Aydin Demircioğlu (Aydin Demircioglu)

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 39

Top Topics

Magnetic Resonance

Top Venues

Insights into imaging

Scientific reports

European radiology experimental

Diagnostics (Basel, Switzerland)

This page only lists publications with an associated author ORCID identifier.

Publications

Aydin Demircioğlu
Applying oversampling before cross-validation will lead to high bias in radiomics. Scientific reports 14 (1) (2024)
Cornelius Deuschl, Lukas Goertz, Christoph Kabbasch, Martin Köhrmann, Christoph Kleinschnitz, Ansgar Berlis, Christoph Johannes Maurer, Iris Mühlen, Bernd Kallmünzer, Matthias Gawlitza, Daniel P O Kaiser, Joachim Klisch, Donald Lobsien, Daniel Behme, Maximilian Thormann, Fabian Alexander Flottmann, Laurens Winkelmeier, Elke Ruth Gizewski, Lukas Mayer, Markus Holtmannspoetter, Christoph Moenninghoff, Martin Schlunz-Hendann, Dominik Grieb, Christophe T Arendt, Ferdinand Oliver Bohmann, Jens-Christian Altenbernd, Yan Li, Ulrich Sure, Ruben Mühl-Benninghaus, Thomas Rodt, Kai Kallenberg, Alexandru Durutya, Mohamed Elsharkawy, Christian-Paul Stracke, Mathias Gerhard Schumann, Alexander Bock, Omid Nikoubashman, Martin Wiesmann, Hans Henkes, Sebastian Dolff, Aydin Demircioğlu, Michael Forsting, Hanna Styczen
Impact of Vaccination Status on Outcome of Patients With COVID-19 and Acute Ischemic Stroke Undergoing Mechanical Thrombectomy. Journal of the American Heart Association 13 (9) (2024)
Aydin Demircioğlu
The effect of data resampling methods in radiomics. Scientific reports 14 (1) (2024)
Burak Koçak, Tugba Akinci D'Antonoli, Nathaniel D Mercaldo, Ángel Alberich-Bayarri, Bettina Baeßler, Ilaria Ambrosini, Anna E Andreychenko, Spyridon Bakas, Regina G H Beets-Tan, Keno Kyrill Bressem, Irène Buvat, Roberto Cannella, Luca Alessandro Cappellini, Armando Ugo Cavallo, Leonid L Chepelev, Linda Chi Hang Chu, Aydin Demircioğlu, Nandita M deSouza, Matthias Dietzel, Salvatore Claudio Fanni, Andriy Y Fedorov, Laure S Fournier, Valentina Giannini, Rossano Girometti, Kevin B W Groot Lipman, Georgios Kalarakis, Brendan S Kelly, Michail E Klontzas, Dow-Mu Koh, Elmar Kotter, Ho Yun Lee, Mario Maas, Luis Martí-Bonmatí, Henning Muller, Nancy A Obuchowski, Fanny Orlhac, Nickolas Papanikolaou, Ekaterina Petrash, Elisabeth A G Pfaehler, Daniel Pinto Dos Santos, Andrea Ponsiglione, Sebastia' Sabater, Francesco Sardanelli, Philipp Seeböck, Nanna M Sijtsema, Arnaldo Stanzione, Alberto Traverso, Lorenzo Ugga, Martin Vallières, Lisanne V van Dijk, Joost J M van Griethuysen, Robbert Willem van Hamersvelt, Peter M A van Ooijen, Federica Vernuccio, Alan Wang, Stuart Williams, Jan Witowski, Zhongyi Zhang, Alexander Zwanenburg, Renato Cuocolo
METhodological RadiomICs Score (METRICS): a quality scoring tool for radiomics research endorsed by EuSoMII. Insights into imaging 15 (1) (2024)
Aydin Demircioğlu
The effect of data resampling methods in radiomics. Scientific reports 14 (1) (2024)
