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ORCIDSebastiano Barbieri
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Books and Theses
- 2013
[b1]Sebastiano Barbieri:
On the Accuracy of Fiber Tractography. Jacobs University, 2013
Journal Articles
- 2023
- [j6]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: 104436 (2023) - 2022
- [j5]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: 102512 (2022) - 2012
- [j4]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): 959-967 (2012) - [j3]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): 1025-1035 (2012) - 2011
- [j2]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): 1-11 (2011) - [j1]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): 532-544 (2011)
Conference and Workshop Papers
- 2024
- [c8]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: 147-162 - 2023
- [c7]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: 498-511 - 2011
- [c6]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: 1974-1977 - 2010
- [c5]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: 147-152 - [c4]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: 4016-4019 - [c3]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: 76232A - [c2]Sebastiano Barbieri, Jan Klein, Christopher Nimsky, Horst K. Hahn:
Assessing fiber tracking accuracy via diffusion tensor software models. Medical Imaging: Image Processing 2010: 762326 - 2008
- [c1]Sebastiano Barbieri, Martin Welk, Joachim Weickert:
Variational registration of tensor-valued images. CVPR Workshops 2008: 1-6
Parts in Books or Collections
- 2009
- [p1]Sebastiano Barbieri, Martin Welk, Joachim Weickert:
A Variational Approach to the Registration of Tensor-Valued Images. Tensors in Image Processing and Computer Vision 2009: 59-77
Informal and Other Publications
- 2023
- [i13]Nicholas I-Hsien Kuo, Louisa Jorm, Sebastiano Barbieri:
Synthetic Health-related Longitudinal Data with Mixed-type Variables Generated using Diffusion Models. CoRR abs/2303.12281 (2023) - 2022
- [i12]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 abs/2203.06369 (2022) - [i11]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 abs/2208.08655 (2022) - 2021
- [i10]Jessie Liu, Blanca Gallego, Sebastiano Barbieri:
Incorporating Uncertainty in Learning to Defer Algorithms for Safe Computer-Aided Diagnosis. CoRR abs/2108.07392 (2021) - [i9]Nicholas I-Hsien Kuo, Mark N. 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 abs/2112.03914 (2021) - 2020
- [i8]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 abs/2011.01689 (2020) - [i7]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 abs/2011.14032 (2020) - 2019
- [i6]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 abs/1903.00095 (2019) - [i5]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 abs/1905.08547 (2019) - 2013
- [i4]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 abs/1310.6092 (2013) - 2011
- [i3]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 abs/1103.1475 (2011) - [i2]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 abs/1103.1952 (2011) - [i1]Jan Klein, Sebastiano Barbieri, Miriam H. A. Bauer, Christopher Nimsky, Horst K. Hahn:
Benchmarking the Quality of Diffusion-Weighted Images. CoRR abs/1104.1556 (2011)
Coauthor Index
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