Andrea Cozzi

3.7k total citations · 1 hit paper
81 papers, 2.3k citations indexed

About

Andrea Cozzi is a scholar working on Radiology, Nuclear Medicine and Imaging, Pulmonary and Respiratory Medicine and Oncology. According to data from OpenAlex, Andrea Cozzi has authored 81 papers receiving a total of 2.3k indexed citations (citations by other indexed papers that have themselves been cited), including 36 papers in Radiology, Nuclear Medicine and Imaging, 18 papers in Pulmonary and Respiratory Medicine and 16 papers in Oncology. Recurrent topics in Andrea Cozzi's work include Digital Radiography and Breast Imaging (15 papers), Neuroscience and Neuropharmacology Research (12 papers) and Breast Lesions and Carcinomas (11 papers). Andrea Cozzi is often cited by papers focused on Digital Radiography and Breast Imaging (15 papers), Neuroscience and Neuropharmacology Research (12 papers) and Breast Lesions and Carcinomas (11 papers). Andrea Cozzi collaborates with scholars based in Italy, Switzerland and United States. Andrea Cozzi's co-authors include Francesco Sardanelli, Flavio Moroni, Domenico E. Pellegrini‐Giampietro, Simone Schiaffino, Elena Meli, Giovanni Di Leo, Fiamma Peruginelli, Roberto Pellicciari, Marina Codari and Matteo Interlenghi and has published in prestigious journals such as PLoS ONE, Radiology and Brain Research.

In The Last Decade

Andrea Cozzi

77 papers receiving 2.3k citations

Hit Papers

align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

AI applications to medical images: From machine learning to deep learning

2021 412 citations Isabella Castiglioni, Giovanni Di Leo et al. profile →

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name	h						Papers	Cites
Andrea Cozzi Italy	26	750	483	445	389	364	81	2.3k
Tadashi Ishibashi Japan	27	547 0.7×	317 0.7×	423 1.0×	241 0.6×	534 1.5×	128	2.7k
Sumei Wang China	34	1.2k 1.6×	1.2k 2.5×	175 0.4×	627 1.6×	384 1.1×	159	4.3k
Wouter B. Veldhuis Netherlands	35	1.6k 2.1×	321 0.7×	664 1.5×	704 1.8×	887 2.4×	136	4.4k
Rémy Guillevin France	33	1.3k 1.7×	887 1.8×	237 0.5×	233 0.6×	654 1.8×	108	3.9k
Sungeun Kim South Korea	36	801 1.1×	1.7k 3.6×	167 0.4×	555 1.4×	601 1.7×	161	4.8k
Glenn T. Gobbel United States	27	335 0.4×	737 1.5×	398 0.9×	99 0.3×	237 0.7×	68	2.1k
Kooresh I. Shoghi United States	23	788 1.1×	793 1.6×	355 0.8×	169 0.4×	147 0.4×	79	2.6k
Stefan Förster Germany	34	1.2k 1.6×	364 0.8×	317 0.7×	224 0.6×	278 0.8×	121	3.4k
Peter M. Black United States	33	546 0.7×	1.6k 3.3×	183 0.4×	502 1.3×	484 1.3×	70	4.2k
John Dickson United Kingdom	33	1.3k 1.7×	519 1.1×	856 1.9×	545 1.4×	470 1.3×	105	4.6k

Countries citing papers authored by Andrea Cozzi

Since Specialization

Citations

This map shows the geographic impact of Andrea Cozzi's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Andrea Cozzi with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Andrea Cozzi more than expected).

Fields of papers citing papers by Andrea Cozzi

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Andrea Cozzi. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Andrea Cozzi. The network helps show where Andrea Cozzi may publish in the future.

Co-authorship network of co-authors of Andrea Cozzi

This figure shows the co-authorship network connecting the top 25 collaborators of Andrea Cozzi. A scholar is included among the top collaborators of Andrea Cozzi based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Andrea Cozzi. Andrea Cozzi is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

Cressoni, Massimo, Paolo Cadringher, Anna Colarieti, et al.. (2025). Is there a need for a CT scan of the pancreatic phase? A perfusion and simulation study of the pancreas, an HCC, and the kidney cortex. RöFo - Fortschritte auf dem Gebiet der Röntgenstrahlen und der bildgebenden Verfahren. 197(12). 1405–1415.

Irmici, Giovanni, et al.. (2025). Influence of Complete Lesion Removal During Vacuum-Assisted Breast Biopsy on the Upgrade Rate of B3 Lesions Presenting as Microcalcifications. Journal of Clinical Medicine. 14(5). 1513–1513.

