciences (AIVI)
University of Eastern Finland
Kuopio, Finland

Postal address:
P.O. Box 1627
FI-70211 Kuopio
Finland