Sanuwani Dayarathna
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View article: MU-Diff: a mutual learning diffusion model for synthetic MRI with Application for brain lesions
MU-Diff: a mutual learning diffusion model for synthetic MRI with Application for brain lesions Open
View article: A benchmark dataset for class-wise segmentation of construction and demolition waste in cluttered environments
A benchmark dataset for class-wise segmentation of construction and demolition waste in cluttered environments Open
View article: McCaD: Multi-Contrast MRI Conditioned, Adaptive Adversarial Diffusion Model for High-Fidelity MRI Synthesis
McCaD: Multi-Contrast MRI Conditioned, Adaptive Adversarial Diffusion Model for High-Fidelity MRI Synthesis Open
Magnetic Resonance Imaging (MRI) is instrumental in clinical diagnosis, offering diverse contrasts that provide comprehensive diagnostic information. However, acquiring multiple MRI contrasts is often constrained by high costs, long scanni…
View article: Deep learning based synthesis of MRI, CT and PET: Review and analysis
Deep learning based synthesis of MRI, CT and PET: Review and analysis Open
Medical image synthesis represents a critical area of research in clinical decision-making, aiming to overcome the challenges associated with acquiring multiple image modalities for an accurate clinical workflow. This approach proves benef…
View article: fMRI Feature Extraction Model for ADHD Classification Using Convolutional Neural Network
fMRI Feature Extraction Model for ADHD Classification Using Convolutional Neural Network Open
Biomedical intelligence provides a predictive mechanism for the automatic diagnosis of diseases and disorders. With the advancements of computational biology, neuroimaging techniques have been used extensively in clinical data analysis. At…
View article: A Survey of Attention Deficit Hyperactivity Disorder Identification Using Psychophysiological Data
A Survey of Attention Deficit Hyperactivity Disorder Identification Using Psychophysiological Data Open
Attention Deficit Hyperactivity Disorder (ADHD) is one of the most common neurological disorders among children, that affects different areas in the brain that allows executing certain functionalities. This may lead to a variety of impairm…