Cornelius Deuschl, Lukas Goertz, Christoph Kabbasch, Martin Köhrmann, Christoph Kleinschnitz, Ansgar Berlis, Christoph Johannes Maurer, Iris Mühlen, Bernd Kallmünzer, Matthias Gawlitza, Daniel P O Kaiser, Joachim Klisch, Donald Lobsien, Daniel Behme, Maximilian Thormann, Fabian Alexander Flottmann, Laurens Winkelmeier, Elke Ruth Gizewski, Lukas Mayer, Markus Holtmannspoetter, Christoph Moenninghoff, Martin Schlunz-Hendann, Dominik Grieb, Christophe T Arendt, Ferdinand Oliver Bohmann, Jens-Christian Altenbernd, Yan Li, Ulrich Sure, Ruben Mühl-Benninghaus, Thomas Rodt, Kai Kallenberg, Alexandru Durutya, Mohamed Elsharkawy, Christian-Paul Stracke, Mathias Gerhard Schumann, Alexander Bock, Omid Nikoubashman, Martin Wiesmann, Hans Henkes, Sebastian Dolff, Aydin Demircioğlu, Michael Forsting, Hanna Styczen
Impact of Vaccination Status on Outcome of Patients With COVID-19 and Acute Ischemic Stroke Undergoing Mechanical Thrombectomy. Journal of the American Heart Association (2024)
Burak Koçak, Tugba Akinci D'Antonoli, Nathaniel D Mercaldo, Ángel Alberich-Bayarri, Bettina Baeßler, Ilaria Ambrosini, Anna E Andreychenko, Spyridon Bakas, Regina G H Beets-Tan, Keno Kyrill Bressem, Irène Buvat, Roberto Cannella, Luca Alessandro Cappellini, Armando Ugo Cavallo, Leonid L Chepelev, Linda Chi Hang Chu, Aydin Demircioğlu, Nandita M deSouza, Matthias Dietzel, Salvatore Claudio Fanni, Andriy Y Fedorov, Laure S Fournier, Valentina Giannini, Rossano Girometti, Kevin B W Groot Lipman, Georgios Kalarakis, Brendan S Kelly, Michail E Klontzas, Dow-Mu Koh, Elmar Kotter, Ho Yun Lee, Mario Maas, Luis Martí-Bonmatí, Henning Muller, Nancy A Obuchowski, Fanny Orlhac, Nickolas Papanikolaou, Ekaterina Petrash, Elisabeth A G Pfaehler, Daniel Pinto Dos Santos, Andrea Ponsiglione, Sebastia' Sabater, Francesco Sardanelli, Philipp Seeböck, Nanna M Sijtsema, Arnaldo Stanzione, Alberto Traverso, Lorenzo Ugga, Martin Vallières, Lisanne V van Dijk, Joost J M van Griethuysen, Robbert Willem van Hamersvelt, Peter M A van Ooijen, Federica Vernuccio, Alan Wang, Stuart Williams, Jan Witowski, Zhongyi Zhang, Alexander Zwanenburg, Renato Cuocolo
METhodological RadiomICs Score (METRICS): a quality scoring tool for radiomics research endorsed by EuSoMII. Insights into imaging 15 (1) (2024)
Marcel A Drews, Aydin Demircioğlu, Julia Neuhoff, Johannes Haubold, Sebastian Zensen, Marcel Klaus Opitz, Michael Forsting, Kai Nassenstein, Denise Bos
Impact of AI-Based Post-Processing on Image Quality of Non-Contrast Computed Tomography of the Chest and Abdomen. Diagnostics (Basel, Switzerland) 14 (6) (2024)
Aydin Demircioğlu
Applying oversampling before cross-validation will lead to high bias in radiomics. Scientific reports 14 (1) (2024)
Aydin Demircioğlu
The effect of data resampling methods in radiomics. Scientific reports 14 (1) (2024)
Marcel A Drews, Aydin Demircioğlu, Julia Neuhoff, Johannes Haubold, Sebastian Zensen, Marcel Klaus Opitz, Michael Forsting, Kai Nassenstein, Denise Bos
