Jan Ulrich Becker

According to our database, Jan Ulrich Becker authored at least 10 papers between 2020 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Shortcut Learning in Glomerular AI: Adversarial Penalties Hurt, Entropy Helps.

Mohammad Daouk, Hien Van Nguyen, Chandra Mohan, Jan Ulrich Becker, Neeraja Kambham, Anthony Chang

Proceedings of the 23rd IEEE International Symposium on Biomedical Imaging, 2026

Robust by Design: A Continuous Monitoring and Data Integration Framework for Medical AI.

Mohammad Daouk, Jan Ulrich Becker, Neeraja Kambham, Anthony Chang, Chandra Mohan, Hien Van Nguyen

Proceedings of the 23rd IEEE International Symposium on Biomedical Imaging, 2026

2025

Improving the Annotation Process in Computational Pathology: A Pilot Study with Manual and Semi-automated Approaches on Consumer and Medical Grade Devices.

Giorgio Cazzaniga, Fabio Del Carro, Albino Eccher, Jan Ulrich Becker, Giovanni Gambaro, Mattia Rossi, Federico Pieruzzi, Filippo Fraggetta, Fabio Pagni, Vincenzo L' Imperio

J. Imaging Inform. Medicine, 2025

Multistain multicompartment automatic segmentation in renal biopsies with thrombotic microangiopathies and other vasculopathies.

Nicola Altini, Michela Prunella, Surya V. Seshan, Savino Sciascia, Antonella Barreca, Alessandro Del Gobbo, Stefan Porubský, Hien Van Nguyen, Claudia Delprete, Berardino Prencipe, Dejan Dobi, Daan P. C. van Doorn, Sjoerd A. M. E. G. Timmermans, Pieter van Paassen, Vitoantonio Bevilacqua, Jan Ulrich Becker

Comput. Medical Imaging Graph., 2025

2024

Classification of Glomerulonephritis with CNN and Self-Attention Networks in Individual Glomeruli in Nephropathology.

Gloria Bueno, Aníbal Pedraza, Israel Mateos-Aparicio-Ruiz, Hien Van Nguyen, Nicola Altini, Huy Q. Vo, Dejan Dobi, Jean-Baptiste Gibier, Alessandro Del Gobbo, Lucia González, Loreto Gesualdo, Francesco Pesce, Michele Rossini, Avi Rosenberg, Jan Ulrich Becker

Proceedings of the IEEE EMBS International Conference on Biomedical and Health Informatics, 2024

2023

Performance and limitations of a supervised deep learning approach for the histopathological Oxford Classification of glomeruli with IgA nephropathy.

Nicola Altini, Michele Rossini, Sándor Turkevi-Nagy, Francesco Pesce, Paola Pontrelli, Berardino Prencipe, Francesco Berloco, Surya Seshan, Jean-Baptiste Gibier, Aníbal Pedraza Dorado, Gloria Bueno, Licia Peruzzi, Mattia Rossi, Albino Eccher, Feifei Li, Adamantios Koumpis, Oya Beyan, Jonathan Barratt, Huy Quoc Vo, Chandra Mohan, Hien Van Nguyen, Pietro Antonio Cicalese, Angela Ernst, Loreto Gesualdo, Vitoantonio Bevilacqua, Jan Ulrich Becker

Comput. Methods Programs Biomed., December, 2023

Segmentation of diagnostic tissue compartments on whole slide images with renal thrombotic microangiopathies (TMAs).

Huy Q. Vo, Pietro Antonio Cicalese, Surya Seshan, Syed Asad Rizvi, Aneesh Vathul, Gloria Bueno, Aníbal Pedraza Dorado, Niels Grabe, Katharina Stolle, Francesco Pesce, Joris J. T. H. Roelofs, Jesper Kers, Vitoantonio Bevilacqua, Nicola Altini, Bernd Schröppel, Dario Roccatello, Antonella Barreca, Savino Sciascia, Chandra Mohan, Hien Van Nguyen, Jan Ulrich Becker

CoRR, 2023

2022

Histopathology DatasetGAN: Synthesizing Large-Resolution Histopathology Datasets.

Syed A. Rizvi, Pietro A. Cicalese, Surya V. Seshan, Savino Sciascia, Jan Ulrich Becker, Hien V. Nguyen

CoRR, 2022

2021

MorphSet: Improving Renal Histopathology Case Assessment Through Learned Prognostic Vectors.

Pietro Antonio Cicalese, Syed Asad Rizvi, Victor Wang, Sai Patibandla, Pengyu Yuan, Samira Zare, Katharina Moos, Ibrahim Batal, Marian Clahsen-van Groningen, Candice Roufosse, Jan Ulrich Becker, Chandra Mohan, Hien Van Nguyen

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

2020

StyPath: Style-Transfer Data Augmentation for Robust Histology Image Classification.

Pietro Antonio Cicalese, Aryan Mobiny, Pengyu Yuan, Jan Ulrich Becker, Chandra Mohan, Hien Van Nguyen

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020