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Lucia Ballerini

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2020 – today

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2024
[j5]
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  - journals/neuroimage/WaymontHBCBCBW24
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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: 120685 (2024)
2023
[i3]
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  - journals/corr/abs-2302-11627
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Lucia Ballerini:
Particle Swarm Optimization in 3D Medical Image Registration: A Systematic Review. CoRR abs/2302.11627 (2023)
2020
[c30]
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  - conf/miua/BernalHBEJCDSTT20
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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: 171-183
[c29]
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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: 400-409

2010 – 2019

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2019
[j4]
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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): 12783-12803 (2019)
2018
[i2]
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  - journals/corr/abs-1804-01961
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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 abs/1804.01961 (2018)
2017
[c28]
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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: 150-158
[i1]
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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 abs/1704.07699 (2017)
2016
[j3]
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  - journals/titb/AnnunziataGBMT16
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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): 1129-1138 (2016)
[c27]
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  - conf/miccai/MentiBBRT16
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Elisa Menti, Lorenza Bonaldi, Lucia Ballerini, Alfredo Ruggeri, Emanuele Trucco:
Automatic Generation of Synthetic Retinal Fundus Images: Vascular Network. SASHIMI@MICCAI 2016: 167-176
[c26]
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Lorenza Bonaldi, Elisa Menti, Lucia Ballerini, Alfredo Ruggeri, Emanuele Trucco:
Automatic Generation of Synthetic Retinal Fundus Images: Vascular Network. MIUA 2016: 54-60
[c25]
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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: 61-67
2014
[c24]
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Samuele Fiorini, Maddalena De Biasi, Lucia Ballerini, Emanuele Trucco, Alfredo Ruggeri:
Automatic Generation of Synthetic Retinal Fundus Images. STAG 2014: 41-44
[c23]
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  - conf/embc/RelanMBT14
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Devanjali Relan, Tom J. MacGillivray, Lucia Ballerini, Emanuele Trucco:
Automatic retinal vessel classification using a Least Square-Support Vector Machine in VAMPIRE. EMBC 2014: 142-145
[c22]
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Samuele Fiorini, Lucia Ballerini, Emanuele Trucco, Alfredo Ruggeri:
Automatic Generation of Synthetic Retinal Fundus Images. MIUA 2014: 7-12
2013
[j2]
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  - journals/cmig/GiachettiBTW13
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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): 369-376 (2013)
[c21]
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Devanjali Relan, Tom J. MacGillivray, Lucia Ballerini, Emanuele Trucco:
Retinal vessel classification: Sorting arteries and veins. EMBC 2013: 7396-7399
[c20]
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  - conf/isbi/CavinatoBTG13
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Alessandro Cavinato, Lucia Ballerini, Emanuele Trucco, Enrico Grisan:
Spline-based refinement of vessel contours in fundus retinal images for width estimation. ISBI 2013: 872-875
2012
[c19]
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  - conf/isbi/BalleriniFAR12
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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: 358-361
2010
[c18]
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  - conf/evoW/BalleriniLFAR10
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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: 312-319
[c17]
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  - conf/evoW/BocchiLB10
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Leonardo Bocchi, Sara Lapi, Lucia Ballerini:
Evolution of Communicating Individuals. EvoApplications (1) 2010: 328-335

2000 – 2009

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2009
[j1]
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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): 3998-4028 (2009)
[c16]
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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: 31-38
[c15]
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Xiang Li, Ben Aldridge, Lucia Ballerini, Robert B. Fisher, Jonathan Rees:
Depth Data Improves Skin Lesion Segmentation. MICCAI (1) 2009: 1100-1107
2008
[c14]
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  - conf/iwcf/BalleriniCCDS08
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Lucia Ballerini, Marcello Calisti, Oscar Cordón, Sergio Damas, José Santamaría:
Automatic Feature Extraction from 3D Range Images of Skulls. IWCF 2008: 58-69
[c13]
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Lucia Ballerini, Marcello Calisti, Sergio Damas, Oscar Cordón, José Santamaría:
Automatic 3D skull reconstruction using invariant features. CSTST 2008: 444-449
2007
[c12]
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  - conf/IEEEias/BalleriniCDSAB07
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Lucia Ballerini, Oscar Cordón, Sergio Damas, José Santamaría, Inmaculada Alemán, Miguel Botella:
Craniofacial Superimposition in Forensic Identification using Genetic Algorithms. IAS 2007: 429-434
2006
[c11]
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  - conf/evoW/BocchiB06
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Leonardo Bocchi, Lucia Ballerini:
Image Space Colonization Algorithm. EvoWorkshops 2006: 356-367
2005
[c10]
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Leonardo Bocchi, Lucia Ballerini, Signe Hässler:
A New Evolutionary Algorithm for Image Segmentation. EvoWorkshops 2005: 264-273
2004
[c9]
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Lucia Ballerini, Lennart Franzén:
Genetic Optimization of Morphological Filters with Applications in Breast Cancer Detection. EvoWorkshops 2004: 250-259
[c8]
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Lucia Ballerini, Leonardo Bocchi, Carina B. Johansson:
Image Segmentation by a Genetic Fuzzy c-Means Algorithm Using Color and Spatial Information. EvoWorkshops 2004: 260-269
[c7]
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Lucia Ballerini, Lennart Franzén:
Classification of microscopic images of breast tissue. Image Processing 2004
2003
[c6]
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Lucia Ballerini, Leonardo Bocchi:
Multiple Genetic Snakes for Bone Segmentation. EvoWorkshops 2003: 346-356
[c5]
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Lucia Ballerini, Leonardo Bocchi:
Bone segmentation using multiple communicating snakes. Image Processing 2003
[c4]
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Lucia Ballerini:
Multiple Genetic Snakes for People Segmentation in Video Sequences. SCIA 2003: 275-282
2001
[c3]
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Lucia Ballerini:
Genetic Snakes for Color Images Segmentation. EvoWorkshops 2001: 268-277
[c2]
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Lucia Ballerini, Anders Högberg:
How Do People Choose Meat? VIIP 2001: 501-505

1990 – 1999

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1999
[c1]
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Lucia Ballerini:
Genetic Snakes for Medical Images Segmentation. EvoWorkshops 1999: 59-73

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