Impact of AI-Based Post-Processing on Image Quality of Non-Contrast Computed Tomography of the Chest and Abdomen. Diagnostics (Basel, Switzerland) 14 (6) (2024)
Marcel A Drews, Aydin Demircioğlu, Julia Neuhoff, Johannes Haubold, Sebastian Zensen, Marcel Klaus Opitz, Michael Forsting, Kai Nassenstein, Denise Bos
Impact of AI-Based Post-Processing on Image Quality of Non-Contrast Computed Tomography of the Chest and Abdomen. Diagnostics (Basel, Switzerland) 14 (6) (2024)
Aydin Demircioğlu
The effect of data resampling methods in radiomics. Scientific reports 14 (1) (2024)
Aydin Demircioğlu
The effect of feature normalization methods in radiomics. Insights into imaging 15 (1) (2024)
Aydin Demircioğlu
Applying oversampling before cross-validation will lead to high bias in radiomics. Scientific reports 14 (1) (2024)
Aydin Demircioğlu
The effect of feature normalization methods in radiomics. Insights into imaging 15 (1) (2024)
Burak Koçak, Tugba Akinci D'Antonoli, Nathaniel D Mercaldo, Ángel Alberich-Bayarri, Bettina Baeßler, Ilaria Ambrosini, Anna E Andreychenko, Spyridon Bakas, Regina G H Beets-Tan, Keno Kyrill Bressem, Irène Buvat, Roberto Cannella, Luca Alessandro Cappellini, Armando Ugo Cavallo, Leonid L Chepelev, Linda Chi Hang Chu, Aydin Demircioğlu, Nandita M deSouza, Matthias Dietzel, Salvatore Claudio Fanni, Andriy Y Fedorov, Laure S Fournier, Valentina Giannini, Rossano Girometti, Kevin B W Groot Lipman, Georgios Kalarakis, Brendan S Kelly, Michail E Klontzas, Dow-Mu Koh, Elmar Kotter, Ho Yun Lee, Mario Maas, Luis Martí-Bonmatí, Henning Muller, Nancy A Obuchowski, Fanny Orlhac, Nickolas Papanikolaou, Ekaterina Petrash, Elisabeth A G Pfaehler, Daniel Pinto Dos Santos, Andrea Ponsiglione, Sebastia' Sabater, Francesco Sardanelli, Philipp Seeböck, Nanna M Sijtsema, Arnaldo Stanzione, Alberto Traverso, Lorenzo Ugga, Martin Vallières, Lisanne V van Dijk, Joost J M van Griethuysen, Robbert Willem van Hamersvelt, Peter M A van Ooijen, Federica Vernuccio, Alan Wang, Stuart Williams, Jan Witowski, Zhongyi Zhang, Alexander Zwanenburg, Renato Cuocolo
METhodological RadiomICs Score (METRICS): a quality scoring tool for radiomics research endorsed by EuSoMII. Insights into imaging 15 (1) (2024)
Burak Koçak, Tugba Akinci D'Antonoli, Nathaniel D Mercaldo, Ángel Alberich-Bayarri, Bettina Baeßler, Ilaria Ambrosini, Anna E Andreychenko, Spyridon Bakas, Regina G H Beets-Tan, Keno Kyrill Bressem, Irène Buvat, Roberto Cannella, Luca Alessandro Cappellini, Armando Ugo Cavallo, Leonid L Chepelev, Linda Chi Hang Chu, Aydin Demircioğlu, Nandita M deSouza, Matthias Dietzel, Salvatore Claudio Fanni, Andriy Y Fedorov, Laure S Fournier, Valentina Giannini, Rossano Girometti, Kevin B W Groot Lipman, Georgios Kalarakis, Brendan S Kelly, Michail E Klontzas, Dow-Mu Koh, Elmar Kotter, Ho Yun Lee, Mario Maas, Luis Martí-Bonmatí, Henning Muller, Nancy A Obuchowski, Fanny Orlhac, Nickolas Papanikolaou, Ekaterina Petrash, Elisabeth A G Pfaehler, Daniel Pinto Dos Santos, Andrea Ponsiglione, Sebastia' Sabater, Francesco Sardanelli, Philipp Seeböck, Nanna M Sijtsema, Arnaldo Stanzione, Alberto Traverso, Lorenzo Ugga, Martin Vallières, Lisanne V van Dijk, Joost J M van Griethuysen, Robbert Willem van Hamersvelt, Peter M A van Ooijen, Federica Vernuccio, Alan Wang, Stuart Williams, Jan Witowski, Zhongyi Zhang, Alexander Zwanenburg, Renato Cuocolo