Schiaffino, Simone, Andrea Cozzi, Paola Clauser, et al.. (2024). Current use and future perspectives of contrast-enhanced mammography (CEM): a survey by the European Society of Breast Imaging (EUSOBI). European Radiology. 34(8). 5439–5450. 6 indexed citations

Cozzi, Andrea, Katja Pinker, Tianyu Zhang, et al.. (2024). BI-RADS Category Assignments by GPT-3.5, GPT-4, and Google Bard: A Multilanguage Study. Radiology. 311(1). e232133–e232133. 47 indexed citations

Schiaffino, Simone, et al.. (2023). MRI-Conditional Breast Tissue Expander: First In-Human Multi-Case Assessment of MRI-Related Complications and Image Quality. Journal of Clinical Medicine. 12(13). 4410–4410. 5 indexed citations

Pirosa, Maria Cristina, Vito Chianca, Andrea Cozzi, et al.. (2023). CT-based body composition in diffuse large B cell lymphoma patients: changes after treatment and association with survival. La radiologia medica. 128(12). 1497–1507. 5 indexed citations

Interlenghi, Matteo, Christian Salvatore, Veronica Magni, et al.. (2022). A Machine Learning Ensemble Based on Radiomics to Predict BI-RADS Category and Reduce the Biopsy Rate of Ultrasound-Detected Suspicious Breast Masses. Diagnostics. 12(1). 187–187. 11 indexed citations

Magni, Veronica, Matteo Interlenghi, Andrea Cozzi, et al.. (2022). Development and Validation of an AI-driven Mammographic Breast Density Classification Tool Based on Radiologist Consensus. Radiology Artificial Intelligence. 4(2). e210199–e210199. 26 indexed citations

Gennaro, Gisella, Andrea Cozzi, Simone Schiaffino, Francesco Sardanelli, & Francesca Caumo. (2022). Radiation Dose of Contrast-Enhanced Mammography: A Two-Center Prospective Comparison. Cancers. 14(7). 1774–1774. 29 indexed citations

10.

Cozzi, Andrea, Veronica Magni, Moreno Zanardo, Simone Schiaffino, & Francesco Sardanelli. (2021). Contrast-enhanced Mammography: A Systematic Review and Meta-Analysis of Diagnostic Performance. Radiology. 302(3). 568–581. 89 indexed citations

11.

Cozzi, Andrea, Simone Schiaffino, Gianmarco Della Pepa, et al.. (2021). MRI-Derived Tumour-to-Breast Volume Is Associated with the Extent of Breast Surgery. Diagnostics. 11(2). 204–204. 1 indexed citations

12.

Salvatore, Christian, Matteo Interlenghi, Caterina Beatrice Monti, et al.. (2021). Artificial Intelligence Applied to Chest X-ray for Differential Diagnosis of COVID-19 Pneumonia. Diagnostics. 11(3). 530–530. 14 indexed citations

13.

Monti, Caterina Beatrice, Moreno Zanardo, Andrea Cozzi, et al.. (2021). Dual-energy CT performance in acute pulmonary embolism: a meta-analysis. European Radiology. 31(8). 6248–6258. 22 indexed citations

14.

Girardi, V., Fabrizio Palmieri, Andrea Cozzi, et al.. (2021). B3 Lesions at Vacuum-Assisted Breast Biopsy under Ultrasound or Mammography Guidance: A Single-Center Experience on 3634 Consecutive Biopsies. Cancers. 13(21). 5443–5443. 5 indexed citations

15.

Monfardini, Lorenzo, Mauro Morassi, Roberto Stellini, et al.. (2020). Pulmonary thromboembolism in hospitalised COVID-19 patients at moderate to high risk by Wells score: a report from Lombardy, Italy. British Journal of Radiology. 93(1113). 20200407–20200407. 21 indexed citations

16.

Pediconi, Federica, Veronica Rizzo, Simone Schiaffino, et al.. (2020). Visceral adipose tissue area predicts intensive care unit admission in COVID-19 patients. Obesity Research & Clinical Practice. 15(1). 89–92. 18 indexed citations

17.

Monaco, Cristian Giuseppe, Federico Zaottini, Simone Schiaffino, et al.. (2020). Chest x-ray severity score in COVID-19 patients on emergency department admission: a two-centre study. European Radiology Experimental. 4(1). 68–68. 35 indexed citations

18.

Schiaffino, Simone, Andrea Cozzi, & Francesco Sardanelli. (2020). An update on the management of breast atypical ductal hyperplasia. British Journal of Radiology. 93(1110). 20200117–20200117. 5 indexed citations

19.

Schiaffino, Simone, Massimo Calabrese, Rubina Manuela Trimboli, et al.. (2019). Upgrade Rate of Percutaneously Diagnosed Pure Atypical Ductal Hyperplasia: Systematic Review and Meta-Analysis of 6458 Lesions. Radiology. 294(1). 76–86. 51 indexed citations

20.

Moroni, Flavio, Sabina Attucci, Andrea Cozzi, et al.. (2002). The novel and systemically active metabotropic glutamate 1 (mGlu1) receptor antagonist 3-MATIDA reduces post-ischemic neuronal death. Neuropharmacology. 42(6). 741–751. 49 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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