Lucia Ballerini

Publication Activity (10 Years)

Years Active: 1999-2024
Publications (10 Years): 12

Top Topics

Systematic Review

Retinal Fundus Images

Locality Preserving Projections

Top Venues

IEEE J. Biomed. Health Informatics

Publications

Jennifer M. J. Waymont, Maria del C. Valdés Hernández, José Bernal, Roberto Duarte Coello, Rosalind Brown, Francesca M. Chappell, Lucia Ballerini, Joanna M. Wardlaw
Systematic review and meta-analysis of automated methods for quantifying enlarged perivascular spaces in the brain. NeuroImage 297 (2024)
Lucia Ballerini
Particle Swarm Optimization in 3D Medical Image Registration: A Systematic Review. CoRR (2023)
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
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. MIUA (2020)
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
Retinal Biomarkers Discovery for Cerebral Small Vessel Disease in an Older Population. MIUA (2020)
Devanjali Relan, Lucia Ballerini, Emanuele Trucco, Tom J. MacGillivray
Using orthogonal locality preserving projections to find dominant features for classifying retinal blood vessels. Multim. Tools Appl. 78 (10) (2019)
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
Machine learning of neuroimaging to diagnose cognitive impairment and dementia: a systematic review and comparative analysis. CoRR (2018)
Lucia Ballerini, Ruggiero Lovreglio, Maria del C. Valdés Hernández, Joel Ramirez, Bradley J. MacIntosh, Sandra E. Black, Joanna M. Wardlaw
Perivascular Spaces Segmentation in Brain MRI Using Optimal 3D Filtering. CoRR (2017)
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
Retinal Biomarker Discovery for Dementia in an Elderly Diabetic Population. FIFI/OMIA@MICCAI (2017)
Elisa Menti, Lorenza Bonaldi, Lucia Ballerini, Alfredo Ruggeri, Emanuele Trucco
Automatic Generation of Synthetic Retinal Fundus Images: Vascular Network. SASHIMI@MICCAI (2016)
Roberto Annunziata, Andrea Garzelli, Lucia Ballerini, Alessandro Mecocci, Emanuele Trucco
Leveraging Multiscale Hessian-Based Enhancement With a Novel Exudate Inpainting Technique for Retinal Vessel Segmentation. IEEE J. Biomed. Health Informatics 20 (4) (2016)
Lorenza Bonaldi, Elisa Menti, Lucia Ballerini, Alfredo Ruggeri, Emanuele Trucco
Automatic Generation of Synthetic Retinal Fundus Images: Vascular Network. MIUA (2016)
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
Application of the Ordered Logit Model to Optimising Frangi Filter Parameters for Segmentation of Perivascular Spaces. MIUA (2016)
Devanjali Relan, Tom J. MacGillivray, Lucia Ballerini, Emanuele Trucco
Automatic retinal vessel classification using a Least Square-Support Vector Machine in VAMPIRE. EMBC (2014)
Samuele Fiorini, Lucia Ballerini, Emanuele Trucco, Alfredo Ruggeri
Automatic Generation of Synthetic Retinal Fundus Images. MIUA (2014)
Samuele Fiorini, Maddalena De Biasi, Lucia Ballerini, Emanuele Trucco, Alfredo Ruggeri
Automatic Generation of Synthetic Retinal Fundus Images. STAG (2014)
Devanjali Relan, Tom J. MacGillivray, Lucia Ballerini, Emanuele Trucco
Retinal vessel classification: Sorting arteries and veins. EMBC (2013)
Alessandro Cavinato, Lucia Ballerini, Emanuele Trucco, Enrico Grisan
Spline-based refinement of vessel contours in fundus retinal images for width estimation. ISBI (2013)
Andrea Giachetti, Lucia Ballerini, Emanuele Trucco, Peter J. Wilson
The use of radial symmetry to localize retinal landmarks. Comput. Medical Imaging Graph. 37 (5-6) (2013)
Lucia Ballerini, Robert B. Fisher, Ben Aldridge, Jonathan Rees
Non-melanoma skin lesion classification using colour image data in a hierarchical K-NN classifier. ISBI (2012)
Leonardo Bocchi, Sara Lapi, Lucia Ballerini
Evolution of Communicating Individuals. EvoApplications (1) (2010)
Lucia Ballerini, Xiang Li, Robert B. Fisher, Ben Aldridge, Jonathan Rees
Content-Based Image Retrieval of Skin Lesions by Evolutionary Feature Synthesis. EvoApplications (1) (2010)
Óscar Ibáñez, Lucia Ballerini, Oscar Cordón, Sergio Damas, José Santamaría
An experimental study on the applicability of evolutionary algorithms to craniofacial superimposition in forensic identification. Inf. Sci. 179 (23) (2009)
Lucia Ballerini, Xiang Li, Robert B. Fisher, Jonathan Rees
A Query-by-Example Content-Based Image Retrieval System of Non-melanoma Skin Lesions. MCBR-CDS (2009)
Xiang Li, Ben Aldridge, Lucia Ballerini, Robert B. Fisher, Jonathan Rees
Depth Data Improves Skin Lesion Segmentation. MICCAI (1) (2009)
Lucia Ballerini, Marcello Calisti, Oscar Cordón, Sergio Damas, José Santamaría
Automatic Feature Extraction from 3D Range Images of Skulls. IWCF (2008)
Lucia Ballerini, Marcello Calisti, Sergio Damas, Oscar Cordón, José Santamaría
Automatic 3D skull reconstruction using invariant features. CSTST (2008)
Lucia Ballerini, Oscar Cordón, Sergio Damas, José Santamaría, Inmaculada Alemán, Miguel Botella
Craniofacial Superimposition in Forensic Identification using Genetic Algorithms. IAS (2007)
Leonardo Bocchi, Lucia Ballerini
Image Space Colonization Algorithm. EvoWorkshops (2006)
Leonardo Bocchi, Lucia Ballerini, Signe Hässler
A New Evolutionary Algorithm for Image Segmentation. EvoWorkshops (2005)
Lucia Ballerini, Lennart Franzén
Classification of microscopic images of breast tissue. Medical Imaging: Image Processing (2004)
Lucia Ballerini, Leonardo Bocchi, Carina B. Johansson
Image Segmentation by a Genetic Fuzzy c-Means Algorithm Using Color and Spatial Information. EvoWorkshops (2004)
Lucia Ballerini, Lennart Franzén
Genetic Optimization of Morphological Filters with Applications in Breast Cancer Detection. EvoWorkshops (2004)
Lucia Ballerini
Multiple Genetic Snakes for People Segmentation in Video Sequences. SCIA (2003)
Lucia Ballerini, Leonardo Bocchi
Multiple Genetic Snakes for Bone Segmentation. EvoWorkshops (2003)
Lucia Ballerini, Leonardo Bocchi
Bone segmentation using multiple communicating snakes. Medical Imaging: Image Processing (2003)
Lucia Ballerini, Anders Högberg
How Do People Choose Meat? VIIP (2001)
Lucia Ballerini
Genetic Snakes for Color Images Segmentation. EvoWorkshops (2001)
Lucia Ballerini
Genetic Snakes for Medical Images Segmentation. EvoWorkshops (1999)