Sebastiano Barbieri

ORCID

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 13

Top Venues

CoRR

Medical Image Anal.

ICCSA (Workshops 7)

J. Biomed. Informatics

Jacobs University (PHD)

Education History

Jacobs University

PHD

Publications

Vanessa Assumma, Sebastiano Barbieri, Marta Bottero, Caterina Caprioli
Supporting the Planning Management of UNESCO Sites: A Literature Review Between Urban Showcase and Gentrification. ICCSA (Workshops 7) (2024)
Nicholas I-Hsien Kuo, Federico Garcia, Anders Sönnerborg, Michael Böhm, Rolf Kaiser, Maurizio Zazzi, Mark N. Polizzotto, Louisa Jorm, Sebastiano Barbieri
Generating synthetic clinical data that capture class imbalanced distributions with generative adversarial networks: Example using antiretroviral therapy for HIV. J. Biomed. Informatics 144 (2023)
Sebastiano Barbieri, Marta Bottero, Caterina Caprioli, Giulio Mondini
Supporting the Management Plan of a World Heritage Site Nomination Through a Multi-step Evaluation Approach. ICCSA (Workshops 5) (2023)
Nicholas I-Hsien Kuo, Louisa Jorm, Sebastiano Barbieri
Synthetic Health-related Longitudinal Data with Mixed-type Variables Generated using Diffusion Models. CoRR (2023)
Nicholas I-Hsien Kuo, Louisa Jorm, Sebastiano Barbieri
Generating Synthetic Clinical Data that Capture Class Imbalanced Distributions with Generative Adversarial Networks: Example using Antiretroviral Therapy for HIV. CoRR (2022)
Nicholas I-Hsien Kuo, Mark N. Polizzotto, Simon Finfer, Federico Garcia, Anders Sönnerborg, Maurizio Zazzi, Michael Böhm, Louisa Jorm, Sebastiano Barbieri
The Health Gym: Synthetic Health-Related Datasets for the Development of Reinforcement Learning Algorithms. CoRR (2022)
Tim Ottens, Sebastiano Barbieri, Matthew R. Orton, Remy Klaassen, Hanneke W. M. van Laarhoven, Hans Crezee, Aart J. Nederveen, Xiantong Zhen, Oliver J. Gurney-Champion
Deep learning DCE-MRI parameter estimation: Application in pancreatic cancer. Medical Image Anal. 80 (2022)
Nicholas I-Hsien Kuo, Mark Polizzotto, Simon Finfer, Louisa Jorm, Sebastiano Barbieri
Synthetic Acute Hypotension and Sepsis Datasets Based on MIMIC-III and Published as Part of the Health Gym Project. CoRR (2021)
Jessie Liu, Blanca Gallego, Sebastiano Barbieri
Incorporating Uncertainty in Learning to Defer Algorithms for Safe Computer-Aided Diagnosis. CoRR (2021)
Sebastiano Barbieri, Suneela Mehta, Billy Wu, Chrianna Bharat, Katrina Poppe, Louisa Jorm, Rod Jackson
Predicting cardiovascular risk from national administrative databases using a combined survival analysis and deep learning approach. CoRR (2020)
Misha P. T. Kaandorp, Sebastiano Barbieri, Remy Klaassen, Hanneke W. M. van Laarhoven, Hans Crezee, Peter T. While, Aart J. Nederveen, Oliver J. Gurney-Champion
Improved unsupervised physics-informed deep learning for intravoxel-incoherent motion modeling and evaluation in pancreatic cancer patients. CoRR (2020)
Sebastiano Barbieri, Óscar Pérez Concha, Sradha Kotwal, Martin Gallagher, Angus Ritchie, Louisa Jorm
A Deep Representation of Longitudinal EMR Data Used for Predicting Readmission to the ICU and Describing Patients-at-Risk. CoRR (2019)
Sebastiano Barbieri, Oliver J. Gurney-Champion, Remy Klaassen, Harriet C. Thoeny
