Somya D. Mohanty

28 papers A 1C 1Journal 14Unranked 12

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Automated SNOMED CT Concept Annotation in Clinical Text Using Bi-GRU Neural Networks. ICBRA Ali Noori, Pratik Devkota, Somya D. Mohanty, Prashanti Manda
2025	J	`jnl`	Automated SNOMED CT Concept Annotation in Clinical Text Using Bi-GRU Neural Networks. CoRR Ali Noori, Pratik Devkota, Somya D. Mohanty, Prashanti Manda
2025	J	`jnl`	LLMs in Action: Robust Metrics for Evaluating Automated Ontology Annotation Systems. Inf. Ali Noori, Pratik Devkota, Somya D. Mohanty, Prashanti Manda
2025	—	`conf`	Leveraging Large Language Models and RNNs for Accurate Ontology-Based Text Annotation. BIOSTEC (1) Pratik Devkota, Somya D. Mohanty, Prashanti Manda
2025	J	`jnl`	Optimizing large language models for ontology-based annotation: a study on gene ontology in biomedical texts. BioData Min. Pratik Devkota, Somya D. Mohanty, Prashanti Manda
2025	J	`jnl`	Semantic Analysis of SNOMED CT Concept Co-occurrences in Clinical Documentation using MIMIC-IV. CoRR Ali Noori, Somya D. Mohanty, Prashanti Manda
2023	—	`conf`	Ontology-Powered Boosting for Improved Recognition of Ontology Concepts from Biological Literature. BIOINFORMATICS Pratik Devkota, Somya D. Mohanty, Prashanti Manda
2023	—	`conf`	Using Ontology Embeddings With Deep Learning Architectures to Improve Prediction of Ontology Concepts From Literature. ICBO Pratik Devkota, Somya D. Mohanty, Prashanti Manda
2022	J	`jnl`	A Gated Recurrent Unit based architecture for recognizing ontology concepts from biological literature. BioData Min. Pratik Devkota, Somya D. Mohanty, Prashanti Manda
2022	J	`jnl`	A Scalable Trustworthy Infrastructure for Collaborative Container Repositories. Distributed Ledger Technol. Res. Pract. Franklin Wei, Stephen R. Tate, Mahalingam Ramkumar, Somya D. Mohanty
2022	—	`conf`	Knowledge of the Ancestors: Intelligent Ontology-aware Annotation of Biological Literature using Semantic Similarity. ICBO Pratik Devkota, Somya D. Mohanty, Prashanti Manda
2022	J	`jnl`	Machine learning for predicting readmission risk among the frail: Explainable AI for healthcare. Patterns Somya D. Mohanty, Deborah Lekan, Thomas P. McCoy, Marjorie Jenkins, Prashanti Manda
2021	J	`jnl`	A multi-modal approach towards mining social media data during natural disasters - a case study of Hurricane Irma. CoRR Somya D. Mohanty, Brown Biggers, Saed SayedAhmed, Nastaran Pourebrahim, Evan B. Goldstein, Rick Bunch, Guangqing Chi, Fereidoon Sadri, Tom P. McCoy, Arthur Cosby
2020	—	`conf`	A multi-modal machine learning approach towards predicting patient readmission. BIBM Somya D. Mohanty, Thomas P. McCoy, Prashanti Manda, Deborah Lekan, Marjorie Jenkins
2020	—	`conf`	Automated ontology-based annotation of scientific literature using deep learning. SBD@SIGMOD Prashanti Manda, Saed SayedAhmed, Somya D. Mohanty
2020	J	`jnl`	psi-collect: A Python module for post-storm image collection and cataloging. J. Open Source Softw. Matthew Moretz, Daniel Foster, John Weber, Rinty Chowdhury, Shah Rafique, Evan B. Goldstein, Somya D. Mohanty
2019	J	`jnl`	A data-driven approach to predicting diabetes and cardiovascular disease with machine learning. BMC Medical Informatics Decis. Mak. An Dinh, Stacey Miertschin, Amber Young, Somya D. Mohanty
2018	J	`jnl`	A Scalable, Trustworthy Infrastructure for Collaborative Container Repositories. CoRR Franklin Wei, Mahalingam Ramkumar, Somya D. Mohanty
2018	J	`jnl`	Data-Driven Exploration of Factors Affecting Federal Student Loan Repayment. CoRR Bin Luo, Qi Zhang, Somya D. Mohanty
2018	—	`conf`	Enhancing Trip Distribution Prediction with Twitter Data: Comparison of Neural Network and Gravity Models. GeoAI@SIGSPATIAL Nastaran Pourebrahim, Selima Sultana, Jean-Claude Thill, Somya D. Mohanty
2018	—	`conf`	Taking a Dive: Experiments in Deep Learning for Automatic Ontology-Based Annotation of Scientific Literature. ICBO Prashanti Manda, Lucas Beasley, Somya D. Mohanty
2018	—	`conf`	The Propagation of Counteracting Information in Online Social Networks: A Case Study. ICDM Workshops Logan Rohde, Somya D. Mohanty, Jing Deng, Fereidoon Sadri
2018	J	`jnl`	What we learn from learning - Understanding capabilities and limitations of machine learning in botnet attacks. CoRR David Santana, Shan Suthaharan, Somya D. Mohanty
2017	—	`conf`	What's Hot and What's Not? - Exploring Trends in Bioinformatics Literature Using Topic Modeling and Keyword Analysis. ISBRA Alexander Hahn, Somya D. Mohanty, Prashanti Manda
2015	J	`jnl`	A sentiment analysis of U.S. local government tweets: The connection between tone and citizen involvement. Gov. Inf. Q. Staci M. Zavattaro, P. Edward French, Somya D. Mohanty
2014	A	`conf`	A Trustworthy Assurance-as-a-Service Architecture. ICS Mahalingam Ramkumar, Somya D. Mohanty
2012	—	`conf`	An Efficient TCB for a Generic Content Distribution System. CyberC Somya D. Mohanty, Arun Velagapalli, Mahalingam Ramkumar
2011	C	`conf`	Securing File Storage in an Untrusted Server - Using a Minimal Trusted Computing Base. CLOSER Somya D. Mohanty, Mahalingam Ramkumar