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Standardisation and harmonisation efforts in quantitative imaging.
Published in:
European Radiology, 2023, v. 33, n. 12, p. 8842, doi. 10.1007/s00330-023-09921-5
By:
- Zwanenburg, Alex
Publication type:
Article
Assessing robustness of radiomic features by image perturbation.
Published in:
Scientific Reports, 2019, v. 9, n. 1, p. 1, doi. 10.1038/s41598-018-36938-4
By:
- Zwanenburg, Alex;
- Leger, Stefan;
- Agolli, Linda;
- Pilz, Karoline;
- Troost, Esther G. C.;
- Richter, Christian;
- Löck, Steffen
Publication type:
Article
CheckList for EvaluAtion of Radiomics research (CLEAR): a step-by-step reporting guideline for authors and reviewers endorsed by ESR and EuSoMII.
Published in:
Insights into Imaging, 2023, v. 14, n. 1, p. 1, doi. 10.1186/s13244-023-01415-8
By:
- Kocak, Burak;
- Baessler, Bettina;
- Bakas, Spyridon;
- Cuocolo, Renato;
- Fedorov, Andrey;
- Maier-Hein, Lena;
- Mercaldo, Nathaniel;
- Müller, Henning;
- Orlhac, Fanny;
- Pinto dos Santos, Daniel;
- Stanzione, Arnaldo;
- Ugga, Lorenzo;
- Zwanenburg, Alex
Publication type:
Article
A comparative study of machine learning methods for time-to-event survival data for radiomics risk modelling.
Published in:
Scientific Reports, 2017, v. 7, n. 1, p. 1, doi. 10.1038/s41598-017-13448-3
By:
- Leger, Stefan;
- Zwanenburg, Alex;
- Pilz, Karoline;
- Lohaus, Fabian;
- Linge, Annett;
- Zöphel, Klaus;
- Kotzerke, Jörg;
- Schreiber, Andreas;
- Tinhofer, Inge;
- Budach, Volker;
- Sak, Ali;
- Stuschke, Martin;
- Balermpas, Panagiotis;
- Rödel, Claus;
- Ganswindt, Ute;
- Belka, Claus;
- Pigorsch, Steffi;
- Combs, Stephanie E.;
- Mönnich, David;
- Zips, Daniel
Publication type:
Article
RaCaT: An open source and easy to use radiomics calculator tool.
Published in:
PLoS ONE, 2019, v. 14, n. 2, p. 1, doi. 10.1371/journal.pone.0212223
By:
- Pfaehler, Elisabeth;
- Zwanenburg, Alex;
- de Jong, Johan R.;
- Boellaard, Ronald
Publication type:
Article
ST waveform analysis for monitoring hypoxic distress in fetal sheep after prolonged umbilical cord occlusion.
Published in:
PLoS ONE, 2018, v. 13, n. 4, p. 1, doi. 10.1371/journal.pone.0195978
By:
- Andriessen, Peter;
- Zwanenburg, Alex;
- van Laar, Judith O. E. H.;
- Vullings, Rik;
- Hermans, Ben J. M.;
- Niemarkt, Hendrik J.;
- Jellema, Reint K.;
- Ophelders, Daan R. M. G.;
- Wolfs, Tim G. A. M.;
- Kramer, Boris W.;
- Delhaas, Tammo
Publication type:
Article
Multipotent adult progenitor cells for hypoxic-ischemic injury in the preterm brain.
Published in:
2015
By:
- Jellema, Reint K.;
- Ophelders, Daan R. M. G;
- Zwanenburg, Alex;
- Nikiforou, Maria;
- Delhaas, Tammo;
- Andriessen, Peter;
- Mays, Robert W.;
- Deans, Robert;
- Germeraad, Wilfred T. V.;
- Wolfs, Tim G. A. M.;
- Kramer, Boris W.
Publication type:
journal article
Development of PSMA-PET-guided CT-based radiomic signature to predict biochemical recurrence after salvage radiotherapy.
Published in:
European Journal of Nuclear Medicine & Molecular Imaging, 2023, v. 50, n. 8, p. 2537, doi. 10.1007/s00259-023-06195-3
By:
- Spohn, Simon K. B.;
- Schmidt-Hegemann, Nina-Sophie;
- Ruf, Juri;
- Mix, Michael;
- Benndorf, Matthias;
- Bamberg, Fabian;
- Makowski, Marcus R.;
- Kirste, Simon;
- Rühle, Alexander;
- Nouvel, Jerome;
- Sprave, Tanja;
- Vogel, Marco M. E.;
- Galitsnaya, Polina;
- Gschwend, Jürgen E.;
- Gratzke, Christian;
- Stief, Christian;
- Löck, Steffen;
- Zwanenburg, Alex;
- Trapp, Christian;
- Bernhardt, Denise
Publication type:
Article
Radiomics in nuclear medicine: robustness, reproducibility, standardization, and how to avoid data analysis traps and replication crisis.
