Convolutional neural networks on risk stratification of patients with suspected coronary artery disease undergoing coronary computed tomography angiography

por Adolf, Rafael, Nano, Nejva, Chami, Alessa, von Schacky, Claudio E., Will, Albrecht, Hendrich, Eva, Martinoff, Stefan A., Hadamitzky, Martin
Publicado 2023

Federated machine learning for a facilitated implementation of Artificial Intelligence in healthcare – a proof of concept study for the prediction of coronary artery calcification...

por Wolff, Justus, Matschinske, Julian, Baumgart, Dietrich, Pytlik, Anne, Keck, Andreas, Natarajan, Arunakiry, von Schacky, Claudio E., Pauling, Josch K., Baumbach, Jan
Publicado 2022

Comparison of CT, MRI, and F-18 FDG PET/CT for initial N-staging of oral squamous cell carcinoma: a cost-effectiveness analysis

por Burian, Egon, Palla, Benjamin, Callahan, Nicholas, Pyka, Thomas, Wolff, Constantin, von Schacky, Claudio E., Schmid, Annabelle, Froelich, Matthias F., Rübenthaler, Johannes, Makowski, Marcus R., Gassert, Felix G.
Publicado 2022

Coronary calcium scoring assessed on native screening chest CT imaging as predictor for outcome in COVID-19: An analysis of a hospitalized German cohort

por Zimmermann, Gregor S., Fingerle, Alexander A., Müller-Leisse, Christina, Gassert, Felix, von Schacky, Claudio E., Ibrahim, Tareq, Laugwitz, Karl-Ludwig, Geisler, Fabian, Spinner, Christoph, Haller, Bernhard, Makowski, Markus R., Nadjiri, Jonathan
Publicado 2020

Detection of Bone Marrow Edema in Patients with Osteoid Osteoma Using Three-Material Decomposition with Dual-Layer Spectral CT

por Gassert, Florian T., Hammel, Johannes, Hofmann, Felix C., Neumann, Jan, von Schacky, Claudio E., Gassert, Felix G., Pfeiffer, Daniela, Pfeiffer, Franz, Makowski, Marcus R., Woertler, Klaus, Gersing, Alexandra S., Schwaiger, Benedikt J.
Publicado 2021

Lung nodule detection in chest X-rays using synthetic ground-truth data comparing CNN-based diagnosis to human performance

por Schultheiss, Manuel, Schmette, Philipp, Bodden, Jannis, Aichele, Juliane, Müller-Leisse, Christina, Gassert, Felix G., Gassert, Florian T., Gawlitza, Joshua F., Hofmann, Felix C., Sasse, Daniel, von Schacky, Claudio E., Ziegelmayer, Sebastian, De Marco, Fabio, Renger, Bernhard, Makowski, Marcus R., Pfeiffer, Franz, Pfeiffer, Daniela
Publicado 2021

Development and evaluation of machine learning models based on X-ray radiomics for the classification and differentiation of malignant and benign bone tumors

por von Schacky, Claudio E., Wilhelm, Nikolas J., Schäfer, Valerie S., Leonhardt, Yannik, Jung, Matthias, Jungmann, Pia M., Russe, Maximilian F., Foreman, Sarah C., Gassert, Felix G., Gassert, Florian T., Schwaiger, Benedikt J., Mogler, Carolin, Knebel, Carolin, von Eisenhart-Rothe, Ruediger, Makowski, Marcus R., Woertler, Klaus, Burgkart, Rainer, Gersing, Alexandra S.
Publicado 2022

Prognostic Assessment in High-Grade Soft-Tissue Sarcoma Patients: A Comparison of Semantic Image Analysis and Radiomics

por Peeken, Jan C., Neumann, Jan, Asadpour, Rebecca, Leonhardt, Yannik, Moreira, Joao R., Hippe, Daniel S., Klymenko, Olena, Foreman, Sarah C., von Schacky, Claudio E., Spraker, Matthew B., Schaub, Stephanie K., Dapper, Hendrik, Knebel, Carolin, Mayr, Nina A., Woodruff, Henry C., Lambin, Philippe, Nyflot, Matthew J., Gersing, Alexandra S., Combs, Stephanie E.
Publicado 2021