47 citations · 61 across the 14 of their papers we have counts for
20 papers
A Study of Representational Properties of Unsupervised Anomaly Detection in Brain MRI
Ayantika Das, Arun Palla, Keerthi Ram +1
Anomaly detection in MRI is of high clinical value in imaging and diagnosis. Unsupervised methods for anomaly detection provide interesting formulations based on reconstruction or…
EEG aided boosting of single-lead ECG based sleep staging with Deep Knowledge Distillation
Vaibhav Joshi, Sricharan V, Preejith SP +1
An electroencephalogram (EEG) signal is currently accepted as a standard for automatic sleep staging. Lately, Near-human accuracy in automated sleep staging has been achievable by…
MIST GAN: Modality Imputation Using Style Transfer for MRI
Jaya Chandra Raju, Kompella Subha Gayatri, Keerthi Ram +3
MRI entails a great amount of cost, time and effort for the generation of all the modalities that are recommended for efficient diagnosis and treatment planning. Recent advancement…
Early Detection of Retinopathy of Prematurity stage using Deep Learning approach
Supriti Mulay, Keerthi Ram, Mohanasankar Sivaprakasam +1
Retinopathy of Prematurity (ROP) is a fibrovascular proliferative disorder, which affects the developing peripheral retinal vasculature of premature infants. Early detection of ROP…
Style Transfer based Coronary Artery Segmentation in X-ray Angiogram
Supriti Mulay, Keerthi Ram, Balamurali Murugesan +1
X-ray coronary angiography (XCA) is a principal approach employed for identifying coronary disorders. Deep learning-based networks have recently shown tremendous promise in the dia…
Reference-based Texture transfer for Single Image Super-resolution of Magnetic Resonance images
Madhu Mithra K K, Sriprabha Ramanarayanan, Keerthi Ram +1
Magnetic Resonance Imaging (MRI) is a valuable clinical diagnostic modality for spine pathologies with excellent characterization for infection, tumor, degenerations, fractures and…