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Author

Muhammad Minoar Hossain

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Open access Sep 2026

Inferring lung cancer under limited learning data through gate-based and annealing-based quantum techniques

The findings of this work show a path for applying quantum computing to support healthcare decision-making when data availability is often limited and show a path for applying quantum computing to support healthcare decision-making when data availability is often limited.

Muhammad Minoar Hossain, Md. Hasibul Hassan Himal, Arslan Munir · 0 citations
Open access Aug 2026

Transferability of Quantum Feature Maps from Simulation to Hardware in Healthcare Data

Findings show that current quantum feature maps through the encode–measure–boost pipeline on NISQ hardware do not yet outperform a well-designed classical pipeline.

Muhammad Minoar Hossain, Safiul Haque Chowdhury, Md. Hasibul Hassan Himal et al. · 0 citations
Open access Aug 2026

Enhancing face recognition privacy through the integration of differential privacy and convolutional neural network

The research offers an in-depth analysis of various DP techniques to construct a secure face recognition system employing a Convolutional Neural Network and face classifiers, and concludes that the DP blur with Logistic regression predictors provides the highest privacy, achieving excellent accuracy rates of 97% and 77...

Muhammad Minoar Hossain, Mohammad Motiur Rahman · 0 citations

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