User profiles for Mauro Giacomini

Mauro Giacomini

Professor of Bioengineering, University of Genoa
Verified email at dist.unige.it
Cited by 2363

[HTML][HTML] Tocilizumab and steroid treatment in patients with COVID-19 pneumonia

…, G Da Rin, P Pelosi, S Beltramini, M Giacomini… - Plos one, 2020 - journals.plos.org
Introduction Coronavirus disease 2019 (COVID-19) can lead to respiratory failure due to
severe immune response. Treatment targeting this immune response might be beneficial but …

[HTML][HTML] Clinical characteristics, management and in-hospital mortality of patients with coronavirus disease 2019 in Genoa, Italy

…, M Cerchiaro, E Barisione, M Giacomini… - Clinical Microbiology …, 2020 - Elsevier
Objectives To describe clinical characteristics, management and outcome of individuals
with coronavirus disease 2019 (COVID-19); and to evaluate risk factors for all-cause in-hospital …

[HTML][HTML] Early detection of sepsis with machine learning techniques: a brief clinical perspective

…, A Vena, L Ball, C Robba, P Pelosi, M Giacomini… - Frontiers in …, 2021 - frontiersin.org
Sepsis is a major cause of death worldwide. Over the past years, prediction of clinically relevant
events through machine learning models has gained particular attention. In the present …

[HTML][HTML] Biodiversity of chloramphenicol-resistant mesophilic heterotrophs from Southeast Asian aquaculture environments

…, S Chinabut, FM Yusoff, M Shariff, M Giacomini… - Research in …, 2007 - Elsevier
In the present study, samples of pond water, sediment and farmed species were collected at
12 fish and shrimp farms in Malaysia, Thailand and Vietnam to determine the biodiversity …

[HTML][HTML] Combining macula clinical signs and patient characteristics for age-related macular degeneration diagnosis: a machine learning approach

P Fraccaro, M Nicolo, M Bonetto, M Giacomini… - BMC …, 2015 - Springer
Background To investigate machine learning methods, ranging from simpler interpretable
techniques to complex (non-linear) “black-box” approaches, for automated diagnosis of Age-…

Characterization of T lymphocytes in severe COVID‐19 patients

…, T Altosole, B Bruzzone, M Giacomini… - Journal of medical …, 2021 - Wiley Online Library
In this observational study, 13 patients with severe COVID‐19 and 10 healthy controls were
enrolled. The data concerning the analysis of circulating T cells show that, in severe COVID‐…

[HTML][HTML] Predicting the outcome of heart failure against chronic-ischemic heart disease in elderly population–Machine learning approach based on logistic regression …

…, E Veljkova, P Rubartelli, M Giacomini - Journal of King Saud …, 2023 - Elsevier
Totally 167 patients were admitted at cardiology ward in Villa Scassi hospital, Genoa, Italy.
We worked with two control groups: heart failure 59 patients (mean age: 71.37 ± 13.27 years) …

[HTML][HTML] Pneumocystis jirovecii pneumonia in intensive care units: a multicenter study by ESGCIP and EFISG

…, M Fallon, LM Galerneau, M Gallego, M Giacomini… - Critical Care, 2023 - Springer
Background Pneumocystis jirovecii pneumonia (PJP) is an opportunistic, life-threatening
disease commonly affecting immunocompromised patients. The distribution of predisposing …

Real-life data in the treatment of neovascular age-related macular degeneration: results from the imaculaweb registry evaluated in a single Italian medical retina …

…, M Saccheggiani, M Bonetto, M Giacomini… - …, 2020 - karger.com
Introduction: The aim of this study is to assess and compare the long-term clinical efficacy of
anti-VEGF drugs using the Imaculaweb registry. Methods: In this observational study based …

Standards and Principles to Enable Interoperability and Integration of 5P Medicine Ecosystems.

B Blobel, P Ruotsalainen, M Giacomini - pHealth, 2022 - books.google.com
Health and social care ecosystems are currently a matter of foundational organizational,
methodological and technological paradigm changes towards personalized, preventive, …