CV

Education

• Ph.D in Biomedical Engineering, Case Western Reserve University, 2024
• M.S. in Electrical Enngineering, Bangladesh University of Engineering and Technology, 2018
• B.S. in Electrical Enngineering, Bangladesh University of Engineering and Technology, 2016

Work experience

• Postdoctoral Research Fellow, Cleveland Clinic, Aug 2024 - May 2025
  • Developing AI-based models for image segmentation, enhancement, and radiomics analysis in musculoskeletal and neuroimaging applications.
  • Implementing advanced quantitative imaging and deep learning techniques to improve diagnostic accuracy and patient care.
  • Collaborating with multidisciplinary teams to integrate AI-driven image quality improvement algorithms into clinical workflows

  • Managing and analyzing large-scale medical imaging datasets to ensure high-quality data governance and compliance with HIPAA/FDA guidelines.

  • Supervisor: Dr. Xiaojuan Li, Dr. Nukio Nakamura
• Research Assistant, Case Western Reserve University, Aug 2018 - May 2024
  • Led development, installation, calibration, quality assessment of novel 3D ultrasound imaging system for improved eye disease diagnosis, treatment planning, and assessment.
  • Designed image preprocessing, annotation, and storage solutions for large imaging datasets.
  • Developed novel image enhancement approach using GAN for real-time clinical applications in 3D medical imaging.
  • Developed robust image segmentation technique for ciliary body assessment, enabling new clinical applications.
  • Developed whole eye imaging and analysis of intraocular foreign body using CT and 3D ultrasound

  • Developed end-to-end deep neural network approach for tuning-free non-contrast ultrasound micro-vascular imaging.

  • Supervisor: Dr. David L. Wilson
• Machine Learning Engineer, Semion Inc., Nov 2016 - Feb 2018
  • Developed and deployed custom machine learning models for computer vision and NLP algorithms for Chest X-ray screening, resulting in improved performance and efficiency.
  • Collaborated with multi-disciplinary product development teams in fast paced start-up setting to identify performance improvement opportunities and integrate trained models.
  • Built cloud-based AI infrastructure for large-scale medical image processing

Skills

• Programming
  • Python (NumPy, OpenCV, scikit-image, PyTorch, TensorFlow), C/C++, MATLAB
• Image Processing:
  • Segmentation, classification, registration, reconstruction, inverse problems, denoising, radiomics
• Imaging Modality:
  • Ultrasound, MRI, CT
• Machine Learning & AI
  • CNNs, GANs, Transformers, Diffusion Models, Radiomics, Statistical Modeling, Bayesian Statistics, Causal Inference, Graph Neural Networks, Survival Analysis, Longitudinal Analysis

Publications

Improved biometric quantification in 3D ultrasound biomicroscopy via generative adversarial networks-based image enhancement

Minhaz, Ahmed Tahseen. (2025). "Improved biometric quantification in 3D ultrasound biomicroscopy via generative adversarial networks-based image enhancement." J Digit Imaging. Inform. med.. 1-12.

Assessment of intraocular foreign body using high resolution 3D ultrasound imaging

Minhaz, Ahmed Tahseen. (2024). "Assessment of intraocular foreign body using high resolution 3D ultrasound imaging." Scientic Reports. 14.

End-to-end deep learning for tuning-free non-contrast ultrasound microvessel imaging

Minhaz, Ahmed Tahseen. (2025). "Improved biometric quantification in 3D ultrasound biomicroscopy via generative adversarial networks-based image enhancement." J Digit Imaging. Inform. med.. 1-12.

Deep Learning Segmentation, Visualization, and Automated 3D Assessment of Ciliary Body in 3D Ultrasound Biomicroscopy Images

Minhaz, Ahmed Tahseen. (2022). "Deep Learning Segmentation, Visualization, and Automated 3D Assessment of Ciliary Body in 3D Ultrasound Biomicroscopy Images." Trans. Vis. Sci. Tech.. 11(10).

Clinical 3D imaging of the anterior segment with ultrasound biomicroscopy

Helms, Richard. (2021). "Clinical 3D Imaging of the Anterior Segment With Ultrasound Biomicroscopy" Trans. Vis. Sci. Tech.. 10(3).

Service and leadership

• Founder President, Bangladeshi Students Association at CWRU (2019-2021)

Patents

• US Patent No. 20210383548A1. “Processing three-dimensional (3D) ultrasound images”