Materials

Prediction of disease onset and progression using nationwide genetic and healthcare data

Prof. Andrea Ganna

Uncovering latent structure in omics features: a strategy to enhance discoveries in biomedicine

Prof. Sylvia Richardson

Leveraging Multi-Omics Data in Clinical Research

Data science for genetic data analysis and disease prediction

Genomic causal inference for drug target identification

Computational Tools for pre-processing, optimisation, and drug-discovery-oriented analysis of CRISPR-screens

Microfluidic Technologies for Biomolecular Applications

AI-based platform for small molecules liability profiling

AI & deep learning for medical image analysis

Prof. Nicholas Ayache

Deep learning for micro-scale imaging: challenges and advances in osteoporosis analysis

Prof. Eleonora D'Arnese

Deep learning in medical imaging for radiotherapy: applications and challenges

Prof. Daniele Loiacono

AI meets medical imaging: call for interdisciplinarity

On how to let osteocytes teach sr-microct bone lacunae segmentation

Implementing 3D neural networks on advanced neuroimaging approaches to monitor disease progression and outcome after traumatic brain injury

Denoising microscopy images with deep learning

Segmenting microscopy images with shallow- and deep-learning

Beyond labels: advacing medical imaging through unsupervised learning for anomaly detection, vessel segmentation, and phenotype discovery

Reality-centric AI

Prof. Mihaela Van der Schaar

Evidence based treatment of cardiovascular disease: the role of real-world data and machine learning

Prof. Alicia Ujil

Assessing brain diseases using smartphones

Prof. Oliver Chen

Exploit the use of Electronic Health Records in healthcare policies and research

Mastering real-world health data in regional healthcare databases: challenges and opportunities

Smart remote monitoring

Revolutionizing maternal and child care: the power of real-world evidence

Personalized care pathways and optimization of the emergency room resources thanks to the analysis of health records

Data re-use for public good: a collaboration between Fondazione Cariplo and Novartis Farma