3 papers
cs.CV2026
Superpixel-Based QUBO for Scalable Quantum-Enhanced Medical Image Segmentation
Mohammad Chalhoub, Mahdi Chehimi, Laia Domingo +3
Quadratic unconstrained binary optimization (QUBO) has emerged as a powerful framework for medical computing problems. Binary decision variables naturally represent clinical choice…
quant-ph2026
Quantum-enhanced optimization for patient stratification in clinical trials
Laia Domingo, Christine Johnson
Clinical trials are notorious for their high failure rates and steep costs, leading to wasted time and resources spend, prolonged development timelines, and delayed patient access…
eess.IV2024
Quantum-enhanced unsupervised image segmentation for medical images analysis
Laia Domingo, Mahdi Chehimi
Breast cancer remains the leading cause of cancer-related mortality among women worldwide, necessitating the meticulous examination of mammograms by radiologists to characterize ab…