Marco Giannelli
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Explore the profile of Marco Giannelli including associated specialties, affiliations and a list of published articles.
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82
Citations
983
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Recent Articles
1.
Masturzo L, Barca P, De Masi L, Marfisi D, Traino A, Cademartiri F, et al.
Eur Radiol Exp
. 2025 Jan;
9(1):2.
PMID: 39747757
Background: Photon-counting detector (PCD) technology has the potential to reduce noise in computed tomography (CT). This study aimed to carry out a voxelwise noise characterization for a clinical PCD-CT scanner...
2.
Fedeli L, Benelli M, Busoni S, Belli G, Ciccarone A, Coniglio A, et al.
Biomed Phys Eng Express
. 2024 Nov;
11(1).
PMID: 39530644
This large multicenter study of 37 magnetic resonance imaging scanners aimed at characterizing, for the first time, spatial profiles of inaccuracy (namely, Δ-profiles) in apparent diffusion coefficient (ADC) values with...
3.
Maddalo M, Fanizzi A, Lambri N, Loi E, Branchini M, Lorenzon L, et al.
Phys Med
. 2024 Oct;
127:104834.
PMID: 39437492
Purpose: A novel and unconventional approach to a machine learning challenge was designed to spread knowledge, identify robust methods and highlight potential pitfalls about machine learning within the Medical Physics...
4.
Fanizzi A, Fadda F, Maddalo M, Saponaro S, Lorenzon L, Ubaldi L, et al.
PLoS One
. 2024 Sep;
19(9):e0303217.
PMID: 39255296
Background: To address the numerous unmeet clinical needs, in recent years several Machine Learning models applied to medical images and clinical data have been introduced and developed. Even when they...
5.
Marfisi D, Giannelli M, Marzi C, Del Meglio J, Barucci A, Masturzo L, et al.
Magn Reson Imaging
. 2024 Jul;
113:110217.
PMID: 39067653
Radiomics of cardiac magnetic resonance (MR) imaging has proved to be potentially useful in the study of various myocardial diseases. Therefore, assessing the repeatability degree in radiomic features measurement is...
6.
Giannelli M, Pinzani M, Lorenzini L, Fossi T, Bani D
J Oral Implantol
. 2024 Apr;
50(3):153-159.
PMID: 38634530
The ultimate goal in implantology is to restore the whole tooth-gingival complex in a fashion that cannot be distinguished from the rest of the natural dentition. This study assesses the...
7.
Marzi C, Giannelli M, Barucci A, Tessa C, Mascalchi M, Diciotti S
Sci Data
. 2024 Jan;
11(1):115.
PMID: 38263181
Pooling publicly-available MRI data from multiple sites allows to assemble extensive groups of subjects, increase statistical power, and promote data reuse with machine learning techniques. The harmonization of multicenter data...
8.
Marzi C, Marfisi D, Barucci A, Del Meglio J, Lilli A, Vignali C, et al.
Bioengineering (Basel)
. 2023 Jan;
10(1).
PMID: 36671652
Radiomics and artificial intelligence have the potential to become a valuable tool in clinical applications. Frequently, radiomic analyses through machine learning methods present issues caused by high dimensionality and multicollinearity,...
9.
Marfisi D, Tessa C, Marzi C, Del Meglio J, Linsalata S, Borgheresi R, et al.
Sci Rep
. 2022 Jun;
12(1):10186.
PMID: 35715531
Radiomics is emerging as a promising and useful tool in cardiac magnetic resonance (CMR) imaging applications. Accordingly, the purpose of this study was to investigate, for the first time, the...
10.
Giannelli M, Bani D
Adv Exp Med Biol
. 2022 May;
1373:341-352.
PMID: 35612807
The efficacy of photonic therapy adjunctive to conventional root cleansing procedures for the treatment of chronic periodontitis is matter of controversy. The meta-analyses of the clinical data available in the...