Elia Bruni
Impact in
- Health Informatics top 0.5%
- Artificial Intelligence in Healthcare and Education
- Artificial Intelligence top 0.5%
- AI in cancer detection
- Topic Modeling
- Natural Language Processing Techniques
Papers in
-
- Topic Modeling 14
- Natural Language Processing Techniques 11
- Speech and dialogue systems 7
- Domain Adaptation and Few-Shot Learning 3
-
- Multimodal Machine Learning Applications 12
- Advanced Image and Video Retrieval Techniques 6
- Image Retrieval and Classification Techniques 5
- Co-authors
- Marco Baroni (7 shared papers)Nam Khoa Tran (1 shared paper)Gemma Boleda (1 shared paper)Nam Khanh Tran (1 shared paper)Dieuwke Hupkes (10 shared papers)Daniel Racoceanu (1 shared paper)Martin Urschler (1 shared paper)Michael Pfeiffer (1 shared paper)
- Journals
- Journal of Artificial Intelligence Research (2 papers)JAMA (1 paper)NeuroImage (1 paper)ACM Transactions on Interactive Intelligent Systems (1 paper)Medical Image Analysis (1 paper)
- Partner nations
- NetherlandsItalySpain
In The Last Decade
Elia Bruni
33 papers receiving 4.5k citations
Elia Bruni's Hit Papers
Peers
Comparison fields: 5 of 158
- Health Informatics 290
- Artificial Intelligence 3.1k
- Radiology, Nuclear Medicine and Imaging 1.4k
- Computer Vision and Pattern Recognition 1.4k
- Biophysics 257
Countries citing papers authored by Elia Bruni
This map shows the geographic impact of Elia Bruni'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 Elia Bruni with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Elia Bruni more than expected).
Fields of papers citing papers by Elia Bruni
This network shows the impact of papers produced by Elia Bruni. 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 Elia Bruni. The network helps show where Elia Bruni may publish in the future.
Co-authors
The 25 scholars most cited alongside Elia Bruni, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
Showing the 20 most-cited of 34 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Diagnostic Assessment of Deep Learning Algorithms for Detection of Lymph Node Metastases in Women With Breast Cancer Hit paper breakdown → | 2017 | 2461 |
| 2 | Gland segmentation in colon histology images: The glas challenge contest Hit paper breakdown → | 2016 | 754 |
| 3 | Multimodal Distributional Semantics Hit paper breakdown → | 2014 | 597 |
| 4 | Distributional Semantics in Technicolor | 2012 | 221 |
| 5 | 2020 | 106 | |
| 6 | 2014 | 91 | |
| 7 | 2012 | 82 | |
| 8 | 2014 | 73 | |
| 9 | 2015 | 58 | |
| 10 | Distributional semantics from text and images | 2011 | 38 |
| 11 | 2015 | 37 | |
| 12 | 2019 | 33 | |
| 13 | 2022 | 31 | |
| 14 | 2013 | 31 | |
| 15 | 2012 | 28 | |
| 16 | 2017 | 18 | |
| 17 | 2020 | 10 | |
| 18 | VSEM: An open library for visual semantics representation | 2013 | 10 |
| 19 | 2020 | 6 | |
| 20 | 2018 | 5 |
About Elia Bruni
Elia Bruni is a scholar working on Artificial Intelligence, Computer Vision and Pattern Recognition, Cultural Studies, Cognitive Neuroscience and Social Psychology, having authored 34 papers that have together received 4.7k indexed citations. Recurring topics across this work include Topic Modeling (14 papers), Multimodal Machine Learning Applications (12 papers), Natural Language Processing Techniques (11 papers), Speech and dialogue systems (7 papers), Advanced Image and Video Retrieval Techniques (6 papers), Image Retrieval and Classification Techniques (5 papers), Domain Adaptation and Few-Shot Learning (3 papers) and Language and cultural evolution (3 papers). The work is most often cited by research in Health Informatics (290 citations), Artificial Intelligence (3.1k citations), Radiology, Nuclear Medicine and Imaging (1.4k citations), Computer Vision and Pattern Recognition (1.4k citations) and Biophysics (257 citations). Elia Bruni has collaborated with scholars based in Netherlands, Italy and Spain. Frequent co-authors include Marco Baroni, Nam Khoa Tran, Gemma Boleda, Nam Khanh Tran, Dieuwke Hupkes, Daniel Racoceanu, Martin Urschler, Michael Pfeiffer, Verna Dankers and Hao Chen. Their work appears in journals such as Journal of Artificial Intelligence Research, JAMA, NeuroImage, ACM Transactions on Interactive Intelligent Systems and Medical Image Analysis.
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.