Privacy: An Axiomatic Approach

por Ziller, Alexander, Mueller, Tamara T., Braren, Rickmer, Rueckert, Daniel, Kaissis, Georgios
Publicado 2022

Medical imaging deep learning with differential privacy

por Ziller, Alexander, Usynin, Dmitrii, Braren, Rickmer, Makowski, Marcus, Rueckert, Daniel, Kaissis, Georgios
Publicado 2021

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

por Ziegelmayer, Sebastian, Kaissis, Georgios, Harder, Felix, Jungmann, Friederike, Müller, Tamara, Makowski, Marcus, Braren, Rickmer
Publicado 2020

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

por Knolle, Moritz, Kaissis, Georgios, Jungmann, Friederike, Ziegelmayer, Sebastian, Sasse, Daniel, Makowski, Marcus, Rueckert, Daniel, Braren, Rickmer
Publicado 2021

Accuracy of Calcium Scoring calculated from contrast-enhanced Coronary Computed Tomography Angiography using a dual-layer spectral CT: A comparison of Calcium Scoring from real and...

por Nadjiri, Jonathan, Kaissis, Georgios, Meurer, Felix, Weis, Florian, Laugwitz, Karl-Ludwig, Straeter, Alexandra S., Muenzel, Daniela, Noël, Peter B., Rummeny, Ernst J., Rasper, Michael
Publicado 2018

Algorithmic transparency and interpretability measures improve radiologists’ performance in BI-RADS 4 classification

por Jungmann, Friederike, Ziegelmayer, Sebastian, Lohoefer, Fabian K., Metz, Stephan, Müller-Leisse, Christina, Englmaier, Maximilian, Makowski, Marcus R., Kaissis, Georgios A., Braren, Rickmer F.
Publicado 2022

A deep learning model enables accurate prediction and quantification of pulmonary edema from chest X-rays

por Schulz, Dominik, Rasch, Sebastian, Heilmaier, Markus, Abbassi, Rami, Poszler, Alexander, Ulrich, Jörg, Steinhardt, Manuel, Kaissis, Georgios A., Schmid, Roland M., Braren, Rickmer, Lahmer, Tobias
Publicado 2023

A machine learning model for the prediction of survival and tumor subtype in pancreatic ductal adenocarcinoma from preoperative diffusion-weighted imaging

por Kaissis, Georgios, Ziegelmayer, Sebastian, Lohöfer, Fabian, Algül, Hana, Eiber, Matthias, Weichert, Wilko, Schmid, Roland, Friess, Helmut, Rummeny, Ernst, Ankerst, Donna, Siveke, Jens, Braren, Rickmer
Publicado 2019

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

por Lohöfer, Fabian K., Kaissis, Georgios A., Müller-Leisse, Christina, Franz, Daniela, Katemann, Christoph, Hock, Andreas, Peeters, Johannes M., Rummeny, Ernst J., Karampinos, Dimitrios, Braren, Rickmer F.
Publicado 2019

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

por Kaissis, Georgios, Ziegelmayer, Sebastian, Lohöfer, Fabian, Steiger, Katja, Algül, Hana, Muckenhuber, Alexander, Yen, Hsi-Yu, Rummeny, Ernst, Friess, Helmut, Schmid, Roland, Weichert, Wilko, Siveke, Jens T., Braren, Rickmer
Publicado 2019

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

por Kaissis, Georgios A., Lohöfer, Fabian K., Ziegelmayer, Sebastian, Danner, Julia, Jäger, Carsten, Schirren, Rebekka, Ankerst, Donna, Ceyhan, Güralp O., Friess, Helmut, Rummeny, Ernst J., Weichert, Wilko, Braren, Rickmer F.
Publicado 2019

sPLINK: a hybrid federated tool as a robust alternative to meta-analysis in genome-wide association studies

por Nasirigerdeh, Reza, Torkzadehmahani, Reihaneh, Matschinske, Julian, Frisch, Tobias, List, Markus, Späth, Julian, Weiss, Stefan, Völker, Uwe, Pitkänen, Esa, Heider, Dominik, Wenke, Nina Kerstin, Kaissis, Georgios, Rueckert, Daniel, Kacprowski, Tim, Baumbach, Jan
Publicado 2022

