Patrick Kupczyk

PD Dr., Leitender Oberarzt (Senior Consultant) and Head of the Section of Interventional Radiology, Clinic for Diagnostic and Interventional Radiology, University Hospital Bonn

University Hospital Bonn (UKB), Clinic for Diagnostic and Interventional Radiology

Priv.-Doz. Dr. Patrick Kupczyk is Leitender Oberarzt (senior consultant) and Head of the Section of Interventional Radiology at the Clinic for Diagnostic and Interventional Radiology, University Hospital Bonn. He is our clinical partner in the multi-center federated learning project on CT-based staging of pancreatic cancer (PDAC).

Funded projects 1 filter all →

Federated foundation models for multi-center CT staging of pancreatic cancer

active

Research collaboration · 2023 – ongoing

Federated foundation models for multi-center CT staging of pancreatic cancer

This project addresses preoperative staging of pancreatic ductal adenocarcinoma (PDAC), where lymph node metastasis is a major prognostic factor but CT-based …

Medical Imaging Federated Learning

Publications 4 filter all →

Federated CT foundation models for multi-center detection of lymph node metastasis in pancreatic cancer

Parinishtha Bhalla, David D. Gaviria, Patrick Kupczyk, Ali Seif Amir Hosseini, Lena Conradi, Uli Fehrenbach, Matthaeus Felsenstein, Dou Ma, Alexander Semaan, Shadi Albarqouni

Scientific Reports, 2026

Journal Q1IF 4.9 Medical Imaging Federated Learning

Publisher BibTeX

KI-gestützte datenschutzkonforme multizentrische Vorhersage lymphogener Metastasierung beim Pankreaskarzinom mittels eines föderierter CT-Foundation-Modelle

Maximilian Coerper, Parinishtha Bhalla, David D. Gaviria, Patrick Kupczyk, Lena‐Christin Conradi, Ali Seif Amir Hosseini, D Ma, S Jacob, Ioannis Pozios, Matthäus Felsenstein, Tim Oliver Vilz, Shadi Albarqouni, Alexander Semaan

Zeitschrift für Gastroenterologie, 2026

Journal Medical Imaging

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Multi-center Collaboration for Improved Lymph Node Metastasis Detection in Pancreatic Ductal Adenocarcinoma

David D. Gaviria, Parinishtha Bhalla, Konstantin Schürheck, Patrick Kupczyk, Lena Conradi, Matthaeus Felsenstein, Belinda Lee, Peter Gibbs, Hyun Ko, Alexander Semaan, Shadi Albarqouni

Helmholtz AI Conference 2025 (HAICON25, poster), Karlsruhe, 2025

Abstract Medical Imaging Federated Learning Federated foundation models …

Deep Learning for Lymph Node Metastasis Detection in Pancreatic Ductal Adenocarcinoma

David D. Gaviria, Patrick Kupczyk, Belinda Lee, Peter Gibbs, Hyun Ko, Alexander Semaan, Shadi Albarqouni

Proceedings of the 2024 International Conference on Medical Imaging and Computer-Aided Diagnosis (MICAD 2024), Lecture Notes in Electrical Engineering, 2025

Conference Medical Imaging

Publisher URL BibTeX