Sebastiano Barbieri

38 papers A 1B 3Journal 25Unranked 7

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Acquisition-independent deep learning for quantitative MRI parameter estimation using neural controlled differential equations. Medical Image Anal. Daan Kuppens, Sebastiano Barbieri, Daisy van den Berg, Pepijn Schouten, Harriet C. Thoeny, Hanneke W. M. van Laarhoven, Myrte Wennen, Oliver J. Gurney-Champion
2026	J	`jnl`	From Statistical Fidelity to Clinical Consistency: Scalable Generation and Auditing of Synthetic Patient Trajectories. CoRR Guanglin Zhou, Armin Catic, Motahare Shabestari, Matthew Young, Chaiquan Li, Katrina Poppe, Sebastiano Barbieri
2025	J	`jnl`	A scoping review of the governance of federated learning in healthcare. npj Digit. Medicine Rebekah Eden, Ignatius Chukwudi, Chris Bain, Sebastiano Barbieri, Leonie Callaway, Susan de Jersey, Yasmeen M. George, Alain-Dominique Gorse, Michael Lawley, Peter Marendy, Steven M. McPhail, Anthony N. Nguyen, Mahnaz Samadbeik, Clair Sullivan
2025	—	`conf`	Assessing the Tourist Carrying Capacity of a UNESCO World Heritage proposed site. ICCSA (Workshops 8) Sebastiano Barbieri, Caterina Caprioli, Barbara Baronetto, Marta Bottero, Marco Valle
2025	A	`conf`	Generating Clinically Realistic EHR Data via a Hierarchy- and Semantics-Guided Transformer. ECAI Guanglin Zhou, Sebastiano Barbieri
2025	J	`jnl`	Generating Clinically Realistic EHR Data via a Hierarchy- and Semantics-Guided Transformer. CoRR Guanglin Zhou, Sebastiano Barbieri
2025	J	`jnl`	Generative AI mitigates representation bias and improves model fairness through synthetic health data. PLoS Comput. Biol. Raffaele Marchesi, Nicolo Micheletti, Nicholas I-Hsien Kuo, Sebastiano Barbieri, Giuseppe Jurman, Venet Osmani
2025	—	`conf`	Participatory Strategies for Supporting Decision Making in Cultural Heritage Adaptive Reuse Interventions. ICCSA (Workshops 11) Marta Bottero, Giulio Mondini, Sebastiano Barbieri, Caterina Caprioli, Federico Dell'anna
2024	J	`jnl`	Acquisition-Independent Deep Learning for Quantitative MRI Parameter Estimation using Neural Controlled Differential Equations. CoRR Daan Kuppens, Sebastiano Barbieri, Daisy van den Berg, Pepijn Schouten, Harriet C. Thoeny, Myrte Wennen, Oliver J. Gurney-Champion
2024	—	`conf`	Supporting the Planning Management of UNESCO Sites: A Literature Review Between Urban Showcase and Gentrification. ICCSA (Workshops 7) Vanessa Assumma, Sebastiano Barbieri, Marta Bottero, Caterina Caprioli
2023	J	`jnl`	Generating synthetic clinical data that capture class imbalanced distributions with generative adversarial networks: Example using antiretroviral therapy for HIV. J. Biomed. Informatics Nicholas I-Hsien Kuo, Federico Garcia, Anders Sönnerborg, Michael Böhm, Rolf Kaiser, Maurizio Zazzi, Mark N. Polizzotto, Louisa Jorm, Sebastiano Barbieri
2023	—	`conf`	Supporting the Management Plan of a World Heritage Site Nomination Through a Multi-step Evaluation Approach. ICCSA (Workshops 5) Sebastiano Barbieri, Marta Bottero, Caterina Caprioli, Giulio Mondini
2023	J	`jnl`	Synthetic Health-related Longitudinal Data with Mixed-type Variables Generated using Diffusion Models. CoRR Nicholas I-Hsien Kuo, Louisa Jorm, Sebastiano Barbieri
2022	J	`jnl`	Deep learning DCE-MRI parameter estimation: Application in pancreatic cancer. Medical Image Anal. 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
2022	J	`jnl`	Generating Synthetic Clinical Data that Capture Class Imbalanced Distributions with Generative Adversarial Networks: Example using Antiretroviral Therapy for HIV. CoRR Nicholas I-Hsien Kuo, Louisa Jorm, Sebastiano Barbieri
2022	J	`jnl`	The Health Gym: Synthetic Health-Related Datasets for the Development of Reinforcement Learning Algorithms. CoRR Nicholas I-Hsien Kuo, Mark N. Polizzotto, Simon Finfer, Federico Garcia, Anders Sönnerborg, Maurizio Zazzi, Michael Böhm, Louisa Jorm, Sebastiano Barbieri
2021	J	`jnl`	Incorporating Uncertainty in Learning to Defer Algorithms for Safe Computer-Aided Diagnosis. CoRR Jessie Liu, Blanca Gallego, Sebastiano Barbieri
2021	J	`jnl`	Synthetic Acute Hypotension and Sepsis Datasets Based on MIMIC-III and Published as Part of the Health Gym Project. CoRR Nicholas I-Hsien Kuo, Mark N. Polizzotto, Simon Finfer, Louisa Jorm, Sebastiano Barbieri