Published in:
European Journal of Nuclear Medicine & Molecular Imaging, 2019, v. 46, n. 13, p. 2638, doi. 10.1007/s00259-019-04391-8
By:
- Zwanenburg, Alex
Publication type:
Article
Multitask Learning with Convolutional Neural Networks and Vision Transformers Can Improve Outcome Prediction for Head and Neck Cancer Patients.
Published in:
Cancers, 2023, v. 15, n. 19, p. 4897, doi. 10.3390/cancers15194897
By:
- Starke, Sebastian;
- Zwanenburg, Alex;
- Leger, Karoline;
- Lohaus, Fabian;
- Linge, Annett;
- Kalinauskaite, Goda;
- Tinhofer, Inge;
- Guberina, Nika;
- Guberina, Maja;
- Balermpas, Panagiotis;
- Grün, Jens von der;
- Ganswindt, Ute;
- Belka, Claus;
- Peeken, Jan C.;
- Combs, Stephanie E.;
- Boeke, Simon;
- Zips, Daniel;
- Richter, Christian;
- Troost, Esther G. C.;
- Krause, Mechthild
Publication type:
Article
Comprehensive Analysis of Tumour Sub-Volumes for Radiomic Risk Modelling in Locally Advanced HNSCC.
Published in:
Cancers, 2020, v. 12, n. 10, p. 3047, doi. 10.3390/cancers12103047
By:
- Leger, Stefan;
- Zwanenburg, Alex;
- Leger, Karoline;
- Lohaus, Fabian;
- Linge, Annett;
- Schreiber, Andreas;
- Kalinauskaite, Goda;
- Tinhofer, Inge;
- Guberina, Nika;
- Guberina, Maja;
- Balermpas, Panagiotis;
- von der Grün, Jens;
- Ganswindt, Ute;
- Belka, Claus;
- Peeken, Jan C.;
- Combs, Stephanie E.;
- Boeke, Simon;
- Zips, Daniel;
- Richter, Christian;
- Krause, Mechthild
Publication type:
Article
Cerebral inflammation and mobilization of the peripheral immune system following global hypoxia-ischemia in preterm sheep.
Published in:
Journal of Neuroinflammation, 2013, v. 10, n. 1, p. 1, doi. 10.1186/1742-2094-10-13
By:
- Jellema, Reint K.;
- Passos, Valéria Lima;
- Zwanenburg, Alex;
- Ophelders, Daan RMG;
- De Munter, Stephanie;
- Vanderlocht, Joris;
- Germeraad, Wilfred TV;
- Kuypers, Elke;
- Collins, Jennifer J. P.;
- Cleutjens, Jack P. M.;
- Jennekens, Ward;
- Gavilanes, Antonio W. D.;
- Seehase, Matthias;
- Vles, Hans J.;
- Steinbusch, Harry;
- Andriessen, Peter;
- Wolfs, Tim GAM;
- Kramer, Boris W.
Publication type:
Article
Cerebral inflammation and mobilization of the peripheral immune system following global hypoxia-ischemia in preterm sheep.
Published in:
2013
By:
- Jellema, Reint K;
- Lima Passos, Valéria;
- Zwanenburg, Alex;
- Ophelders, Daan Rmg;
- De Munter, Stephanie;
- Vanderlocht, Joris;
- Germeraad, Wilfred Tv;
- Kuypers, Elke;
- Collins, Jennifer Jp;
- Cleutjens, Jack Pm;
- Jennekens, Ward;
- Gavilanes, Antonio Wd;
- Seehase, Matthias;
- Vles, Hans J;
- Steinbusch, Harry;
- Andriessen, Peter;
- Wolfs, Tim Gam;
- Kramer, Boris W;
- Ophelders, Daan R M G;
- Germeraad, Wilfred T V
Publication type:
journal article
Analysis of MRI and CT-based radiomics features for personalized treatment in locally advanced rectal cancer and external validation of published radiomics models.
Published in:
Scientific Reports, 2022, v. 12, n. 1, p. 1, doi. 10.1038/s41598-022-13967-8
By:
- Shahzadi, Iram;
- Zwanenburg, Alex;
- Lattermann, Annika;
- Linge, Annett;
- Baldus, Christian;
- Peeken, Jan C.;
- Combs, Stephanie E.;
- Diefenhardt, Markus;
- Rödel, Claus;
- Kirste, Simon;
- Grosu, Anca-Ligia;
- Baumann, Michael;
- Krause, Mechthild;
- Troost, Esther G. C.;
- Löck, Steffen
Publication type:
Article
Integrated radiogenomics analyses allow for subtype classification and improved outcome prognosis of patients with locally advanced HNSCC.