Deep Learning How to Fit an Intravoxel Incoherent Motion Model to Diffusion-Weighted MRI. CoRR (2019)
Miriam H. A. Bauer, Sebastiano Barbieri, Jan Klein, Jan Egger, Daniela Kuhnt, Bernd Freisleben, Horst K. Hahn, Christopher Nimsky
A Ray-based Approach for Boundary Estimation of Fiber Bundles Derived from Diffusion Tensor Imaging. CoRR (2013)
Sebastiano Barbieri, Jan Klein, Miriam H. A. Bauer, Christopher Nimsky, Horst K. Hahn
Atlas-based fiber reconstruction from diffusion tensor MRI data. Int. J. Comput. Assist. Radiol. Surg. 7 (6) (2012)
Sebastiano Barbieri, Miriam H. A. Bauer, Jan Klein, Jan Hendrik Moltz, Christopher Nimsky, Horst K. Hahn
DTI segmentation via the combined analysis of connectivity maps and tensor distances. NeuroImage 60 (2) (2012)
Jan Klein, Sebastiano Barbieri, Miriam H. A. Bauer, Christopher Nimsky, Horst K. Hahn
Benchmarking the Quality of Diffusion-Weighted Images CoRR (2011)
Miriam Helen Anna Bauer, Sebastiano Barbieri, Jan Klein, Jan Egger, Daniela Kuhnt, Bernd Freisleben, Horst K. Hahn, Christopher Nimsky
Boundary estimation of fiber bundles derived from diffusion tensor images. Int. J. Comput. Assist. Radiol. Surg. 6 (1) (2011)
Jan Hendrik Moltz, Stefan Braunewell, Jan Rühaak, Frank Heckel, Sebastiano Barbieri, Lennart Tautz, Horst K. Hahn, Heinz-Otto Peitgen
Analysis of variability in manual liver tumor delineation in CT scans. ISBI (2011)
Miriam Helen Anna Bauer, Jan Egger, Daniela Kuhnt, Sebastiano Barbieri, Jan Klein, Horst K. Hahn, Bernd Freisleben, Christopher Nimsky
A Semi-Automatic Graph-Based Approach for Determining the Boundary of Eloquent Fiber Bundles in the Human Brain CoRR (2011)
Sebastiano Barbieri, Miriam H. A. Bauer, Jan Klein, Christopher Nimsky, Horst K. Hahn
Segmentation of fiber tracts based on an accuracy analysis on diffusion tensor software phantoms. NeuroImage 55 (2) (2011)
Miriam H. A. Bauer, Jan Egger, Daniela Kuhnt, Sebastiano Barbieri, Jan Klein, Horst K. Hahn, Bernd Freisleben, Christopher Nimsky
Ray-Based and Graph-Based Methods for Fiber Bundle Boundary Estimation CoRR (2011)
Miriam Helen Anna Bauer, Sebastiano Barbieri, Jan Egger, Daniela Kuhnt, Jan Klein, Horst K. Hahn, Bernd Freisleben, Christopher Nimsky
Segmentierung von Faserbahnsystemen mit einem strahlenbasierten Ansatz und Glättung der FA- und Winkel-Karten. CURAC (2010)
Jan Klein, Adrian Grötsch, Daniel Betz, Sebastiano Barbieri, Ola Friman, Bram Stieltjes, Helmut Hildebrandt, Horst K. Hahn
Qualitative and quantitative analysis of probabilistic and deterministic fiber tracking. Medical Imaging: Image Processing (2010)
Miriam Helen Anna Bauer, Jan Egger, Tom O'Donnell, Sebastiano Barbieri, Jan Klein, Bernd Freisleben, Horst K. Hahn, Christopher Nimsky
A Fast and Robust Graph-Based Approach for Boundary Estimation of Fiber Bundles Relying on Fractional Anisotropy Maps. ICPR (2010)
Sebastiano Barbieri, Jan Klein, Christopher Nimsky, Horst K. Hahn
Assessing fiber tracking accuracy via diffusion tensor software models. Medical Imaging: Image Processing (2010)
Sebastiano Barbieri, Martin Welk, Joachim Weickert
Variational registration of tensor-valued images. CVPR Workshops (2008)

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Publication Activity (10 Years)

Top Topics

Top Venues

Sebastiano Barbieri