MRI benchmarking paper accepted at CVIP 2026
Benchmarking MRI representations for deep learning-based focal cortical dysplasia segmentation.
View paper details ↗Soumen Ghosh, PhD
Clinical Data
& Imaging AI
I combine clinical data, medical imaging, AI and quantitative biomarkers to investigate neurological disease, occupational lung disease and cancer.
Senior ResearcherI-MED Radiology Network
Honorary FellowThe University of Queensland
Adjunct LecturerCharles Darwin University
Research focus
Research areas
01
Neuroimaging & neurological disease
Structural and diffusion MRI, epilepsy lesion detection and imaging biomarkers of neurodegeneration.
Explore theme 02Occupational lung disease & thoracic imaging
Quantitative CT and the relationship between lung structure, disease and pulmonary function.
Explore theme 03Cancer imaging
PET–CT tumour segmentation and evaluation across cancer types and patient cohorts.
Explore themeCRIL-U-Net accepted at MICAD 2026
Compact ratio-interaction learning for focal cortical dysplasia segmentation from T1w and FLAIR MRI.
View publication details ↗Work with me
Consulting & Training
Design a clinical or imaging study, evaluate an AI model or build your team’s skills. Explore research consulting, industry support and tailored Clinical AI training.