Research

I am broadly interested in Neuroimaging, Computer Vision and Natural Language Processing.

Google Scholar, Semantic Scholar, Research Gate

Selected Papers

Pre-print

2023

• Automated Ensemble-Based Segmentation of Adult Brain Tumors: A Novel Approach Using the BraTS AFRICA Challenge Data
  Sovesh Mohapatra, Chiranjeewee Prasad Koirala, Advait Gosai, Gottfried Schlaug
  arXiv

• Meta-Analysis of Transfer Learning for Segmentation of Brain Lesions
  Sovesh Mohapatra, Advait Gosai, Anant Shinde, Aleksei Rutkovskii, Sirisha Nouduri, Gottfried Schlaug
  arXiv

2022

• The (In)Effectiveness of Intermediate Task Training For Domain Adaptation and Cross-Lingual Transfer Learning
  Sovesh Mohapatra, Somesh Mohapatra
  arXiv

Peer-Reviewed Journal

2024

• Machine-learning based prediction of future outcome using multimodal MRI during early childhood
  Minhui Ouyang, Matthew T. Whitehead, Sovesh Mohapatra, Tianjia Zhu, Hao Huang
  Seminars in Fetal and Neonatal Medicine

2023

• Identifying the engagement of a brain network during a targeted tDCS-fMRI experiment using a machine learning approach
  Sovesh Mohapatra, Anant Shinde, Gottfried Schlaug
  PLOS Computational Biology

2021

• Repurposing therapeutics for COVID-19: Rapid prediction of commercially available drugs through machine learning and docking
  Sovesh Mohapatra, Prathul Nath, Manisha Chatterjee, Neeladrisingha Das, Deepjyoti Kalita, Partha Roy, Soumitra Satapathi
  PLOS One

Conference Proceedings

2024

• Graph kernel assisted robust individual and group level functional brain parcellation (GRAFP) Sovesh Mohapatra, Minhui Ouyang, Qinmu Peng, Hao Huang
  ISMRM & ISMRT Annual Meeting & Exhibition

• Differential myelination maturation across cortical regions and white matter tracts during infancy Ruolin Li, Wentao Wu, Sovesh Mohapatra, Kay Sindabizera, Ziqin Zhang, Chancellor Lee, Minhui Ouyang, Hao Huang
  ISMRM & ISMRT Annual Meeting & Exhibition

2023

• An Ensemble Approach for Segmentation of Neonatal HIE Lesions
  Sovesh Mohapatra, Chiranjeewee Prasad Koirala, Gottfried Schlaug
  BONBID-HIE MICCAI

• SAM vs BET: A Comparative Study for Brain Extraction and Segmentation of Magnetic Resonance Images using Deep Learning
  Sovesh Mohapatra, Advait Gosai, Gottfried Schlaug
  MEDICAL IMAGING MEETS NEURIPS

• Automated ensemble method for pediatric brain tumor segmentation
  Sovesh Mohapatra, Shashidhar Reddy Javaji, Advait Gosai, Gottfried Schlaug
  MICCAI BrainLes Workshop

2022

• Sentiment is all you need to win US Presidential elections
  Sovesh Mohapatra, Somesh Mohapatra
  AACL NLP4DH

2019

• Magneto-Dielectric Hyperthermia Therapy for Adenocarcinoma
  Sovesh Mohapatra, Soumitra Satapathi
  MRS Spring Meeting

• Inorganic Halide Perovskite Single Crystal—Growth Mechanism, Structural and Optical Properties
  Sovesh Mohapatra, Naveen Tailor, Soumitra Satapathi
  MRS Fall Meeting