Andrea Cozzi

Dr. Andrea Cozzi

Università degli Studi di Milano
orcid

Research Focus & Metrics

Academic Career Length

9Years (2018-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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1 March 2021 in Physica Medica
Verified
Journal Article
Closed access
ICIsabella Castiglioni
Isabella Castiglioni
Leonardo RundoLeonardo Rundo
Leonardo Rundo
MCMarina Codari
Marina Codari
GLGiovanni Di Leo
Giovanni Di Leo
CSChristian Salvatore
Christian Salvatore
FSFrancesco Sardanelli
Francesco Sardanelli

1 March 2022 in Radiology
Verified
Journal Article
Closed access
ACAndrea Cozzi
Andrea Cozzi
VMVeronica Magni
Veronica Magni
MZMoreno Zanardo
Moreno Zanardo
SSSimone Schiaffino
Simone Schiaffino
FSFrancesco Sardanelli
Francesco Sardanelli
Contrast-enhanced mammography showed high diagnostic performance in breast cancer detection, particularly when lesion morphologic characteristics and enhancement from both low-energy and recombined... Background Contrast-enhanced mammography (CEM) is a promising technique for breast cancer detection, but conflicting results have been reported in previous meta-analyses. Purpose To perform a syste...

2 August 2019 in Insights into Imaging
Verified
Journal Article
Open access
PDF file
MZMoreno Zanardo
Moreno Zanardo
ACAndrea Cozzi
Andrea Cozzi
RTRubina Manuela Trimboli
Rubina Manuela Trimboli
OLOlgerta Labaj
Olgerta Labaj
CMCaterina Monti
Caterina Monti
FSFrancesco Sardanelli
Francesco Sardanelli
We reviewed technical parameters, acquisition protocols and adverse reactions (ARs) for contrast-enhanced spectral mammography (CESM). A systematic search in databases, including MEDLINE/EMBASE, was performed to extract publication year, country of origin, study design; patients; mammography unit/vendor, radiation dose, low-/high-energy tube voltage; contrast molecule, concentration and dose; injection modality, ARs and acquisition delay; order of views; examination time. Of 120 retrieved articles, 84 were included from 22 countries (September 2003–January 2019), totalling 14012 patients. Design was prospective in 44/84 studies (52%); in 70/84 articles (83%), a General Electric unit with factory-set kVp was used. Per-view average glandular dose, reported in 12/84 studies (14%), ranged 0.43–2.65 mGy. Contrast type/concentration was reported in 79/84 studies (94%), with Iohexol 350 mgI/mL mostly used (25/79, 32%), dose and flow rate in 72/84 (86%), with 1.5 mL/kg dose at 3 mL/s in 62/72 studies (86%). Injection was described in 69/84 articles (82%), automated in 59/69 (85%), manual in 10/69 (15%) and flush in 35/84 (42%), with 10–30 mL dose in 19/35 (54%). An examination time < 10 min was reported in 65/84 studies (77%), 120 s acquisition delay in 65/84 (77%) and order of views in 42/84 (50%) studies, beginning with the craniocaudal view of the non-suspected breast in 7/42 (17%). Thirty ARs were reported by 14/84 (17%) studies (26 mild, 3 moderate, 1 severe non-fatal) with a pooled rate of 0.82% (fixed-effect model). Only half of CESM studies were prospective; factory-set kVp, contrast 1.5 mL/kg at 3 mL/s and 120 s acquisition delay were mostly used; only 1 severe AR was reported. CESM protocol standardisation is advisable.

1 April 2024 in Radiology
Verified
Journal Article
Closed access
ACAndrea Cozzi
Andrea Cozzi
Katja Pinker-DomenigKatja Pinker-Domenig
Katja Pinker-Domenig
AHAndri Hidber
Andri Hidber
TZTianyu Zhang
Tianyu Zhang
LBLuca Bonomo
Luca Bonomo
SSSimone Schiaffino
Simone Schiaffino
Based on breast imaging reports written in three languages, GPT-3.5, GPT-4, and Google Bard achieved moderate agreement with human reader–assigned Breast Imaging Reporting and Data System categories but also yielded a high percentage of discordant category assignments that would negatively impact clinical management.

1 January 2020 in Radiology
Verified
Journal Article
Closed access
SSSimone Schiaffino
Simone Schiaffino
MCMassimo Calabrese
Massimo Calabrese
EMEnrico Francesco Melani
Enrico Francesco Melani
RTRubina Manuela Trimboli
Rubina Manuela Trimboli
ACAndrea Cozzi
Andrea Cozzi
FSFrancesco Sardanelli
Francesco Sardanelli
Given the upgrade rate of atypical ductal hyperplasia, management of these lesions with imaging follow-up is not advisable; surgical excision is preferred. Background Management of percutaneously diagnosed pure atypical ductal hyperplasia (ADH) is an unresolved clinical issue. Purpose To calculate the pooled upgrade rate of percutaneously diagnosed pu...

12 May 2020 in Journal of Thoracic Imaging
Verified
Journal Article
Closed access
SSSimone Schiaffino
Simone Schiaffino
STStefania Tritella
Stefania Tritella
ACAndrea Cozzi
Andrea Cozzi
SCSerena Carriero
Serena Carriero
Lorenzo BlandiLorenzo Blandi
Lorenzo Blandi
FSFrancesco Sardanelli
Francesco Sardanelli
Chest x-ray (CXR) can play a role in diagnosing patients with suspected severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection, but only few small-scale studies are available. We assessed the diagnostic performance of CXR in consecutive patients presenting at the emergency room at the Policlinico San Donato, Milan, Italy from February 24 to April 8, 2020 for suspected SARS-CoV-2 infection. The results of CXR were classified as positive or negative according to the original prospective radiologic reports. To overcome the limitations of reverse transcriptase-polymerase chain reaction (RT-PCR) swab, especially oscillating sensitivity, we added the information obtained from phone calls to discharged patients with negative initial RT-PCR. Thus, we included 535 patients with concomitant CXR and RT-PCR on admission (aged 65±17 y; 340 males, 195 females), resulting in 408 RT-PCR positive and 127 negative patients at the composite reference standard. Original CXR reports showed an 89.0% sensitivity (95% confidence intervals [CI], 85.5%-91.8%), 60.6% specificity (95% CI, 51.6%-69.2%), 87.9% positive predictive value (95% CI, 84.4%-90.9%), and 63.1% negative predictive value (95% CI, 53.9%-71.7%). The adoption of CXR alongside RT-PCR to triage patients with suspected SARS-CoV-2 infection could foster a safe and efficient workflow, counteracting possible false negative RT-PCR results.