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Content available in repository
Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
External positions
Scientific Director AI4MRI ICAI Lab, Leiden University Medical Centre
Director of Data Science, Cardiologs, Philips
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Dive into the research topics where Nicola Pezzotti is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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AI-based motion artifact severity estimation in undersampled MRI allowing for selection of appropriate reconstruction models
Beljaards, L. (Corresponding author), Pezzotti, N., Rao, C., Doneva, M., van Osch, M. J. P. & Staring, M., May 2024, In: Medical Physics. 51, 5, p. 3555-3565 11 p.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile1 Citation (Scopus)26 Downloads (Pure) -
Class-constrained t-SNE: Combining Data Features and Class Probabilities
Meng, L., van den Elzen, S., Pezzotti, N. & Vilanova, A., 1 Jan 2024, In: IEEE Transactions on Visualization and Computer Graphics. 30, 1, p. 164-174 11 p., 10294259.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile5 Citations (Scopus)22 Downloads (Pure) -
EvolvED: Evolutionary Embeddings to Understand the Generation Process of Diffusion Models
Prasad, V., van Gorp, H., Humer, C., van Sloun, R. J. G., Vilanova, A. & Pezzotti, N., 11 Dec 2024, arXiv.org, 15 p.Research output: Working paper › Preprint › Academic › peer-review
Open AccessFile20 Downloads (Pure) -
ProactiV: Studying Deep Learning Model Behavior under Input Transformations
Prasad, V. (Corresponding author), van Sloun, R. J. G., Vilanova, A. & Pezzotti, N., Aug 2024, In: IEEE Transactions on Visualization and Computer Graphics. 30, 8, p. 5651-5665 15 p., 10207755.Research output: Contribution to journal › Article › Academic › peer-review
1 Citation (Scopus) -
The Transform-and-Perform framework: Explainable deep learning beyond classification
Prasad, V. (Corresponding author), van Sloun, R. J. G., van den Elzen, S., Vilanova, A. & Pezzotti, N., Feb 2024, In: IEEE Transactions on Visualization and Computer Graphics. 30, 2, p. 1502-1515 14 p., 9937145.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile3 Citations (Scopus)27 Downloads (Pure)