Are deep models in radiomics performing better than generic models? A systematic review

por Demircioğlu, Aydin
Publicado 2023

Deep Features from Pretrained Networks Do Not Outperform Hand-Crafted Features in Radiomics

por Demircioğlu, Aydin
Publicado 2023

Measuring the bias of incorrect application of feature selection when using cross-validation in radiomics

por Demircioğlu, Aydin
Publicado 2021

Evaluation of the dependence of radiomic features on the machine learning model

por Demircioğlu, Aydin
Publicado 2022

The effect of preprocessing filters on predictive performance in radiomics

por Demircioğlu, Aydin
Publicado 2022

Predictive performance of radiomic models based on features extracted from pretrained deep networks

por Demircioğlu, Aydin
Publicado 2022

Pediatric age estimation from thoracic and abdominal CT scout views using deep learning

por Demircioğlu, Aydin, Nassenstein, Kai, Umutlu, Lale
Publicado 2023

Determining the anatomical site in knee radiographs using deep learning

por Quinsten, Anton S., Umutlu, Lale, Forsting, Michael, Nassenstein, Kai, Demircioğlu, Aydin
Publicado 2022

Pediatric age estimation from radiographs of the knee using deep learning

por Demircioğlu, Aydin, Quinsten, Anton S., Forsting, Michael, Umutlu, Lale, Nassenstein, Kai
Publicado 2022

Ossification area localization in pediatric hand radiographs using deep neural networks for object detection

por Koitka, Sven, Demircioglu, Aydin, Kim, Moon S., Friedrich, Christoph M., Nensa, Felix
Publicado 2018

Determining body height and weight from thoracic and abdominal CT localizers in pediatric and young adult patients using deep learning

por Demircioğlu, Aydin, Quinsten, Anton S., Umutlu, Lale, Forsting, Michael, Nassenstein, Kai, Bos, Denise
Publicado 2023

The frozen elephant trunk technique: impact of proximalization and the four-sites perfusion technique

por Tsagakis, Konstantinos, Osswald, Anja, Weymann, Alexander, Demircioglu, Aydin, Schmack, Bastian, Wendt, Daniel, Jakob, Heinz, Ruhparwar, Arjang
Publicado 2021

Detecting the pulmonary trunk in CT scout views using deep learning

por Demircioğlu, Aydin, Stein, Magdalena Charis, Kim, Moon-Sung, Geske, Henrike, Quinsten, Anton S., Blex, Sebastian, Umutlu, Lale, Nassenstein, Kai
Publicado 2021

A rapid volume of interest-based approach of radiomics analysis of breast MRI for tumor decoding and phenotyping of breast cancer

por Demircioglu, Aydin, Grueneisen, Johannes, Ingenwerth, Marc, Hoffmann, Oliver, Pinker-Domenig, Katja, Morris, Elizabeth, Haubold, Johannes, Forsting, Michael, Nensa, Felix, Umutlu, Lale
Publicado 2020

The Fluid Dynamical Performance of the Carpentier-Edwards PERIMOUNT Magna Ease Prosthesis

por Marx, Philipp, Kowalczyk, Wojciech, Demircioglu, Aydin, Brault, Gary Neil, Wendt, Hermann, Shehada, Sharaf-Eldin, Tsagakis, Konstantinos, El Gabry, Mohamed, Jakob, Heinz, Wendt, Daniel
Publicado 2018

Evaluation of the Predictive Potential of 18F-FDG PET and DWI Data Sets for Relevant Prognostic Parameters of Primary Soft-Tissue Sarcomas

por Chodyla, Michal, Demircioglu, Aydin, Schaarschmidt, Benedikt M., Bertram, Stefanie, Morawitz, Janna, Bauer, Sebastian, Podleska, Lars, Rischpler, Christoph, Forsting, Michael, Herrmann, Ken, Umutlu, Lale, Grueneisen, Johannes
Publicado 2021

(18)F-FDG PET/MR versus MR Alone in Whole-Body Primary Staging and Restaging of Patients with Rectal Cancer: What Is the Benefit of PET?

por Li, Yan, Mueller, Laura Isabel, Neuhaus, Jan Peter, Bertram, Stefanie, Schaarschmidt, Benedikt Michael, Demircioglu, Aydin, Ludwig, Johannes Maximilian, Kirchner, Julian, Rischpler, Christoph, Herrmann, Ken, Catalano, Onofrio Antonio, Umutlu, Lale
Publicado 2020

Generating Virtual Short Tau Inversion Recovery (STIR) Images from T1- and T2-Weighted Images Using a Conditional Generative Adversarial Network in Spine Imaging

por Haubold, Johannes, Demircioglu, Aydin, Theysohn, Jens Matthias, Wetter, Axel, Radbruch, Alexander, Dörner, Nils, Schlosser, Thomas Wilfried, Deuschl, Cornelius, Li, Yan, Nassenstein, Kai, Schaarschmidt, Benedikt Michael, Forsting, Michael, Umutlu, Lale, Nensa, Felix
Publicado 2021

Predictors of Symptomatic Intracranial Hemorrhage after Endovascular Thrombectomy in Acute Ischemic Stroke Patients with Anterior Large Vessel Occlusion—Procedure Time and Reperfus...

por Li, Yan, van Landeghem, Natalie, Demircioglu, Aydin, Köhrmann, Martin, Dammann, Philipp, Oppong, Marvin Darkwah, Jabbarli, Ramazan, Theysohn, Jens Matthias, Altenbernd, Jens-Christian, Styczen, Hanna, Forsting, Michael, Wanke, Isabel, Frank, Benedikt, Deuschl, Cornelius
Publicado 2022

Predictors of Early Neurological Improvement in Patients with Anterior Large Vessel Occlusion and Successful Reperfusion Following Endovascular Thrombectomy—Does CT Perfusion Imagi...

por Li, Yan, van Landeghem, Natalie, Demircioglu, Aydin, Köhrmann, Martin, Kellner, Elias, Milles, Lennart, Stolte, Benjamin, Totzeck, Andreas, Dammann, Philipp, Wrede, Karsten, Theysohn, Jens Matthias, Styczen, Hanna, Forsting, Michael, Wanke, Isabel, Frank, Benedikt, Deuschl, Cornelius
Publicado 2022