Flimma: a federated and privacy-aware tool for differential gene expression analysis

por Zolotareva, Olga, Nasirigerdeh, Reza, Matschinske, Julian, Torkzadehmahani, Reihaneh, Bakhtiari, Mohammad, Frisch, Tobias, Späth, Julian, Blumenthal, David B., Abbasinejad, Amir, Tieri, Paolo, Kaissis, Georgios, Rückert, Daniel, Wenke, Nina K., List, Markus, Baumbach, Jan
Publicado 2021

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

por Kaissis, Georgios A., Jungmann, Friederike, Ziegelmayer, Sebastian, Lohöfer, Fabian K., Harder, Felix N., Schlitter, Anna Melissa, Muckenhuber, Alexander, Steiger, Katja, Schirren, Rebekka, Friess, Helmut, Schmid, Roland, Weichert, Wilko, Makowski, Marcus R., Braren, Rickmer F.
Publicado 2020

Prediction of Tumor Cellularity in Resectable PDAC from Preoperative Computed Tomography Imaging

por Jungmann, Friederike, Kaissis, Georgios A., Ziegelmayer, Sebastian, Harder, Felix, Schilling, Clara, Yen, Hsi-Yu, Steiger, Katja, Weichert, Wilko, Schirren, Rebekka, Demir, Ishan Ekin, Friess, Helmut, Makowski, Markus R., Braren, Rickmer F., Lohöfer, Fabian K.
Publicado 2021

Image-Based Molecular Phenotyping of Pancreatic Ductal Adenocarcinoma

por Kaissis, Georgios A., Ziegelmayer, Sebastian, Lohöfer, Fabian K., Harder, Felix N., Jungmann, Friederike, Sasse, Daniel, Muckenhuber, Alexander, Yen, Hsi-Yu, Steiger, Katja, Siveke, Jens, Friess, Helmut, Schmid, Roland, Weichert, Wilko, Makowski, Marcus R., Braren, Rickmer F.
Publicado 2020

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

por Burian, Egon, Jungmann, Friederike, Kaissis, Georgios A., Lohöfer, Fabian K., Spinner, Christoph D., Lahmer, Tobias, Treiber, Matthias, Dommasch, Michael, Schneider, Gerhard, Geisler, Fabian, Huber, Wolfgang, Protzer, Ulrike, Schmid, Roland M., Schwaiger, Markus, Makowski, Marcus R., Braren, Rickmer F.
Publicado 2020

Molecular imaging of myocardial infarction with Gadofluorine P – A combined magnetic resonance and mass spectrometry imaging approach

por Lohöfer, Fabian, Hoffmann, Laura, Buchholz, Rebecca, Huber, Katharina, Glinzer, Almut, Kosanke, Katja, Feuchtinger, Annette, Aichler, Michaela, Feuerecker, Benedikt, Kaissis, Georgios, Rummeny, Ernst J., Höltke, Carsten, Faber, Cornelius, Schilling, Franz, Botnar, René M., Walch, Axel K., Karst, Uwe, Wildgruber, Moritz
Publicado 2018

Hyperpolarized (13)C pyruvate magnetic resonance spectroscopy for in vivo metabolic phenotyping of rat HCC

por Bliemsrieder, Elisabeth, Kaissis, Georgios, Grashei, Martin, Topping, Geoffrey, Altomonte, Jennifer, Hundshammer, Christian, Lohöfer, Fabian, Heid, Irina, Keim, Dominik, Gebrekidan, Selamawit, Trajkovic-Arsic, Marija, Winkelkotte, AM, Steiger, Katja, Nawroth, Roman, Siveke, Jens, Schwaiger, Markus, Makowski, Marcus, Schilling, Franz, Braren, Rickmer
Publicado 2021

Author Correction: Hyperpolarized (13)C pyruvate magnetic resonance spectroscopy for in vivo metabolic phenotyping of rat HCC

por Bliemsrieder, Elisabeth, Kaissis, Georgios, Grashei, Martin, Topping, Geoffrey, Altomonte, Jennifer, Hundshammer, Christian, Lohöfer, Fabian, Heid, Irina, Keim, Dominik, Gebrekidan, Selamawit, Trajkovic-Arsic, Marija, Winkelkotte, AM, Steiger, Katja, Nawroth, Roman, Siveke, Jens, Schwaiger, Markus, Makowski, Marcus, Schilling, Franz, Braren, Rickmer
Publicado 2021