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List of works by Georgios A Kaissis

A machine learning algorithm predicts molecular subtypes in pancreatic ductal adenocarcinoma with differential response to gemcitabine-based versus FOLFIRINOX chemotherapy

scientific article published on 02 October 2019

Acceleration of chemical shift encoding-based water fat MRI for liver proton density fat fraction and T2* mapping using compressed sensing

scientific article published on 15 November 2019

Borderline-resectable pancreatic adenocarcinoma: Contour irregularity of the venous confluence in pre-operative computed tomography predicts histopathological infiltration

scientific article published in PLoS ONE

Camera-based respiratory triggering improves the image quality of 3D magnetic resonance cholangiopancreatography

scientific article published on 23 September 2019

Deep Convolutional Neural Network-Assisted Feature Extraction for Diagnostic Discrimination and Feature Visualization in Pancreatic Ductal Adenocarcinoma (PDAC) versus Autoimmune Pancreatitis (AIP)

scientific article published on 11 December 2020

Efficient, high-performance semantic segmentation using multi-scale feature extraction

scientific article published on 19 August 2021

Encrypted federated learning for secure decentralized collaboration in cancer image analysis

scientific article published in February 2024

Image-Based Molecular Phenotyping of Pancreatic Ductal Adenocarcinoma

scientific article published on 07 March 2020

Intensive Care Risk Estimation in COVID-19 Pneumonia Based on Clinical and Imaging Parameters: Experiences from the Munich Cohort

scientific article published on 18 May 2020

Joint Imaging Platform for Federated Clinical Data Analytics

scientific article published on 01 November 2020

Magnetic resonance cholangiopancreatography at 3 Tesla: Image quality comparison between 3D compressed sensing and 2D single-shot acquisitions

scientific article published on 15 April 2019

Multiparametric Modelling of Survival in Pancreatic Ductal Adenocarcinoma Using Clinical, Histomorphological, Genetic and Image-Derived Parameters

scientific article published on 25 April 2020

Unified Interpretation of the Gaussian Mechanism for Differential Privacy Through the Sensitivity Index

scientific article published in 2022

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