Sara Colantonio

1.4k total citations
75 papers, 508 citations indexed

About

Sara Colantonio is a scholar working on Computer Vision and Pattern Recognition, Artificial Intelligence and Radiology, Nuclear Medicine and Imaging. According to data from OpenAlex, Sara Colantonio has authored 75 papers receiving a total of 508 indexed citations (citations by other indexed papers that have themselves been cited), including 24 papers in Computer Vision and Pattern Recognition, 23 papers in Artificial Intelligence and 21 papers in Radiology, Nuclear Medicine and Imaging. Recurrent topics in Sara Colantonio's work include Radiomics and Machine Learning in Medical Imaging (15 papers), AI in cancer detection (9 papers) and Context-Aware Activity Recognition Systems (7 papers). Sara Colantonio is often cited by papers focused on Radiomics and Machine Learning in Medical Imaging (15 papers), AI in cancer detection (9 papers) and Context-Aware Activity Recognition Systems (7 papers). Sara Colantonio collaborates with scholars based in Italy, Greece and United Kingdom. Sara Colantonio's co-authors include Ovidio Salvetti, Maria Antonietta Pascali, Massimo Martinelli, Daniela Giorgi, Davide Moroni, I. B. Gurevich, Giuseppe Coppini, Bogdan J. Matuszewski, Franco Chiarugi and Mario D’Acunto and has published in prestigious journals such as Journal of Clinical Oncology, SHILAP Revista de lepidopterología and Scientific Reports.

In The Last Decade

Sara Colantonio

67 papers receiving 486 citations

Peers — A (Enhanced Table)

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

Name h Career Trend Papers Cites
Sara Colantonio Italy 12 161 121 97 64 55 75 508
José Ruiz-Pinales Mexico 13 143 0.9× 150 1.2× 135 1.4× 55 0.9× 56 1.0× 55 473
Manar D. Samad United States 11 78 0.5× 82 0.7× 208 2.1× 36 0.6× 76 1.4× 48 534
Agung W. Setiawan Indonesia 12 176 1.1× 201 1.7× 104 1.1× 112 1.8× 26 0.5× 99 561
Francisco Luna-Perejón Spain 15 166 1.0× 183 1.5× 185 1.9× 130 2.0× 28 0.5× 34 631
Ahmed Izzat Alsalibi Jordan 4 45 0.3× 76 0.6× 130 1.3× 41 0.6× 38 0.7× 5 406
Mandeep Singh India 13 97 0.6× 65 0.5× 60 0.6× 68 1.1× 26 0.5× 57 827
Norliza Mohd Noor Malaysia 13 171 1.1× 245 2.0× 142 1.5× 71 1.1× 18 0.3× 115 646
Cícero Ferreira Fernandes Costa Filho Brazil 15 214 1.3× 184 1.5× 140 1.4× 80 1.3× 15 0.3× 55 553
Sajid Gul Khawaja Pakistan 12 95 0.6× 150 1.2× 65 0.7× 55 0.9× 19 0.3× 50 496
Sorayya Rezayi Iran 12 216 1.3× 132 1.1× 180 1.9× 68 1.1× 9 0.2× 45 659

Countries citing papers authored by Sara Colantonio

Since Specialization
Citations

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

Fields of papers citing papers by Sara Colantonio

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Sara Colantonio

This figure shows the co-authorship network connecting the top 25 collaborators of Sara Colantonio. A scholar is included among the top collaborators of Sara Colantonio 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 Sara Colantonio. Sara Colantonio is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