Published in:
Scientific Reports, 2022, v. 12, n. 1, p. 1, doi. 10.1038/s41598-022-21159-7
By:
- Rabasco Meneghetti, Asier;
- Zwanenburg, Alex;
- Linge, Annett;
- Lohaus, Fabian;
- Grosser, Marianne;
- Baretton, Gustavo B.;
- Kalinauskaite, Goda;
- Tinhofer, Ingeborg;
- Guberina, Maja;
- Stuschke, Martin;
- Balermpas, Panagiotis;
- von der Grün, Jens;
- Ganswindt, Ute;
- Belka, Claus;
- Peeken, Jan C.;
- Combs, Stephanie E.;
- Böke, Simon;
- Zips, Daniel;
- Troost, Esther G. C.;
- Krause, Mechthild
Publication type:
Article
Analysis of MRI and CT-based radiomics features for personalized treatment in locally advanced rectal cancer and external validation of published radiomics models.
Published in:
Scientific Reports, 2022, v. 12, n. 1, p. 1, doi. 10.1038/s41598-022-13967-8
By:
- Shahzadi, Iram;
- Zwanenburg, Alex;
- Lattermann, Annika;
- Linge, Annett;
- Baldus, Christian;
- Peeken, Jan C.;
- Combs, Stephanie E.;
- Diefenhardt, Markus;
- Rödel, Claus;
- Kirste, Simon;
- Grosu, Anca-Ligia;
- Baumann, Michael;
- Krause, Mechthild;
- Troost, Esther G. C.;
- Löck, Steffen
Publication type:
Article
Building reliable radiomic models using image perturbation.
Published in:
Scientific Reports, 2022, v. 12, n. 1, p. 1, doi. 10.1038/s41598-022-14178-x
By:
- Teng, Xinzhi;
- Zhang, Jiang;
- Zwanenburg, Alex;
- Sun, Jiachen;
- Huang, Yuhua;
- Lam, Saikit;
- Zhang, Yuanpeng;
- Li, Bing;
- Zhou, Ta;
- Xiao, Haonan;
- Liu, Chenyang;
- Li, Wen;
- Han, Xinyang;
- Ma, Zongrui;
- Li, Tian;
- Cai, Jing
Publication type:
Article
Mesenchymal Stem Cells Induce T-Cell Tolerance and Protect the Preterm Brain after Global Hypoxia-Ischemia.
Published in:
PLoS ONE, 2013, v. 8, n. 8, p. 1, doi. 10.1371/journal.pone.0073031
By:
- Jellema, Reint K.;
- Wolfs, Tim G. A. M.;
- Lima Passos, Valéria;
- Zwanenburg, Alex;
- Ophelders, Daan R. M. G.;
- Kuypers, Elke;
- Hopman, Anton H. N.;
- Dudink, Jeroen;
- Steinbusch, Harry W.;
- Andriessen, Peter;
- Germeraad, Wilfred T. V.;
- Vanderlocht, Joris;
- Kramer, Boris W.
Publication type:
Article
Mesenchymal Stromal Cell-Derived Extracellular Vesicles Protect the Fetal Brain After Hypoxia-Ischemia.
Published in:
Stem Cells Translational Medicine, 2016, v. 5, n. 6, p. 754, doi. 10.5966/sctm.2015-0197
By:
- OPHELDERS, DAAN R. M. G.;
- WOLFS, TIM G. A. M.;
- JELLEMA, REINT K.;
- ZWANENBURG, ALEX;
- ANDRIESSEN, PETER;
- DELHAAS, TAMMO;
- LUDWIG, ANNA-KRISTIN;
- RADTKE, STEFAN;
- PETERS, VERA;
- JANSSEN, LEON;
- GIEBEL, BERND;
- KRAMER, BORIS W.
Publication type:
Article
Radiomics for residual tumour detection and prognosis in newly diagnosed glioblastoma based on postoperative [<sup>11</sup>C] methionine PET and T1c-w MRI.
Published in:
Scientific Reports, 2024, v. 14, n. 1, p. 1, doi. 10.1038/s41598-024-55092-8
By:
- Shahzadi, Iram;
- Seidlitz, Annekatrin;
- Beuthien-Baumann, Bettina;
- Zwanenburg, Alex;
- Platzek, Ivan;
- Kotzerke, Jörg;
- Baumann, Michael;
- Krause, Mechthild;
- Troost, Esther G. C.;
- Löck, Steffen
Publication type:
Article
Radiomics for residual tumour detection and prognosis in newly diagnosed glioblastoma based on postoperative [<sup>11</sup>C] methionine PET and T1c-w MRI.
