Quantum Feature Selection for Biomedical Data Analysis

arXiv:2609.30256 · quant-ph · Submitted 2026-09-24 · Read on arXiv

quant-ph

Submitted: 2026-09-24

Updated: 2026-09-24

Code: https://github.com/Liu-Machine-Learning/quantum-feature-selection

Terminology

• Feature Selection — 43× in this paper · explained in 4 episodes
• Redundancy — 22× in this paper · explained in 2 episodes
• Accuracy — 11× in this paper · explained in 1 episode
• Autism Spectrum Disorder — 10× in this paper
• QUBO Formulation — 7× in this paper · explained in 3 episodes
• Mutual Information — 6× in this paper
• Objective Function — 5× in this paper · explained in 2 episodes
• Quantum Approximate Optimization Algorithm — 4× in this paper
• Support Vector Machine — 4× in this paper
• Benchmark — 3× in this paper · explained in 2 episodes
• Hamming Distance — 3× in this paper · explained in 2 episodes
• Quadratic Unconstrained Binary Optimization — 3× in this paper
• Random Forest — 3× in this paper
• Benchmarking — 2× in this paper · explained in 3 episodes
• ASD and Typically Developing — 1× in this paper
• Adam — 1× in this paper · explained in 2 episodes
• Adaptation — 1× in this paper · explained in 1 episode
• Combinatorial Optimization — 1× in this paper · explained in 2 episodes
• Generalization — 1× in this paper · explained in 13 episodes
• Information Leakage — 1× in this paper · explained in 2 episodes
• Interpretability — 1× in this paper · explained in 15 episodes
• Iterative Tabu Search — 1× in this paper
• Latent Representation — 1× in this paper · explained in 2 episodes
• Leave-One-Out Cross-Validation — 1× in this paper
• Linear Discriminant Analysis — 1× in this paper
• Mutual Information Quadratic Unconstrained Binary Optimization — 1× in this paper
• Quantum Circuits — 1× in this paper · explained in 2 episodes

Sources

• A Quantum Approximate Optimization Algorithm
• Quantum Feature Selection with Higher-Order Binary Optimization on Trapped-Ion Hardware

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