20 of 20 papers shown
1.
Berti, Andrea, et al.. (2025). The Role of Causality in Explainable Artificial Intelligence. Wiley Interdisciplinary Reviews Data Mining and Knowledge Discovery. 15(2). 8 indexed citations
2.
Tachos, Nikolaos S., Stelios Sfakianakis, Haridimos Kondylakis, et al.. (2025). AI Model Passport: Data and system traceability framework for transparent AI in health. Computational and Structural Biotechnology Journal. 28. 386–404.
3.
Berti, Andrea, Camilla Scapicchio, Chiara Iacconi, et al.. (2025). An explainable-by-design end-to-end AI framework based on prototypical part learning for lesion detection and classification in Digital Breast Tomosynthesis images. Computational and Structural Biotechnology Journal. 27. 2649–2660.
4.
Colantonio, Sara, et al.. (2024). A systematic review of few-shot learning in medical imaging. Artificial Intelligence in Medicine. 156. 102949–102949. 30 indexed citations
5.
Banchelli, Martina, Valentina Bessi, Cristina Cecchi, et al.. (2024). Harnessing topological machine learning in Raman spectroscopy: Perspectives for Alzheimer’s disease detection via cerebrospinal fluid analysis. Journal of the Franklin Institute. 361(18). 107249–107249. 1 indexed citations
6.
Colantonio, Sara, et al.. (2024). Exploiting causality signals in medical images: A pilot study with empirical results. Expert Systems with Applications. 249. 123433–123433. 3 indexed citations
7.
Corso, Giulio Del, et al.. (2024). Adaptive Machine Learning Approach for Importance Evaluation of Multimodal Breast Cancer Radiomic Features. Journal of Imaging Informatics in Medicine. 37(4). 1642–1651. 8 indexed citations
8.
Stellato, Marco, Giuseppe Procopio, Chiara Romei, et al.. (2024). Multiomics approach for patient stratification and novel target identification in metastatic clear cell renal carcinoma (Meet-URO 31).. Journal of Clinical Oncology. 42(4_suppl). TPS498–TPS498.
9.
Colantonio, Sara, et al.. (2023). Computer Vision Tasks for Ambient Intelligence in Children’s Health. Information. 14(10). 548–548. 3 indexed citations
10.
D’Acunto, Mario, et al.. (2023). Raman spectroscopy and topological machine learning for cancer grading. Scientific Reports. 13(1). 7282–7282. 13 indexed citations
11.
Colantonio, Sara, et al.. (2023). Causality-Driven One-Shot Learning for Prostate Cancer Grading from MRI. ISTI Open Portal. 2608–2616. 2 indexed citations
12.
Santofimia, María J., Félix J. Villanueva, Xavier García, et al.. (2022). Bedtime Monitoring for Fall Detection and Prevention in Older Adults. International Journal of Environmental Research and Public Health. 19(12). 7139–7139. 7 indexed citations
13.
Curzio, Olivia, Lucia Billeci, Vittorio Belmonti, et al.. (2022). Horticultural Therapy May Reduce Psychological and Physiological Stress in Adolescents with Anorexia Nervosa: A Pilot Study. Nutrients. 14(24). 5198–5198. 7 indexed citations
14.
Jovanovic, Mladjan, Eftim Zdravevski, Petre Lameski, et al.. (2022). Ambient Assisted Living: Scoping Review of Artificial Intelligence Models, Domains, Technology, and Concerns. Journal of Medical Internet Research. 24(11). e36553–e36553. 32 indexed citations
15.
Giorgi, Daniela, Luca Bastiani, Maria Aurora Morales, et al.. (2022). Cardio-metabolic risk modeling and assessment through sensor-based measurements. International Journal of Medical Informatics. 165. 104823–104823. 1 indexed citations
16.
Colantonio, Sara, Massimo Martinelli, Davide Moroni, et al.. (2018). DECISION SUPPORT AND IMAGE & SIGNAL ANALYSIS IN HEART FAILURE - A Comprehensive Use Case. 5(9). 288–295.
17.
Pascali, Maria Antonietta, Daniela Giorgi, Luca Bastiani, et al.. (2016). Face morphology: Can it tell us something about body weight and fat?. Computers in Biology and Medicine. 76. 238–249. 18 indexed citations
18.
Colantonio, Sara, et al.. (2014). Decision Making Concepts for the Remote, Personalized Evaluation of COPD Patients’ Health Status. Methods of Information in Medicine. 54(3). 240–247. 10 indexed citations
19.
Chiarugi, Franco, Sara Colantonio, Dimitra Emmanouilidou, et al.. (2010). Decision support in heart failure through processing of electro- and echocardiograms. Artificial Intelligence in Medicine. 50(2). 95–104. 8 indexed citations
20.
Colantonio, Sara, Massimo Martinelli, Davide Moroni, et al.. (2008). A Decision Support Resource as a Kernel of a Semantic Web Based Platform Oriented to Heart Failure.. BOA (University of Milano-Bicocca). 142–148. 3 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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