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Author

Sagar B. Shinde

3 papers indexed here

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Conference Aug 2026

Explainable AI for Clinical Text-to-ICD-10 Mapping Using Biomedical Language Models

Medical coding is very important for billing, record keeping, and data analysis in health care organizations. But doing the by manually takes a long time and can lead to mistakes. In this, an automated medical coding system that helps in suggesting correct ICD-10 codes from clinical text. To understand medical terms, t...

Snehal Paranjape, Sagar B. Shinde, Viraj D. Patil et al. · 0 citations
Conference Aug 2026

Advancing Cognitive Radio Spectrum Sensing with Deep Learning and Explainable AI: Cross-Domain Attribution Reveals SNR-Dependent Feature Bias

The growing demand for wireless spectrum has made Dynamic Spectrum Access through Cognitive Radio a necessity, its core function is spectrum sensing, remains unre-liable when traditional methods like Energy Detection face low Signal-to-Noise Ratio (SNR) environments. The proposed work presents a deep learning framework...

Sagar B. Shinde, R. Rathod, L. Wadhwa et al. · 0 citations
Conference Aug 2026

FedShield: A Dual Algorithm Defense Against Backdoor and Poisoning Attacks in Federated Learning

Federated Learning (FL) allows multiple clients to train a single model across devices, safeguarding data privacy in decentralised setups. However, while data does not leave the client, clients can still manipulate the model updates. This makes FL susceptible to poisoning and backdoor attacks. Backdoor attacks are part...

Rahul Patil, Tejas Vitthal Bhise, Prathamesh S. Nalawade et al. · 0 citations

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