METhodological RadiomICs Score (METRICS): a quality scoring tool for radiomics research endorsed by EuSoMII. Insights into imaging 15 (1) (2024)
Aydin Demircioğlu
Applying oversampling before cross-validation will lead to high bias in radiomics. Scientific reports 14 (1) (2024)
Cornelius Deuschl, Lukas Goertz, Christoph Kabbasch, Martin Köhrmann, Christoph Kleinschnitz, Ansgar Berlis, Christoph Johannes Maurer, Iris Mühlen, Bernd Kallmünzer, Matthias Gawlitza, Daniel P O Kaiser, Joachim Klisch, Donald Lobsien, Daniel Behme, Maximilian Thormann, Fabian Alexander Flottmann, Laurens Winkelmeier, Elke Ruth Gizewski, Lukas Mayer, Markus Holtmannspoetter, Christoph Moenninghoff, Martin Schlunz-Hendann, Dominik Grieb, Christophe T Arendt, Ferdinand Oliver Bohmann, Jens-Christian Altenbernd, Yan Li, Ulrich Sure, Ruben Mühl-Benninghaus, Thomas Rodt, Kai Kallenberg, Alexandru Durutya, Mohamed Elsharkawy, Christian-Paul Stracke, Mathias Gerhard Schumann, Alexander Bock, Omid Nikoubashman, Martin Wiesmann, Hans Henkes, Sebastian Dolff, Aydin Demircioğlu, Michael Forsting, Hanna Styczen
Impact of Vaccination Status on Outcome of Patients With COVID-19 and Acute Ischemic Stroke Undergoing Mechanical Thrombectomy. Journal of the American Heart Association 13 (9) (2024)
Cornelius Deuschl, Lukas Goertz, Christoph Kabbasch, Martin Köhrmann, Christoph Kleinschnitz, Ansgar Berlis, Christoph Johannes Maurer, Iris Mühlen, Bernd Kallmünzer, Matthias Gawlitza, Daniel P O Kaiser, Joachim Klisch, Donald Lobsien, Daniel Behme, Maximilian Thormann, Fabian Alexander Flottmann, Laurens Winkelmeier, Elke Ruth Gizewski, Lukas Mayer, Markus Holtmannspoetter, Christoph Moenninghoff, Martin Schlunz-Hendann, Dominik Grieb, Christophe T Arendt, Ferdinand Oliver Bohmann, Jens-Christian Altenbernd, Yan Li, Ulrich Sure, Ruben Mühl-Benninghaus, Thomas Rodt, Kai Kallenberg, Alexandru Durutya, Mohamed Elsharkawy, Christian-Paul Stracke, Mathias Gerhard Schumann, Alexander Bock, Omid Nikoubashman, Martin Wiesmann, Hans Henkes, Sebastian Dolff, Aydin Demircioğlu, Michael Forsting, Hanna Styczen
Impact of Vaccination Status on Outcome of Patients With COVID-19 and Acute Ischemic Stroke Undergoing Mechanical Thrombectomy. Journal of the American Heart Association 13 (9) (2024)
Aydin Demircioğlu
The effect of feature normalization methods in radiomics. Insights into imaging 15 (1) (2024)
Aydin Demircioğlu
Are deep models in radiomics performing better than generic models? A systematic review. European radiology experimental 7 (1) (2023)
Aydin Demircioğlu
Are deep models in radiomics performing better than generic models? A systematic review. European radiology experimental 7 (1) (2023)
