Lucia Ballerini

According to our database, Lucia Ballerini authored at least 36 papers between 1999 and 2023.

Collaborative distances:

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

2023

Particle Swarm Optimization in 3D Medical Image Registration: A Systematic Review.

Lucia Ballerini

CoRR, 2023

2020

A Framework for Jointly Assessing and Reducing Imaging Artefacts Automatically Using Texture Analysis and Total Variation Optimisation for Improving Perivascular Spaces Quantification in Brain Magnetic Resonance Imaging.

José Bernal, Maria del C. Valdés Hernández, Lucia Ballerini, Javier Escudero, Angela C. C. Jochems, Una Clancy, Fergus N. Doubal, Michael S. Stringer, Michael J. Thrippleton, Rhian M. Touyz, Joanna M. Wardlaw

Proceedings of the Medical Image Understanding and Analysis - 24th Annual Conference, 2020

Retinal Biomarkers Discovery for Cerebral Small Vessel Disease in an Older Population.

Lucia Ballerini, Ahmed E. Fetit, Stephan Wunderlich, Ruggiero Lovreglio, Sarah McGrory, Maria del Carmen Valdés Hernández, Tom J. MacGillivray, Fergus Doubal, Ian J. Deary, Joanna M. Wardlaw, Emanuele Trucco

Proceedings of the Medical Image Understanding and Analysis - 24th Annual Conference, 2020

2019

Using orthogonal locality preserving projections to find dominant features for classifying retinal blood vessels.

Devanjali Relan, Lucia Ballerini, Emanuele Trucco, Tom J. MacGillivray

Multim. Tools Appl., 2019

2018

Machine learning of neuroimaging to diagnose cognitive impairment and dementia: a systematic review and comparative analysis.

Enrico Pellegrini, Lucia Ballerini, Maria del C. Valdés Hernández, Francesca M. Chappell, Víctor González-Castro, Devasuda Anblagan, Samuel Danso, Susana Muñoz Maniega, Dominic Job, Cyril R. Pernet, Grant Mair, Tom J. MacGillivray, Emanuele Trucco, Joanna M. Wardlaw

CoRR, 2018

2017

Perivascular Spaces Segmentation in Brain MRI Using Optimal 3D Filtering.

Lucia Ballerini, Ruggiero Lovreglio, Maria del C. Valdés Hernández, Joel Ramirez, Bradley J. MacIntosh, Sandra E. Black, Joanna M. Wardlaw

CoRR, 2017

Retinal Biomarker Discovery for Dementia in an Elderly Diabetic Population.

Ahmed E. Fetit, Siyamalan Manivannan, Sarah McGrory, Lucia Ballerini, Alexander S. Doney, Thomas J. MacGillivray, Ian J. Deary, Joanna M. Wardlaw, Fergus Doubal, Gareth J. McKay, Stephen J. McKenna, Emanuele Trucco

Proceedings of the Fetal, Infant and Ophthalmic Medical Image Analysis, 2017

2016

Leveraging Multiscale Hessian-Based Enhancement With a Novel Exudate Inpainting Technique for Retinal Vessel Segmentation.

Roberto Annunziata, Andrea Garzelli, Lucia Ballerini, Alessandro Mecocci, Emanuele Trucco

IEEE J. Biomed. Health Informatics, 2016

Automatic Generation of Synthetic Retinal Fundus Images: Vascular Network.

Lorenza Bonaldi, Elisa Menti, Lucia Ballerini, Alfredo Ruggeri, Emanuele Trucco

Proceedings of the 20th Conference on Medical Image Understanding and Analysis, 2016

Application of the Ordered Logit Model to Optimising Frangi Filter Parameters for Segmentation of Perivascular Spaces.

Lucia Ballerini, Ruggiero Lovreglio, Maria del C. Valdés Hernández, Víctor González-Castro, Susana Muñoz Maniega, Enrico Pellegrini, Mark E. Bastin, Ian J. Deary, Joanna M. Wardlaw

Proceedings of the 20th Conference on Medical Image Understanding and Analysis, 2016

2014

Automatic Generation of Synthetic Retinal Fundus Images.

Samuele Fiorini, Lucia Ballerini, Emanuele Trucco, Alfredo Ruggeri

Proceedings of the Medical Image Understanding and Analysis, 2014

Automatic retinal vessel classification using a Least Square-Support Vector Machine in VAMPIRE.

Devanjali Relan, Tom J. MacGillivray, Lucia Ballerini, Emanuele Trucco

Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Automatic Generation of Synthetic Retinal Fundus Images.

Samuele Fiorini, Maddalena De Biasi, Lucia Ballerini, Emanuele Trucco, Alfredo Ruggeri

Proceedings of the Italian Chapter Conference 2014, 2014

2013

The use of radial symmetry to localize retinal landmarks.