2020	J	`jnl`	Improved unsupervised physics-informed deep learning for intravoxel-incoherent motion modeling and evaluation in pancreatic cancer patients. CoRR 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
2020	J	`jnl`	Predicting cardiovascular risk from national administrative databases using a combined survival analysis and deep learning approach. CoRR Sebastiano Barbieri, Suneela Mehta, Billy Wu, Chrianna Bharat, Katrina Poppe, Louisa Jorm, Rod Jackson
2019	J	`jnl`	A Deep Representation of Longitudinal EMR Data Used for Predicting Readmission to the ICU and Describing Patients-at-Risk. CoRR Sebastiano Barbieri, Óscar Pérez Concha, Sradha Kotwal, Martin Gallagher, Angus Ritchie, Louisa Jorm
2019	J	`jnl`	Deep Learning How to Fit an Intravoxel Incoherent Motion Model to Diffusion-Weighted MRI. CoRR Sebastiano Barbieri, Oliver J. Gurney-Champion, Remy Klaassen, Harriet C. Thoeny
2013	J	`jnl`	A Ray-based Approach for Boundary Estimation of Fiber Bundles Derived from Diffusion Tensor Imaging. CoRR Miriam H. A. Bauer, Sebastiano Barbieri, Jan Klein, Jan Egger, Daniela Kuhnt, Bernd Freisleben, Horst K. Hahn, Christopher Nimsky
2013	—	`—`	On the Accuracy of Fiber Tractography. Sebastiano Barbieri
2012	J	`jnl`	Atlas-based fiber reconstruction from diffusion tensor MRI data. Int. J. Comput. Assist. Radiol. Surg. Sebastiano Barbieri, Jan Klein, Miriam H. A. Bauer, Christopher Nimsky, Horst K. Hahn
2012	J	`jnl`	DTI segmentation via the combined analysis of connectivity maps and tensor distances. NeuroImage Sebastiano Barbieri, Miriam H. A. Bauer, Jan Klein, Jan Hendrik Moltz, Christopher Nimsky, Horst K. Hahn
2011	J	`jnl`	A Semi-Automatic Graph-Based Approach for Determining the Boundary of Eloquent Fiber Bundles in the Human Brain CoRR Miriam Helen Anna Bauer, Jan Egger, Daniela Kuhnt, Sebastiano Barbieri, Jan Klein, Horst K. Hahn, Bernd Freisleben, Christopher Nimsky
2011	—	`conf`	Analysis of variability in manual liver tumor delineation in CT scans. ISBI Jan Hendrik Moltz, Stefan Braunewell, Jan Rühaak, Frank Heckel, Sebastiano Barbieri, Lennart Tautz, Horst K. Hahn, Heinz-Otto Peitgen
2011	J	`jnl`	Benchmarking the Quality of Diffusion-Weighted Images CoRR Jan Klein, Sebastiano Barbieri, Miriam H. A. Bauer, Christopher Nimsky, Horst K. Hahn
2011	J	`jnl`	Boundary estimation of fiber bundles derived from diffusion tensor images. Int. J. Comput. Assist. Radiol. Surg. Miriam Helen Anna Bauer, Sebastiano Barbieri, Jan Klein, Jan Egger, Daniela Kuhnt, Bernd Freisleben, Horst K. Hahn, Christopher Nimsky
2011	J	`jnl`	Ray-Based and Graph-Based Methods for Fiber Bundle Boundary Estimation CoRR Miriam H. A. Bauer, Jan Egger, Daniela Kuhnt, Sebastiano Barbieri, Jan Klein, Horst K. Hahn, Bernd Freisleben, Christopher Nimsky
2011	J	`jnl`	Segmentation of fiber tracts based on an accuracy analysis on diffusion tensor software phantoms. NeuroImage Sebastiano Barbieri, Miriam H. A. Bauer, Jan Klein, Christopher Nimsky, Horst K. Hahn
2010	B	`conf`	A Fast and Robust Graph-Based Approach for Boundary Estimation of Fiber Bundles Relying on Fractional Anisotropy Maps. ICPR Miriam Helen Anna Bauer, Jan Egger, Tom O'Donnell, Sebastiano Barbieri, Jan Klein, Bernd Freisleben, Horst K. Hahn, Christopher Nimsky
2010	B	`conf`	Assessing fiber tracking accuracy via diffusion tensor software models. Image Processing Sebastiano Barbieri, Jan Klein, Christopher Nimsky, Horst K. Hahn
2010	B	`conf`	Qualitative and quantitative analysis of probabilistic and deterministic fiber tracking. Image Processing Jan Klein, Adrian Grötsch, Daniel Betz, Sebastiano Barbieri, Ola Friman, Bram Stieltjes, Helmut Hildebrandt, Horst K. Hahn
2010	—	`conf`	Segmentierung von Faserbahnsystemen mit einem strahlenbasierten Ansatz und Glättung der FA- und Winkel-Karten. CURAC Miriam Helen Anna Bauer, Sebastiano Barbieri, Jan Egger, Daniela Kuhnt, Jan Klein, Horst K. Hahn, Bernd Freisleben, Christopher Nimsky
2009	—	`ch.`	A Variational Approach to the Registration of Tensor-Valued Images. Tensors in Image Processing and Computer Vision Sebastiano Barbieri, Martin Welk, Joachim Weickert
2008	—	`conf`	Variational registration of tensor-valued images. CVPR Workshops Sebastiano Barbieri, Martin Welk, Joachim Weickert