Gemma Massonis

According to our database, Gemma Massonis authored at least 7 papers between 2020 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Distilling identifiable and interpretable dynamic models from biological data.

Gemma Massonis, Alejandro F. Villaverde, Julio R. Banga

PLoS Comput. Biol., October, 2023

Improving dynamic predictions with ensembles of observable models.

Gemma Massonis, Alejandro F. Villaverde, Julio R. Banga

Bioinform., January, 2023

Optimal Coronary Artery Segmentation Based on Transfer Learning and UNet Architecture.

Belén Serrano-Antón, Alberto Otero-Cacho, Diego López-Otero, Brais Díaz-Fernández, María Bastos-Fernández, Gemma Massonis, Santiago Pendón, Vicente Pérez-Muñuzuri, José Ramón González-Juanatey, Alberto P. Muñuzuri

Proceedings of the Shape in Medical Imaging - International Workshop, 2023

2021

On testing structural identifiability by a simple scaling method: Relying on scaling symmetries can be misleading.

Alejandro Fernández Villaverde, Gemma Massonis

PLoS Comput. Biol., 2021

Structural identifiability and observability of compartmental models of the COVID-19 pandemic.

Gemma Massonis, Julio R. Banga, Alejandro Fernández Villaverde

Annu. Rev. Control., 2021

2020

Finding and Breaking Lie Symmetries: Implications for Structural Identifiability and Observability in Biological Modelling.

Gemma Massonis, Alejandro Fernández Villaverde

Symmetry, 2020

Repairing dynamic models: a method to obtain identifiable and observable reparameterizations with mechanistic insights.

Gemma Massonis, Julio R. Banga, Alejandro Fernández Villaverde

CoRR, 2020