Simona Bottani

1.5k total citations · 1 hit paper
20 papers, 751 citations indexed

About

Simona Bottani is a scholar working on Radiology, Nuclear Medicine and Imaging, Artificial Intelligence and Psychiatry and Mental health. According to data from OpenAlex, Simona Bottani has authored 20 papers receiving a total of 751 indexed citations (citations by other indexed papers that have themselves been cited), including 11 papers in Radiology, Nuclear Medicine and Imaging, 7 papers in Artificial Intelligence and 5 papers in Psychiatry and Mental health. Recurrent topics in Simona Bottani's work include Advanced MRI Techniques and Applications (7 papers), Radiomics and Machine Learning in Medical Imaging (6 papers) and Medical Imaging Techniques and Applications (6 papers). Simona Bottani is often cited by papers focused on Advanced MRI Techniques and Applications (7 papers), Radiomics and Machine Learning in Medical Imaging (6 papers) and Medical Imaging Techniques and Applications (6 papers). Simona Bottani collaborates with scholars based in France, Italy and United States. Simona Bottani's co-authors include Ninon Burgos, Olivier Colliot, Stanley Durrleman, Jorge Samper‐Gonzàlez, Junhao Wen, Didier Dormont, Alexandre Routier, Elina Thibeau–Sutre, Anne Bertrand and Arnaud Marcoux and has published in prestigious journals such as IEEE Transactions on Pattern Analysis and Machine Intelligence, NeuroImage and Scientific Reports.

In The Last Decade

Simona Bottani

19 papers receiving 743 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.

Convolutional neural networks for classification of Alzheimer's disease: Overview and reproducible evaluation

2020 423 citations Junhao Wen, Elina Thibeau–Sutre et al. Medical Image Analysis profile →

Peers — A (Enhanced Table)

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

Name	h						Papers	Cites
Simona Bottani France	9	304	294	277	164	152	20	751
Alexandre Routier France	10	281 0.9×	272 0.9×	251 0.9×	155 0.9×	156 1.0×	15	725
Jorge Samper‐Gonzàlez France	8	283 0.9×	268 0.9×	246 0.9×	133 0.8×	145 1.0×	10	667
Junhao Wen United States	11	301 1.0×	311 1.1×	268 1.0×	164 1.0×	196 1.3×	30	883
Elina Thibeau–Sutre France	6	239 0.8×	205 0.7×	248 0.9×	130 0.8×	116 0.8×	12	613
ADNI ADNI United States	7	257 0.8×	180 0.6×	179 0.6×	116 0.7×	94 0.6×	11	501
Elaheh Moradi Finland	7	246 0.8×	370 1.3×	191 0.7×	128 0.8×	264 1.7×	13	810
Katherine R. Gray United Kingdom	10	226 0.7×	293 1.0×	129 0.5×	164 1.0×	137 0.9×	19	646
Chris Hinrichs United States	8	224 0.7×	315 1.1×	153 0.6×	189 1.2×	188 1.2×	11	717
Marie-Odile Habert France	6	352 1.2×	483 1.6×	185 0.7×	262 1.6×	381 2.5×	7	1.0k
Alexandre Savio Spain	15	153 0.5×	116 0.4×	158 0.6×	198 1.2×	268 1.8×	19	647

Countries citing papers authored by Simona Bottani

Since Specialization

Citations

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

Fields of papers citing papers by Simona Bottani

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Simona Bottani

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

Bottani, Simona, Sébastian Ströer, Lydia Chougar, et al.. (2025). Automatic quality control of brain 3D FLAIR MRIs for a clinical data warehouse. Medical Image Analysis. 103. 103617–103617.