Published in:
Scientific Reports, 2024, v. 14, n. 1, p. 1, doi. 10.1038/s41598-024-55092-8
By:
- Shahzadi, Iram;
- Seidlitz, Annekatrin;
- Beuthien-Baumann, Bettina;
- Zwanenburg, Alex;
- Platzek, Ivan;
- Kotzerke, Jörg;
- Baumann, Michael;
- Krause, Mechthild;
- Troost, Esther G. C.;
- Löck, Steffen
Publication type:
Article
Comparative analysis of radiomics and deep-learning algorithms for survival prediction in hepatocellular carcinoma.
Published in:
Scientific Reports, 2024, v. 14, n. 1, p. 1, doi. 10.1038/s41598-023-50451-3
By:
- Schön, Felix;
- Kieslich, Aaron;
- Nebelung, Heiner;
- Riediger, Carina;
- Hoffmann, Ralf-Thorsten;
- Zwanenburg, Alex;
- Löck, Steffen;
- Kühn, Jens-Peter
Publication type:
Article
Short‐term mortality prediction in acute pulmonary embolism: Radiomics values of skeletal muscle and intramuscular adipose tissue.
Published in:
Journal of Cachexia, Sarcopenia & Muscle, 2024, v. 15, n. 4, p. 1430, doi. 10.1002/jcsm.13488
By:
- Shahzadi, Iram;
- Zwanenburg, Alex;
- Frohwein, Lynn Johann;
- Schramm, Dominik;
- Meyer, Hans Jonas;
- Hinnerichs, Mattes;
- Moenninghoff, Christoph;
- Niehoff, Julius Henning;
- Kroeger, Jan Robert;
- Borggrefe, Jan;
- Surov, Alexey
Publication type:
Article
2D and 3D convolutional neural networks for outcome modelling of locally advanced head and neck squamous cell carcinoma.
Published in:
Scientific Reports, 2020, v. 10, n. 1, p. N.PAG, doi. 10.1038/s41598-020-70542-9
By:
- Starke, Sebastian;
- Leger, Stefan;
- Zwanenburg, Alex;
- Leger, Karoline;
- Lohaus, Fabian;
- Linge, Annett;
- Schreiber, Andreas;
- Kalinauskaite, Goda;
- Tinhofer, Inge;
- Guberina, Nika;
- Guberina, Maja;
- Balermpas, Panagiotis;
- von der Grün, Jens;
- Ganswindt, Ute;
- Belka, Claus;
- Peeken, Jan C.;
- Combs, Stephanie E.;
- Boeke, Simon;
- Zips, Daniel;
- Richter, Christian
Publication type:
Article
Responsible Radiomics Research for Faster Clinical Translation.
Published in:
Journal of Nuclear Medicine, 2018, v. 59, n. 2, p. 189, doi. 10.2967/jnumed.117.200501
By:
- Vallières, Martin;
- Zwanenburg, Alex;
- Badic, Bodgan;
- Le Rest, Catherine Cheze;
- Visvikis, Dimitris;
- Hatt, Mathieu
Publication type:
Article
Prediction of clinically relevant postoperative pancreatic fistula using radiomic features and preoperative data.
Published in:
Scientific Reports, 2023, v. 13, n. 1, p. 1, doi. 10.1038/s41598-023-34168-x
By:
- Bhasker, Nithya;
- Kolbinger, Fiona R.;
- Skorobohach, Nadiia;
- Zwanenburg, Alex;
- Löck, Steffen;
- Weitz, Jürgen;
- Hoffmann, Ralf-Thorsten;
- Distler, Marius;
- Speidel, Stefanie;
- Leger, Stefan;
- Kühn, Jens-Peter
Publication type:
Article
Why -aVF can be used in STAN as a proxy for scalp electrode-derived signal; reply to comments by Kjellmer et al.
Published in:
PLoS ONE, 2019, v. 14, n. 8, p. 1, doi. 10.1371/journal.pone.0221220
By:
- Delhaas, Tammo;
- Andriessen, Peter;
- van Laar, Judith OEH;
- Vullings, Rik;
- Hermans, Ben JM;
- Niemarkt, Hendrik J.;
- Jellema, Reint K.;
- Ophelders, Daan RMG;
- Wolfs, Tim GAM;
- Kramer, Boris W.;
- Zwanenburg, Alex
Publication type:
Article

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