Emiliano Loi
Overview
Explore the profile of Emiliano Loi including associated specialties, affiliations and a list of published articles.
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Articles
12
Citations
76
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0
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Recent Articles
1.
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...
2.
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...
3.
Mezzenga E, Piccinini F, Loi E, Belli M, Sarnelli A
Sci Data
. 2022 Jul;
9(1):412.
PMID: 35840608
In a clinical contest, it is common to use dedicated phantoms to perform quality assurance test to check the performance of a SPECT system. Some of these phantoms are also...
4.
Bettinelli A, Marturano F, Avanzo M, Loi E, Menghi E, Mezzenga E, et al.
Radiology
. 2022 Apr;
303(2):E30.
PMID: 35468022
No abstract available.
5.
Bettinelli A, Marturano F, Avanzo M, Loi E, Menghi E, Mezzenga E, et al.
Radiology
. 2022 Mar;
303(3):533-541.
PMID: 35230182
Background The translation of radiomic models into clinical practice is hindered by the limited reproducibility of features across software and studies. Standardization is needed to accelerate this process and to...
6.
Sarnelli A, Belli M, Azzali I, Loi E, Severi S, Strigari L
Cancers (Basel)
. 2022 Feb;
14(4).
PMID: 35205825
Previously published studies combined external beam radiotherapy (EBRT) treatments with different activities of Ra. The data of two-year overall survival (2y-OS) and neutropenia (TOX) incidence when combining EBRT and Ra...
7.
Guerrisi A, Russillo M, Loi E, Ganeshan B, Ungania S, Desiderio F, et al.
Front Oncol
. 2021 Oct;
11:704607.
PMID: 34692481
In the era of artificial intelligence and precision medicine, the use of quantitative imaging methodological approaches could improve the cancer patient's therapeutic approaches. Specifically, our pilot study aims to explore...
8.
Feliciani G, Mellini L, Loi E, Piccinini F, Galeotti R, Sarnelli A, et al.
Sci Data
. 2021 Aug;
8(1):209.
PMID: 34354085
Testicular cancer is a rare tumor with a worldwide incidence that has increased over the last few decades. The majority of these tumors are testicular non-germ (TNGCTs) and germ cell...
9.
Fantini L, Belli M, Azzali I, Loi E, Bettinelli A, Feliciani G, et al.
Front Oncol
. 2021 Jul;
11:601053.
PMID: 34249671
Purpose: The objective of this study was to evaluate a set of radiomics-based advanced textural features extracted from F-FLT-PET/CT images to predict tumor response to neoadjuvant chemotherapy (NCT) in patients...
10.
Arcelli A, Bertini F, Strolin S, Macchia G, Deodato F, Cilla S, et al.
Cancers (Basel)
. 2021 Jul;
13(12).
PMID: 34207481
The study aimed to generate a local failure (LF) risk map in resected pancreatic cancer (PC) and validate the results of previous studies, proposing new guidelines for PC postoperative radiotherapy...