21 citations · 27 across the 9 of their papers we have counts for
4 papers · 1 filter
Automated Ensemble-Based Segmentation of Adult Brain Tumors: A Novel Approach Using the BraTS AFRICA Challenge Data
Chiranjeewee Prasad Koirala, Sovesh Mohapatra, Advait Gosai +1
Brain tumors, particularly glioblastoma, continue to challenge medical diagnostics and treatments globally. This paper explores the application of deep learning to multi-modality m…
Automated ensemble method for pediatric brain tumor segmentation
Shashidhar Reddy Javaji, Sovesh Mohapatra, Advait Gosai +1
Brain tumors remain a critical global health challenge, necessitating advancements in diagnostic techniques and treatment methodologies. A tumor or its recurrence often needs to be…
Meta-Analysis of Transfer Learning for Segmentation of Brain Lesions
Sovesh Mohapatra, Advait Gosai, Anant Shinde +3
A major challenge in stroke research and stroke recovery predictions is the determination of a stroke lesion's extent and its impact on relevant brain systems. Manual segmentation…
SAM vs BET: A Comparative Study for Brain Extraction and Segmentation of Magnetic Resonance Images using Deep Learning
Sovesh Mohapatra, Advait Gosai, Gottfried Schlaug
Brain extraction is a critical preprocessing step in various neuroimaging studies, particularly enabling accurate separation of brain from non-brain tissue and segmentation of rele…