Maria Carla Gilardi

Orcid: 0000-0002-5472-3509

According to our database1, Maria Carla Gilardi authored at least 36 papers between 1999 and 2020.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Bibliography

2020
CNN-Based Prostate Zonal Segmentation on T2-Weighted MR Images: A Cross-Dataset Study.
Proceedings of the Neural Approaches to Dynamics of Signal Exchanges, 2020

A Survey on Nature-Inspired Medical Image Analysis: A Step Further in Biomedical Data Integration.
Fundam. Informaticae, 2020

2019
Computer-Assisted Approaches for Uterine Fibroid Segmentation in MRgFUS Treatments: Quantitative Evaluation and Clinical Feasibility Analysis.
Proceedings of the Quantifying and Processing Biomedical and Behavioral Signals, 2019

USE-Net: Incorporating Squeeze-and-Excitation blocks into U-Net for prostate zonal segmentation of multi-institutional MRI datasets.
Neurocomputing, 2019

CNN-based Prostate Zonal Segmentation on T2-weighted MR Images: A Cross-dataset Study.
CoRR, 2019

A novel framework for MR image segmentation and quantification by using MedGA.
Comput. Methods Programs Biomed., 2019

2018
Fully Automatic Multispectral MR Image Segmentation of Prostate Gland Based on the Fuzzy C-Means Clustering Algorithm.
Proceedings of the Multidisciplinary Approaches to Neural Computing, 2018

GTVcut for neuro-radiosurgery treatment planning: an MRI brain cancer seeded image segmentation method based on a cellular automata model.
Nat. Comput., 2018

NeXt for neuro-radiosurgery: A fully automatic approach for necrosis extraction in brain tumor MRI using an unsupervised machine learning technique.
Int. J. Imaging Syst. Technol., 2018

2017
An enhanced random walk algorithm for delineation of head and neck cancers in PET studies.
Medical Biol. Eng. Comput., 2017

Automated Prostate Gland Segmentation Based on an Unsupervised Fuzzy C-Means Clustering Technique Using Multispectral T1w and T2w MR Imaging.
Inf., 2017

A fully automatic approach for multimodal PET and MR image segmentation in gamma knife treatment planning.
Comput. Methods Programs Biomed., 2017

Area-based cell colony surviving fraction evaluation: A novel fully automatic approach using general-purpose acquisition hardware.
Comput. Biol. Medicine, 2017

2016
Semi-automatic Brain Lesion Segmentation in Gamma Knife Treatments Using an Unsupervised Fuzzy C-Means Clustering Technique.
Proceedings of the Advances in Neural Networks - Computational Intelligence for ICT, 2016

Combining split-and-merge and multi-seed region growing algorithms for uterine fibroid segmentation in MRgFUS treatments.
Medical Biol. Eng. Comput., 2016

A fully automatic method for biological target volume segmentation of brain metastases.
Int. J. Imaging Syst. Technol., 2016

Multimodal medical image registration using Particle Swarm Optimization: A review.
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

Neuro-Radiosurgery Treatments: MRI Brain Tumor Seeded Image Segmentation Based on a Cellular Automata Model.
Proceedings of the Cellular Automata, 2016

2015
Gamma Knife treatment planning: MR brain tumor segmentation and volume measurement based on unsupervised Fuzzy C-Means clustering.
Int. J. Imaging Syst. Technol., 2015

A GEANT4 web-based application to support Intra-Operative Electron Radiotherapy using the European grid infrastructure.
Concurr. Comput. Pract. Exp., 2015

A fully automatic 2D segmentation method for uterine fibroid in MRgFUS treatment evaluation.
Comput. Biol. Medicine, 2015

An Automatic Method for Metabolic Evaluation of Gamma Knife Treatments.
Proceedings of the Image Analysis and Processing - ICIAP 2015, 2015

2014
A Standardized [18F]-FDG-PET Template for Spatial Normalization in Statistical Parametric Mapping of Dementia.
Neuroinformatics, 2014

Computerized Neuropsychological Assessment in Aging: Testing Efficacy and Clinical Ecology of Different Interfaces.
Comput. Math. Methods Medicine, 2014

Optimized Bayes variational regularization prior for 3D PET images.
Comput. Medical Imaging Graph., 2014

2013
A GEANT4 Web-based Application to Support Intra-Operative Electron Radio-Therapy using the European Grid Infrastructure.
Proceedings of the 5th International Workshop on Science Gateways, 2013

A Graph-Based Method for PET Image Segmentation in Radiotherapy Planning: A Pilot Study.
Proceedings of the Image Analysis and Processing - ICIAP 2013, 2013

Combination of gene expression and genome copy number alteration has a prognostic value for breast cancer.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

A Semi-automatic Multi-seed Region-Growing Approach for Uterine Fibroids Segmentation in MRgFUS Treatment.
Proceedings of the Seventh International Conference on Complex, 2013

Candidate biomarkers for response to tamoxifen in breast cancer metastatic patients.
Proceedings of the 13th IEEE International Conference on BioInformatics and BioEngineering, 2013

2012
A Decision Support System for the assisted diagnosis of brain tumors: A feasibility study for <sup>18</sup>F-FDG PET preclinical studies.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

2011
Grid-distributed Statistical Parametric Mapping of SPECT and PET Neuroimages.
Neuroinformatics, 2011

2009
The Application of a Statistical Shape Model to Diaphragm Tracking in Respiratory-Gated Cardiac PET Images.
Proc. IEEE, 2009

2006
Early Diagnosis of Alzheimer's Disease Using a Grid Implementation of Statistical Parametric Mapping Analysis.
Proceedings of the Challenges and Opportunities of HealthGrids, 2006

2001
Different Brain Correlates for Watching Real and Virtual Hand Actions.
NeuroImage, 2001

1999
An Object-Oriented Library for 3D PET Reconstruction Using Parallel Computing.
Proceedings of the Bildverarbeitung für die Medizin 1999: Algorithmen, 1999


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