Luigi Ferrucci

Orcid: 0000-0002-6273-1613

According to our database1, Luigi Ferrucci authored at least 27 papers between 2009 and 2024.

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

Timeline

Legend:

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PhD thesis 
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Links

Online presence:

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Bibliography

2024
Enhancing Single-Slice Segmentation with 3D-to-2D Unpaired Scan Distillation.
CoRR, 2024

2023
Associations of baseline and longitudinal change in cerebellum volume with age-related changes in verbal learning and memory.
NeuroImage, May, 2023

Deep conditional generative models for longitudinal single-slice abdominal computed tomography harmonization.
CoRR, 2023

Gene-SGAN: a method for discovering disease subtypes with imaging and genetic signatures via multi-view weakly-supervised deep clustering.
CoRR, 2023

Semantic segmentation of individual muscle groups in 3D thigh MRI.
Proceedings of the Medical Imaging 2023: Image Processing, 2023

Longitudinal variability analysis on low-dose abdominal CT with deep learning-based segmentation.
Proceedings of the Medical Imaging 2023: Image Processing, 2023

2022
Differential associations between apolipoprotein E alleles and cerebral myelin content in normative aging.
NeuroImage, 2022

Single Slice Thigh CT Muscle Group Segmentation with Domain Adaptation and Self-Training.
CoRR, 2022

Quantification of muscle, bones, and fat on single slice thigh CT.
Proceedings of the Medical Imaging 2022: Image Processing, 2022

Accelerating 2D abdominal organ segmentation with active learning.
Proceedings of the Medical Imaging 2022: Image Processing, 2022

Reducing Positional Variance in Cross-sectional Abdominal CT Slices with Deep Conditional Generative Models.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

2021
Investigation of the association between cerebral iron content and myelin content in normative aging using quantitative magnetic resonance neuroimaging.
NeuroImage, 2021

2020
Associations between cognitive and brain volume changes in cognitively normal older adults.
NeuroImage, 2020

Multi-atlas-based tissue identification in the lower leg using pQCT.
Proceedings of the Medical Imaging 2020: Image Processing, 2020

2019
A Novel Extension to Fuzzy Connectivity for Body Composition Analysis: Applications in Thigh, Brain, and Whole Body Tissue Segmentation.
IEEE Trans. Biomed. Eng., 2019

Vascular burden and APOE ε4 are associated with white matter microstructural decline in cognitively normal older adults.
NeuroImage, 2019

2018
A Deep Learning Strategy for Vision-Based Evaluation on the Effect of Nanoparticles Exposure.
Proceedings of the 2018 IEEE International Symposium on Medical Measurements and Applications, 2018

2017
Robust classification of biological samples in atomic force microscopy images via multiple filtering cooperation.
Knowl. Based Syst., 2017

fastMitoCalc: an ultra-fast program to estimate mitochondrial DNA copy number from whole-genome sequences.
Bioinform., 2017

2016
Image-Based Tissue Distribution Modeling for Skeletal Muscle Quality Characterization.
IEEE Trans. Biomed. Eng., 2016

2014
Association of hearing impairment with brain volume changes in older adults.
NeuroImage, 2014

2012
Plasma clusterin concentration is associated with longitudinal brain atrophy in mild cognitive impairment.
NeuroImage, 2012

Automated abdominal fat quantification and food residue removal in CT.
Proceedings of the 2012 IEEE Workshop on Mathematical Methods in Biomedical Image Analysis, 2012

2010
Progression Analysis and Stage Discovery in Continuous Physiological Processes Using Image Computing.
EURASIP J. Bioinform. Syst. Biol., 2010

Automated Quantification of Muscle and Fat in the Thigh from Water-, Fat- and Non-suppressed MR Images.
Proceedings of the 10th IEEE International Conference on Bioinformatics and Bioengineering, 2010

2009
Knee X-Ray Image Analysis Method for Automated Detection of Osteoarthritis.
IEEE Trans. Biomed. Eng., 2009

Biometric identification using knee X-rays.
Int. J. Biom., 2009


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