Aydin Demircioğlu
Are deep models in radiomics performing better than generic models? A systematic review. European radiology experimental 7 (1) (2023)
Aydin Demircioğlu
Deep Features from Pretrained Networks Do Not Outperform Hand-Crafted Features in Radiomics. Diagnostics (Basel, Switzerland) 13 (20) (2023)
Aydin Demircioğlu, Denise Bos, Ender Demircioğlu, Sahar Qaadan, Tobias Glasmachers, Oliver Bruder, Lale Umutlu, Kai Nassenstein
Deep learning-based scan range optimization can reduce radiation exposure in coronary CT angiography. European radiology (2023)
Aydin Demircioğlu
Are deep models in radiomics performing better than generic models? A systematic review. European radiology experimental 7 (1) (2023)
Aydin Demircioğlu
Are deep models in radiomics performing better than generic models? A systematic review. European radiology experimental 7 (1) (2023)
Aydin Demircioğlu
A Remark on Using Data Twice in Cross-Validation Schemes. Radiology. Artificial intelligence 5 (5) (2023)
Aydin Demircioğlu
Predictive performance of radiomic models based on features extracted from pretrained deep networks. Insights into imaging 13 (1) (2022)
Aydin Demircioğlu, Anton S Quinsten, Michael Forsting, Lale Umutlu, Kai Nassenstein
Pediatric age estimation from radiographs of the knee using deep learning. European radiology 32 (7) (2022)
Aydin Demircioğlu
Evaluation of the dependence of radiomic features on the machine learning model. Insights into imaging 13 (1) (2022)
Aydin Demircioğlu
The effect of preprocessing filters on predictive performance in radiomics. European radiology experimental 6 (1) (2022)
Michal Chodyla, Aydin Demircioğlu, Benedikt Michael Schaarschmidt, Stefanie Bertram, Janna Morawitz, Sebastian Bauer, Lars Podleska, Christoph Rischpler, Michael Forsting, Ken Herrmann, Lale Umutlu, Johannes Grueneisen
Evaluation of the Predictive Potential of 18F-FDG PET and DWI Data Sets for Relevant Prognostic Parameters of Primary Soft-Tissue Sarcomas. Cancers 13 (11) (2021)
Aydin Demircioğlu
Measuring the bias of incorrect application of feature selection when using cross-validation in radiomics. Insights into imaging 12 (1) (2021)
Aydin Demircioğlu, Magdalena Charis Stein, Moon-Sung Kim, Henrike Geske, Anton S Quinsten, Sebastian Blex, Lale Umutlu, Kai Nassenstein
Detecting the pulmonary trunk in CT scout views using deep learning. Scientific reports 11 (1) (2021)
Aydin Demircioğlu, Moon-Sung Kim, Magdalena Charis Stein, Nika Guberina, Lale Umutlu, Kai Nassenstein
Automatic Scan Range Delimitation in Chest CT Using Deep Learning. Radiology. Artificial intelligence 3 (3) (2021)
Aydin Demircioğlu, Johannes Grueneisen, Marc Ingenwerth, Oliver Hoffmann, Pinker Katja, Elizabeth Morris, Johannes Haubold, Michael Forsting, Felix Nensa, Lale Umutlu
A rapid volume of interest-based approach of radiomics analysis of breast MRI for tumor decoding and phenotyping of breast cancer. PloS one 15 (6) (2020)