Bottani, Simona, Elina Thibeau–Sutre, Sébastian Ströer, et al.. (2024). Contrast-enhanced to non-contrast-enhanced image translation to exploit a clinical data warehouse of T1-weighted brain MRI. BMC Medical Imaging. 24(1). 67–67. 2 indexed citations

Bottani, Simona, et al.. (2024). Automated MRI Quality Assessment of Brain T1-weighted MRI in Clinical Data Warehouses: A Transfer Learning Approach Relying on Artefact Simulation. arXiv (Cornell University). 2(June 2024). 888–915. 1 indexed citations

Bottani, Simona, et al.. (2024). Leveraging noise and contrast simulation for the automatic quality control of routine clinical T1-weighted brain MRI. SPIRE - Sciences Po Institutional REpository. 42–42. 1 indexed citations

Bottani, Simona, Ninon Burgos, Dario Saracino, et al.. (2023). Evaluation of MRI-based machine learning approaches for computer-aided diagnosis of dementia in a clinical data warehouse. Medical Image Analysis. 89. 102903–102903. 8 indexed citations

Bottani, Simona, et al.. (2023). Automatic motion artefact detection in brain T1-weighted magnetic resonance images from a clinical data warehouse using synthetic data. Medical Image Analysis. 93. 103073–103073. 9 indexed citations

Bottani, Simona, et al.. (2023). Simulation based evaluation framework for deep learning unsupervised anomaly detection on brain FDG-PET. 87–87. 2 indexed citations

Bottani, Simona, et al.. (2023). Transfer learning from synthetic to routine clinical data for motion artefact detection in brain T1-weighted MRI. 49–49. 4 indexed citations

Bottani, Simona, Elina Thibeau–Sutre, Sébastian Ströer, et al.. (2022). Homogenization of brain MRI from a clinical data warehouse using contrast-enhanced to non-contrast-enhanced image translation with U-Net derived models. SPIRE - Sciences Po Institutional REpository. 2 indexed citations

10.

Koval, Igor, Alexandre Bône, Simona Bottani, et al.. (2021). AD Course Map charts Alzheimer’s disease progression. Scientific Reports. 11(1). 8020–8020. 41 indexed citations

11.

Bottani, Simona, et al.. (2021). Automatic quality control of brain T1-weighted magnetic resonance images for a clinical data warehouse. Medical Image Analysis. 75. 102219–102219. 25 indexed citations

12.

Routier, Alexandre, Ninon Burgos, Simona Bottani, et al.. (2021). Clinica: an open source software platform for reproducible clinical neuroscience studies. HAL (Le Centre pour la Communication Scientifique Directe). 7 indexed citations

13.

Bottani, Simona, et al.. (2020). Gaussian Graphical Model Exploration and Selection in High Dimension Low Sample Size Setting. IEEE Transactions on Pattern Analysis and Machine Intelligence. 43(9). 3196–3213. 2 indexed citations

14.

Wen, Junhao, Jorge Samper‐Gonzàlez, Simona Bottani, et al.. (2020). Reproducible Evaluation of Diffusion MRI Features for Automatic Classification of Patients with Alzheimer’s Disease. Neuroinformatics. 19(1). 57–78. 17 indexed citations

15.

Ansart, Manon, Stéphane Epelbaum, Alexandre Bône, et al.. (2020). Predicting the progression of mild cognitive impairment using machine learning: A systematic, quantitative and critical review. Medical Image Analysis. 67. 101848–101848. 58 indexed citations

16.

Wen, Junhao, Elina Thibeau–Sutre, Jorge Samper‐Gonzàlez, et al.. (2020). Convolutional neural networks for classification of Alzheimer's disease: Overview and reproducible evaluation. Medical Image Analysis. 63. 101694–101694. 423 indexed citations breakdown →

17.

Burgos, Ninon, Simona Bottani, Johann Faouzi, Elina Thibeau–Sutre, & Olivier Colliot. (2020). Deep learning for brain disorders: from data processing to disease treatment. Briefings in Bioinformatics. 22(2). 1560–1576. 19 indexed citations

18.

Samper‐Gonzàlez, Jorge, Ninon Burgos, Simona Bottani, et al.. (2019). Reproducible evaluation of methods for predicting progression to Alzheimer's disease from clinical and neuroimaging data. HAL (Le Centre pour la Communication Scientifique Directe). 30–30. 7 indexed citations

19.

Samper‐Gonzàlez, Jorge, Ninon Burgos, Simona Bottani, et al.. (2018). Reproducible evaluation of classification methods in Alzheimer's disease: Framework and application to MRI and PET data. NeuroImage. 183. 504–521. 113 indexed citations

20.

Marcoux, Arnaud, Ninon Burgos, Anne Bertrand, et al.. (2018). An Automated Pipeline for the Analysis of PET Data on the Cortical Surface. Frontiers in Neuroinformatics. 12. 94–94. 10 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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