Sunita Soni

Durango Institute of Technology — Mexico

Health Professions · Health Sciences

11h-index1.1kcitations51works1.12yr avg
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Research Topics

Artificial Intelligence in Healthcare(21), Data Mining Algorithms and Applications(16), Rough Sets and Fuzzy Logic(9), Imbalanced Data Classification Techniques(6), Machine Learning in Healthcare(6)

Publications51 total

Development and Validation of a Novel Bayesian Belief Network: A Reliable Fuzzy Weighted Diabetes Predictive Model
Tikrit Journal of Engineering Sciences·2025Open Access
Development of an enhanced heart attack diagnosis model using knowledge distillation and frequent sequence pattern mining
Knowledge-Based Systems·2025
TriHAtt-BERT-DBiLSTM: Deep learning model for medical emergency prediction from the unstructured data
Expert Systems with Applications·2025
Computational Intelligence Approaches to Predictive Modeling in Clinical Dataset Issues and Challenges: A Review
BENTHAM SCIENCE PUBLISHERS eBooks·2025
MACPGANA: design of a highly efficient multimodal agriculture commodity price prediction model via generative adversarial networks & autoencoders
International Journal of Information Technology·2025
An efficient medical emergency prediction model from unstructured medical transcript using dual attentional Bi-LSTM model
International Journal of Bioinformatics Research and Applications·2025
A 2025 Survey on Machine Learning-Driven Network Intrusion Detection Systems: Trends, Challenges, and Future Directions
International Journal of Scientific Development and Research·2025Open Access
An Ensemble-Based Network Intrusion Detection System Using Random Forest Algorithm: A 2025 Perspective
International Journal of Scientific Development and Research·2025Open Access
Efficient cluster-based deep anomaly detection based traffic analysis and multi-objective optimization for smarter traffic control
Evolving Systems·2024· 2 cited
An Efficient MedicalEmergency Prediction ModelFrom Unstructured Medical Transcript Using Dual Attentional Bilstm Model
International Journal of Bioinformatics Research and Applications·2024
ELM-Based Imbalanced Data Classification-A Review
Informatica·2024· 4 citedOpen Access
Optimized Homomorphic Encryption (OHE) algorithms for protecting sensitive image data in the cloud computing environment
International Journal of Information Technology·2024· 6 citedOpen Access
Weighted Bayesian Belief Network for diabetics: a predictive model
Frontiers in Artificial Intelligence·2024· 4 citedOpen Access
ENHANCING AGRICULTURE COMMODITY PRICE FORECASTING: INTEGRATION OF DEEP LEARNING AND SOFT COMPUTING TECHNIQUES FOR ECONOMIC, FARMER, AND INDUSTRY PERSPECTIVES
2024
A Reliable Diabetes Prediction: Fuzzy Weighted Bayesian Belief Network Model
SSRN Electronic Journal·2024Open Access
Efficient and Secure Optimized Homomorphic Encryption (OHE) Securing Sensitive Images Data in the Age of Cloud Computing
Research Square (Research Square)·2023Open Access
Fuzzy weighted Bayesian belief network: a medical knowledge-driven Bayesian model using fuzzy weighted rules
International Journal of Information Technology·2023· 8 citedOpen Access
Summarization of Unstructured Medical Data for Accurate Medical Prognosis—A Learning Approach
Cognitive science and technology·2023· 2 cited
Sequence Rule Mining for Insulin Dose Prediction Using Temporal Dataset
Smart innovation, systems and technologies·2022
Generation of synthetic datasets using weighted bayesian association rules in clinical world
International Journal of Information Technology·2022· 4 cited
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Frequent Co-authors

Shweta Kharya(12), O. P. Vyas(8), Tripti Swarnkar(8), Jyothi Pillai(6), Amita Mishra(4), Mandira Paul(3), Sharad Iyengar(3), Marie Klingberg‐Allvin(3), Birgitta Essén(3), Arpana Rawal(3), Kirti Iyengar(2), Johan Bring(2), Kristina Gemzell‐Danielsson(2), Maybin Muyeba(2), Nisha Thakur(2), Sanjeev Karmakar(2), Revati Raman Dewangan(2), Richa Dhagat(2), Saurabh Singh(2), Rubi kambo(2)