Our startup QuantumNet at the heart of innovation: quantum technologies for healthcare

On March 13, QuantumNet, a company of the Netcom Group, took part in the event “Quantum Technologies for Medicine and Healthcare”, organized by NQSTI at Confindustria Bari.

The initiative provided an important opportunity for dialogue between quantum technology developers, healthcare companies, and industrial stakeholders, with the aim of offering an up-to-date overview of the most advanced applications of quantum computing in diagnostics, treatment, and healthcare data management.

The Netcom Group’s Contribution

During the event, Alfredo Troiano Technical director of NetCom Group and CEO of QuantumNet, delivered the presentation “Quantum Computing for Healthcare: Perspectives and Emerging Applications”, showcasing QuantumNet’s key research and development activities.

Founded in 2021 through a collaboration between NetCom Group and the University of Naples Federico II, QuantumNet stands out as one of Italy’s most innovative companies in the field of applied quantum computing.

Quantum Machine Learning and Healthcare Applications

The presentation highlighted the role of Quantum Machine Learning (QML) as a strategic enabler to address key challenges in the healthcare sector.

Quantum technologies offer new opportunities to:

analyze large volumes of heterogeneous data, including electronic health records, diagnostic images, and genomic data
improve the accuracy and timeliness of diagnoses
support precision medicine approaches
accelerate drug discovery processes
identify complex patterns and biomarkers that are difficult to detect using traditional methods

A specific focus was placed on Quantum Convolutional Neural Networks (QCNNs), which enable performance comparable to classical models while significantly reducing computational complexity, thus facilitating real-world adoption.

Towards an Integrated Innovation Ecosystem

Among the key takeaways, particular emphasis was placed on hybrid quantum-classical approaches, currently considered the most practical way to leverage the potential of quantum computing in the short to medium term.The integration of quantum models with traditional algorithms makes it possible to overcome current technological limitations, paving the way for scalable, high-impact solutions in the healthcare sector.