Advances in AI for Health and Medicine @ Computer-Human Interaction Laboratory (CHILab)
- Authors: Ammirata, G.; Contino, S.; Cruciata, L.; Siragusa, I.; Pirrone, R.
- Publication year: 2025
- Type: Contributo in atti di convegno pubblicato in volume
- OA Link: http://hdl.handle.net/10447/703117
Abstract
The Computer-Human Machine Interaction Laboratory (CHILab) conducts research on the application of artificial intelligence (AI) and innovative technologies to human health and life sciences. CHILab is focused on multidisciplinary research, with the aim of developing intelligent solutions to emerging challenges in healthcare, biotechnology and pharmaceuticals. Principal research lines spread towards Big Data infrastructures for precision medicine with integration of genomic and chemical data and extension of the DICOM standard for transparent integration of AI models into PACS systems, and distributed models based on Federated Learning. In addition, contributions in Natural Language Processing field include Retrieval Augmented Generation architectures enriched with structured domain knowledge, while explainable AI techniques are investigated and involved for drug discovery and repositioning tasks.