Andrea Giachetti, Lucia Ballerini, Emanuele Trucco, Peter J. Wilson

Comput. Medical Imaging Graph., 2013

Spline-based refinement of vessel contours in fundus retinal images for width estimation.

Alessandro Cavinato, Lucia Ballerini, Emanuele Trucco, Enrico Grisan

Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

Retinal vessel classification: Sorting arteries and veins.

Devanjali Relan, Tom J. MacGillivray, Lucia Ballerini, Emanuele Trucco

Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

2012

Non-melanoma skin lesion classification using colour image data in a hierarchical K-NN classifier.

Lucia Ballerini, Robert B. Fisher, Ben Aldridge, Jonathan Rees

Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

2010

Evolution of Communicating Individuals.

Leonardo Bocchi, Sara Lapi, Lucia Ballerini

Proceedings of the Applications of Evolutionary Computation, 2010

Content-Based Image Retrieval of Skin Lesions by Evolutionary Feature Synthesis.

Lucia Ballerini, Xiang Li, Robert B. Fisher, Ben Aldridge, Jonathan Rees

Proceedings of the Applications of Evolutionary Computation, 2010

2009

An experimental study on the applicability of evolutionary algorithms to craniofacial superimposition in forensic identification.

Óscar Ibáñez, Lucia Ballerini, Oscar Cordón, Sergio Damas, José Santamaría

Inf. Sci., 2009

Depth Data Improves Skin Lesion Segmentation.

Xiang Li, Ben Aldridge, Lucia Ballerini, Robert B. Fisher, Jonathan Rees

Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009

A Query-by-Example Content-Based Image Retrieval System of Non-melanoma Skin Lesions.

Lucia Ballerini, Xiang Li, Robert B. Fisher, Jonathan Rees

Proceedings of the Medical Content-Based Retrieval for Clinical Decision Support, 2009

2008

Automatic 3D skull reconstruction using invariant features.

Lucia Ballerini, Marcello Calisti, Sergio Damas, Oscar Cordón, José Santamaría

Proceedings of the CSTST 2008: Proceedings of the 5th International Conference on Soft Computing as Transdisciplinary Science and Technology, 2008

Automatic Feature Extraction from 3D Range Images of Skulls.

Lucia Ballerini, Marcello Calisti, Oscar Cordón, Sergio Damas, José Santamaría

Proceedings of the Computational Forensics, Second International Workshop, 2008

2007

Craniofacial Superimposition in Forensic Identification using Genetic Algorithms.

Lucia Ballerini, Oscar Cordón, Sergio Damas, José Santamaría, Inmaculada Alemán, Miguel Botella

Proceedings of the Third International Symposium on Information Assurance and Security, 2007

2006

Image Space Colonization Algorithm.

Leonardo Bocchi, Lucia Ballerini

Proceedings of the Applications of Evolutionary Computing, 2006

2005

A New Evolutionary Algorithm for Image Segmentation.

Leonardo Bocchi, Lucia Ballerini, Signe Hässler

Proceedings of the Applications of Evolutionary Computing, 2005

2004

Classification of microscopic images of breast tissue.

Lucia Ballerini, Lennart Franzén

Proceedings of the Medical Imaging 2004: Image Processing, 2004

Genetic Optimization of Morphological Filters with Applications in Breast Cancer Detection.

Lucia Ballerini, Lennart Franzén

Proceedings of the Applications of Evolutionary Computing, 2004

Image Segmentation by a Genetic Fuzzy c-Means Algorithm Using Color and Spatial Information.

Lucia Ballerini, Leonardo Bocchi, Carina B. Johansson

Proceedings of the Applications of Evolutionary Computing, 2004

2003

Multiple Genetic Snakes for People Segmentation in Video Sequences.

Lucia Ballerini

Proceedings of the Image Analysis, 13th Scandinavian Conference, 2003

Bone segmentation using multiple communicating snakes.

Lucia Ballerini, Leonardo Bocchi

Proceedings of the Medical Imaging 2003: Image Processing, 2003

Multiple Genetic Snakes for Bone Segmentation.

Lucia Ballerini, Leonardo Bocchi

Proceedings of the Applications of Evolutionary Computing, 2003

2001

How Do People Choose Meat?

Lucia Ballerini, Anders Högberg

Proceedings of the IASTED International Conference on Visualization, 2001

Genetic Snakes for Color Images Segmentation.

Lucia Ballerini

Proceedings of the Applications of Evolutionary Computing, 2001

1999

Genetic Snakes for Medical Images Segmentation.

Lucia Ballerini

Proceedings of the Evolutionary Image Analysis, 1999