146 citations
- Politecnico di TorinoIT10 papers
- Istituto Nazionale di Fisica Nucleare, Sezione di TorinoIT9 papers
- University of TurinIT7 papers
- Centre National de la Recherche ScientifiqueFR6 papers
- Italian institute for Genomic MedicineIT6 papers
- Collegio Carlo AlbertoIT4 papers
- Aalto UniversityFI3 papers
- Department of Genomes & GeneticsFR3 papers
- Institut PasteurFR3 papers
- Istituti di Ricovero e Cura a Carattere ScientificoIT3 papers
- KTH Royal Institute of TechnologySE3 papers
- AlbaNovaSE2 papers
20 papers
AI Model Passport: Data and System Traceability Framework for Transparent AI in Health
Varvara Kalokyri, Nikolaos S. Tachos, Charalampos N. Kalantzopoulos +10
The increasing integration of Artificial Intelligence (AI) into health and biomedical systems necessitates robust frameworks for transparency, accountability, and ethical complianc…
Evidence of Replica Symmetry Breaking under the Nishimori conditions in epidemic inference on graphs
Alfredo Braunstein, Louise Budzynski, Matteo Mariani +1
In Bayesian inference, computing the posterior distribution from the data is typically a non-trivial problem, which usually requires approximations such as mean-field approaches or…
DCAlign v1.0: Aligning biological sequences using co-evolution models and informed priors
Anna Paola Muntoni, Andrea Pagnani
DCAlign is a new alignment method able to cope with the conservation and the co-evolution signals that characterize the columns of multiple sequence alignments of homologous sequen…
Sorting of multiple molecular species on cell membranes
A. Piras, E. Floris, L. Dall'Asta +1
Eukaryotic cells maintain their inner order by a hectic process of distillation of molecular factors taking place on the surface of their lipid membranes. To understand the propert…
Inference in conditioned dynamics through causality restoration
Alfredo Braunstein, Giovanni Catania, Luca Dall'Asta +2
Computing observables from conditioned dynamics is typically computationally hard, because, although obtaining independent samples efficiently from the unconditioned dynamics is us…
Phase separation and critical size in molecular sorting
Elisa Floris, Andrea Piras, Francesco Saverio Pezzicoli +3
Molecular sorting is a fundamental process that allows eukaryotic cells to distill and concentrate specific chemical factors in appropriate cell membrane subregions, thus endowing…