Hi there ๐, My name is Sina Ghorbani, a deep learning developer and researcher! Feel free to contact me if you are eager to discuss with me on deep learning and computer vision research and development topics.
I am a detail-oriented health systems engineer with two years of experience in deep learning projects and researches focused on medical imaging. I have a proven track record in research growth and aims to further my studies. Publication are recorded in BMVC, WACV, MedIA, etc. My current research interests include computer vision, multi-modal understanding, long-range modeling, and deep generative models.
โข Remote Research Assistant, RWTH Aachen University, Germany (2023-Present)
- Worked on medical image processing and understanding, particularly on the semantic segmentation task. Currently, I am working on leveraging State Space Models and refining high frequency components in wavelet-based efficient vision transformer in medical image segmentation. results are published and submmited in: (BMVC, WACV)
โข Remote Research Assistant, University of Regensburg, Germany (2024-Present)
- I am Working on leveraging Score-based and Physics-inspired Generative models inverse problems (with a particular focus on Diffusion Models) for CT and MRI reconstruction and segmentation.
โข Dorit Merhof, RWTH, Germany (German research chair on Medical Image Analysis) since 2023 โข Ilker Hacihaliloglu, UBC, Canada (Department of Radiology, Department of Medicine.) since 2023 โข Ulas Bagci, Northwestern University, USA (Department of Radiology) since 2024