Sebastiano Barbieri
Orcid: 0009-0000-2769-0329
According to our database1,
Sebastiano Barbieri
authored at least 28 papers
between 2008 and 2023.
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Bibliography
2023
Generating synthetic clinical data that capture class imbalanced distributions with generative adversarial networks: Example using antiretroviral therapy for HIV.
J. Biomed. Informatics, August, 2023
Synthetic Health-related Longitudinal Data with Mixed-type Variables Generated using Diffusion Models.
CoRR, 2023
Supporting the Management Plan of a World Heritage Site Nomination Through a Multi-step Evaluation Approach.
Proceedings of the Computational Science and Its Applications - ICCSA 2023 Workshops, 2023
2022
Medical Image Anal., 2022
Generating Synthetic Clinical Data that Capture Class Imbalanced Distributions with Generative Adversarial Networks: Example using Antiretroviral Therapy for HIV.
CoRR, 2022
The Health Gym: Synthetic Health-Related Datasets for the Development of Reinforcement Learning Algorithms.
CoRR, 2022
2021
Synthetic Acute Hypotension and Sepsis Datasets Based on MIMIC-III and Published as Part of the Health Gym Project.
CoRR, 2021
Incorporating Uncertainty in Learning to Defer Algorithms for Safe Computer-Aided Diagnosis.
CoRR, 2021
2020
Predicting cardiovascular risk from national administrative databases using a combined survival analysis and deep learning approach.
CoRR, 2020
Improved unsupervised physics-informed deep learning for intravoxel-incoherent motion modeling and evaluation in pancreatic cancer patients.
CoRR, 2020
2019
A Deep Representation of Longitudinal EMR Data Used for Predicting Readmission to the ICU and Describing Patients-at-Risk.
CoRR, 2019
Deep Learning How to Fit an Intravoxel Incoherent Motion Model to Diffusion-Weighted MRI.
CoRR, 2019
2013
A Ray-based Approach for Boundary Estimation of Fiber Bundles Derived from Diffusion Tensor Imaging.
CoRR, 2013
2012
DTI segmentation via the combined analysis of connectivity maps and tensor distances.
NeuroImage, 2012
Int. J. Comput. Assist. Radiol. Surg., 2012
2011
Segmentation of fiber tracts based on an accuracy analysis on diffusion tensor software phantoms.
NeuroImage, 2011
A Semi-Automatic Graph-Based Approach for Determining the Boundary of Eloquent Fiber Bundles in the Human Brain
CoRR, 2011
Int. J. Comput. Assist. Radiol. Surg., 2011
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011
2010
Proceedings of the Medical Imaging 2010: Image Processing, 2010
Qualitative and quantitative analysis of probabilistic and deterministic fiber tracking.
Proceedings of the Medical Imaging 2010: Image Processing, 2010
A Fast and Robust Graph-Based Approach for Boundary Estimation of Fiber Bundles Relying on Fractional Anisotropy Maps.
Proceedings of the 20th International Conference on Pattern Recognition, 2010
Segmentierung von Faserbahnsystemen mit einem strahlenbasierten Ansatz und Glättung der FA- und Winkel-Karten.
Proceedings of the 9. Jahrestagung der Deutschen Gesellschaft für Computer- und Roboterassistierte Chirurgie, 2010
2009
Proceedings of the Tensors in Image Processing and Computer Vision, 2009
2008
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2008