Chiara Marzi

863 total citations
32 papers, 435 citations indexed

About

Chiara Marzi is a scholar working on Radiology, Nuclear Medicine and Imaging, Pulmonary and Respiratory Medicine and Cognitive Neuroscience. According to data from OpenAlex, Chiara Marzi has authored 32 papers receiving a total of 435 indexed citations (citations by other indexed papers that have themselves been cited), including 20 papers in Radiology, Nuclear Medicine and Imaging, 8 papers in Pulmonary and Respiratory Medicine and 7 papers in Cognitive Neuroscience. Recurrent topics in Chiara Marzi's work include Radiomics and Machine Learning in Medical Imaging (7 papers), Functional Brain Connectivity Studies (7 papers) and Advanced Neuroimaging Techniques and Applications (7 papers). Chiara Marzi is often cited by papers focused on Radiomics and Machine Learning in Medical Imaging (7 papers), Functional Brain Connectivity Studies (7 papers) and Advanced Neuroimaging Techniques and Applications (7 papers). Chiara Marzi collaborates with scholars based in Italy, United Kingdom and United States. Chiara Marzi's co-authors include Stefano Diciotti, Marco Giannelli, Carlo Tessa, Mario Mascalchi, Luca Citi, Alba García Seco de Herrera, Andrea Barucci, Emilia Salvadori, Leonardo Pantoni and Nicola De Stefano and has published in prestigious journals such as PLoS ONE, NeuroImage and Scientific Reports.

In The Last Decade

Chiara Marzi

27 papers receiving 431 citations

Peers — A (Enhanced Table)

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

Name	h						Papers	Cites
Chiara Marzi Italy	13	180	135	70	62	59	32	435
Yuchuan Qiao United States	10	176 1.0×	82 0.6×	45 0.6×	52 0.8×	66 1.1×	32	423
M. Ethan MacDonald Canada	12	250 1.4×	121 0.9×	33 0.5×	77 1.2×	40 0.7×	38	514
Vaanathi Sundaresan United Kingdom	9	217 1.2×	86 0.6×	56 0.8×	91 1.5×	115 1.9×	20	509
Pauline Mouchès Canada	12	121 0.7×	135 1.0×	77 1.1×	53 0.9×	63 1.1×	32	550
Michael Stauffer Switzerland	6	212 1.2×	137 1.0×	40 0.6×	34 0.5×	49 0.8×	15	484
Zhiqiang Lao United States	6	173 1.0×	112 0.8×	82 1.2×	55 0.9×	131 2.2×	14	549
Jiance Li China	13	295 1.6×	94 0.7×	113 1.6×	108 1.7×	22 0.4×	29	511
Lotta M. Ellingsen United States	12	214 1.2×	116 0.9×	98 1.4×	22 0.4×	83 1.4×	27	590
Florian Dubost Netherlands	11	130 0.7×	74 0.5×	94 1.3×	41 0.7×	37 0.6×	16	419
Camilo Bermudez United States	13	262 1.5×	105 0.8×	112 1.6×	27 0.4×	74 1.3×	29	594

Countries citing papers authored by Chiara Marzi

Since Specialization

Citations

This map shows the geographic impact of Chiara Marzi'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 Chiara Marzi with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Chiara Marzi more than expected).

Fields of papers citing papers by Chiara Marzi

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Chiara Marzi. 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 Chiara Marzi. The network helps show where Chiara Marzi may publish in the future.

Co-authorship network of co-authors of Chiara Marzi

This figure shows the co-authorship network connecting the top 25 collaborators of Chiara Marzi. A scholar is included among the top collaborators of Chiara Marzi 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 Chiara Marzi. Chiara Marzi 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

Marzi, Chiara, et al.. (2025). Comparative analysis of supervised and self-supervised learning with small and imbalanced medical imaging datasets. Scientific Reports. 15(1). 32345–32345.

Mascalchi, Mario, Chiara Marzi, & Stefano Diciotti. (2025). Artificial intelligence propels lung cancer screening: innovations and the challenges of explainability and reproducibility. Signal Transduction and Targeted Therapy. 10(1). 18–18.

Marzi, Chiara, Sara Colantonio, Laura Tavanti, et al.. (2025). Unlocking the potential of radiomics in identifying fibrosing and inflammatory patterns in interstitial lung disease. La radiologia medica. 130(11). 1797–1807.

Giannelli, Marco, Chiara Marzi, Jacopo Del Meglio, et al.. (2024). Test-retest repeatability of myocardial radiomic features from quantitative cardiac magnetic resonance T1 and T2 mapping. Magnetic Resonance Imaging. 113. 110217–110217. 1 indexed citations

Marzi, Chiara, Marco Giannelli, Andrea Barucci, et al.. (2024). Efficacy of MRI data harmonization in the age of machine learning: a multicenter study across 36 datasets. Scientific Data. 11(1). 115–115. 24 indexed citations

Calareso, Giuseppina, Chiara Marzi, Michela Baccini, et al.. (2024). Cylindrical TGR as early radiological predictor of RLT progression in GEPNETs: a proof of concept. Scientific Reports. 14(1). 15782–15782. 1 indexed citations

Marzi, Chiara, et al.. (2024). Brain MRI Synthesis Using Stylegan2-ADA. Archivio istituzionale della ricerca (Alma Mater Studiorum Università di Bologna). 1–5. 2 indexed citations

Marzi, Chiara, Emilia Salvadori, Antonio Giorgio, et al.. (2023). Fractal dimension of the cortical gray matter outweighs other brain MRI features as a predictor of transition to dementia in patients with mild cognitive impairment and leukoaraiosis. Frontiers in Human Neuroscience. 17. 1231513–1231513. 7 indexed citations

Marzi, Chiara, Andrea Barucci, Jacopo Del Meglio, et al.. (2023). Collinearity and Dimensionality Reduction in Radiomics: Effect of Preprocessing Parameters in Hypertrophic Cardiomyopathy Magnetic Resonance T1 and T2 Mapping. Bioengineering. 10(1). 80–80. 15 indexed citations

10.

Salvadori, Emilia, Carmen Barbato, Francesca Cesari, et al.. (2023). Cognitive phenotypes and factors associated with cognitive decline in a cohort of older patients with atrial fibrillation: The Strat‐AF study. European Journal of Neurology. 30(4). 849–860. 6 indexed citations

11.

Mascalchi, Mario, Chiara Romei, Chiara Marzi, et al.. (2023). Pulmonary emphysema and coronary artery calcifications at baseline LDCT and long-term mortality in smokers and former smokers of the ITALUNG screening trial. European Radiology. 33(5). 3115–3123. 11 indexed citations

12.

Cesari, Francesca, Anna Maria Gori, Martina Berteotti, et al.. (2023). The Role of Extracellular Matrix and Inflammation in the Stratification of Bleeding and Thrombotic Risk of Atrial Fibrillation on Oral Anticoagulant Therapy: Insights from Strat-Af Study. Journal of Clinical Medicine. 12(21). 6866–6866. 2 indexed citations

13.

D’Andrea, Cristiano, Federico Angelo Cazzaniga, Edoardo Bistaffa, et al.. (2023). Impact of seed amplification assay and surface-enhanced Raman spectroscopy combined approach on the clinical diagnosis of Alzheimer’s disease. Translational Neurodegeneration. 12(1). 35–35. 17 indexed citations

14.

Marzi, Chiara, Alessandro d’Ambrosio, Stefano Diciotti, et al.. (2022). Prediction of the information processing speed performance in multiple sclerosis using a machine learning approach in a large multicenter magnetic resonance imaging data set. Human Brain Mapping. 44(1). 186–202. 17 indexed citations

15.

Salvadori, Emilia, Carmen Barbato, Francesca Pescini, et al.. (2022). Can CHA2DS2-VASc and HAS–BLED Foresee the Presence of Cerebral Microbleeds, Lacunar and Non-Lacunar Infarcts in Elderly Patients With Atrial Fibrillation? Data From Strat–AF Study. Frontiers in Neurology. 13. 883786–883786. 2 indexed citations

16.

Trajkovic, Jelena, Francesco Di Gregorio, Francesca Ferri, et al.. (2021). Resting state alpha oscillatory activity is a valid and reliable marker of schizotypy. Scientific Reports. 11(1). 10379–10379. 31 indexed citations

17.

Marzi, Chiara, Marco Giannelli, Carlo Tessa, Mario Mascalchi, & Stefano Diciotti. (2020). Toward a more reliable characterization of fractal properties of the cerebral cortex of healthy subjects during the lifespan. Scientific Reports. 10(1). 16957–16957. 30 indexed citations

18.

Poggesi, Anna, Carmen Barbato, Francesca Cesari, et al.. (2019). Role of Biological Markers for Cerebral Bleeding Risk STRATification in Patients with Atrial Fibrillation on Oral Anticoagulants for Primary or Secondary Prevention of Ischemic Stroke (Strat-AF Study): Study Design and Methodology. Medicina. 55(10). 626–626. 8 indexed citations

19.

Pantoni, Leonardo, Chiara Marzi, Anna Poggesi, et al.. (2019). Fractal dimension of cerebral white matter: A consistent feature for prediction of the cognitive performance in patients with small vessel disease and mild cognitive impairment. NeuroImage Clinical. 24. 101990–101990. 32 indexed citations

20.

Mascalchi, Mario, Chiara Marzi, Marco Giannelli, et al.. (2018). Histogram analysis of DTI-derived indices reveals pontocerebellar degeneration and its progression in SCA2. PLoS ONE. 13(7). e0200258–e0200258. 16 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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