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ArticlesPeer ReviewedFull Text
Radiomics of hepatocellular carcinoma
Author / Creator:Lewis, Sara ; Hectors Stefanie ; Taouli Bachir
Publisher:New York: Springer Nature B.V
Journal title:Abdominal imaging, 2021-01, Vol.46 (1), p.111-123
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Systematic review of the radiomics quality score applications: an EuSoMII Radiomics Auditing Group Initiative
Author / Creator:Spadarella, Gaia ; Stanzione, Arnaldo ; Akinci D’Antonoli, Tugba ; Andreychenko, Anna ; Fanni, Salvatore Claudio ; Ugga, Lorenzo ; Kotter, Elmar ; Cuocolo, Renato
Publisher:Berlin/Heidelberg: Springer Berlin Heidelberg
Journal title:European radiology, 2023-03, Vol.33 (3), p.1884-1894
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ArticlesPeer ReviewedFull Text
Radiomics in medical imaging—“how-to” guide and critical reflection
Author / Creator:van Timmeren Janita E ; Cester Davide ; Tanadini-Lang, Stephanie ; Alkadhi Hatem ; Baessler Bettina
Publisher:Heidelberg: Springer Nature B.V
Journal title:Insights into imaging, 2020-08, Vol.11 (1)
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METhodological RadiomICs Score (METRICS): a quality scoring tool for radiomics research endorsed by EuSoMII
Author / Creator:Kocak, Burak ; Akinci D’Antonoli, Tugba ; Mercaldo, Nathaniel ; Alberich-Bayarri, Angel ; Baessler, Bettina ; Ambrosini, Ilaria ; Andreychenko, Anna E ; Bakas, Spyridon ; Beets-Tan, Regina G. H ; Bressem, Keno ; Buvat, Irene ; Cannella, Roberto ; Cappellini, Luca Alessandro ; Cavallo, Armando Ugo ; Chepelev, Leonid L ; Chu, Linda Chi Hang ; Demircioglu, Aydin ; deSouza, Nandita M ; Dietzel, Matthias ; Fanni, Salvatore Claudio ; Fedorov, Andrey ; Fournier, Laure S ; Giannini, Valentina ; Girometti, Rossano ; Groot Lipman, Kevin B. W ; Kalarakis, Georgios ; Kelly, Brendan S ; Klontzas, Michail E ; Koh, Dow-Mu ; Kotter, Elmar ; Lee, Ho Yun ; Maas, Mario ; Marti-Bonmati, Luis ; Müller, Henning ; Obuchowski, Nancy ; Orlhac, Fanny ; Papanikolaou, Nikolaos ; Petrash, Ekaterina ; Pfaehler, Elisabeth ; Pinto dos Santos, Daniel ; Ponsiglione, Andrea ; Sabater, Sebastià ; Sardanelli, Francesco ; Seeböck, Philipp ; Sijtsema, Nanna M ; Stanzione, Arnaldo ; Traverso, Alberto ; Ugga, Lorenzo ; Vallières, Martin ; van Dijk, Lisanne V ; van Griethuysen, Joost J. M ; van Hamersvelt, Robbert W ; van Ooijen, Peter ; Vernuccio, Federica ; Wang, Alan ; Williams, Stuart ; Witowski, Jan ; Zhang, Zhongyi ; Zwanenburg, Alex ; Cuocolo, Renato
Publisher:Heidelberg: Springer Nature B.V
Journal title:Insights into imaging, 2024-01, Vol.15 (1), p.8
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ArticlesPeer ReviewedFull Text
Association of Peritumoral Radiomics With Tumor Biology and Pathologic Response to Preoperative Targeted Therapy for HER2 (ERBB2) –Positive Breast Cancer
Author / Creator:Braman, Nathaniel ; Prasanna, Prateek ; Whitney, Jon ; Singh, Salendra ; Beig, Niha ; Etesami, Maryam ; Bates, David D. B. ; Gallagher, Katherine ; Bloch, B. Nicolas ; Vulchi, Manasa ; Turk, Paulette ; Bera, Kaustav ; Abraham, Jame ; Sikov, William M. ; Somlo, George ; Harris, Lyndsay N. ; Gilmore, Hannah ; Plecha, Donna ; Varadan, Vinay ; Madabhushi, Anant
Publisher:United States: American Medical Association
Journal title:JAMA network open, 2019-04, Vol.2 (4), p.e192561
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ArticlesPeer ReviewedFull Text
Quo vadis Radiomics? Bibliometric analysis of 10-year Radiomics journey
Author / Creator:Volpe, Stefania ; Mastroleo, Federico ; Krengli, Marco ; Jereczek-Fossa, Barbara Alicja
Publisher:Berlin/Heidelberg: Springer Berlin Heidelberg
Journal title:European radiology, 2023-10, Vol.33 (10), p.6736-6745
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Predicting cancer outcomes with radiomics and artificial intelligence in radiology
Author / Creator:Bera Kaustav ; Braman, Nathaniel ; Gupta, Amit ; Velcheti Vamsidhar ; Madabhushi Anant
Publisher:London: Nature Publishing Group
Journal title:Nature reviews. Clinical oncology, 2022-02, Vol.19 (2), p.132-146
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ArticlesPeer ReviewedFull Text
Repeatability of Multiparametric Prostate MRI Radiomics Features
Author / Creator:Schwier, Michael ; van Griethuysen, Joost ; Vangel, Mark G. ; Pieper, Steve ; Peled, Sharon ; Tempany, Clare ; Aerts, Hugo J. W. L. ; Kikinis, Ron ; Fennessy, Fiona M. ; Fedorov, Andriy
Publisher:London: Nature Publishing Group UK
Journal title:Scientific reports, 2019-07, Vol.9 (1), p.9441-16, Article 9441
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ArticlesPeer ReviewedFull Text
Rapid review: radiomics and breast cancer
Author / Creator:Valdora, Francesca ; Houssami, Nehmat ; Rossi, Federica ; Calabrese, Massimo ; Tagliafico, Alberto Stefano
Publisher:New York: Springer US
Journal title:Breast cancer research and treatment, 2018-06, Vol.169 (2), p.217-229
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ArticlesPeer ReviewedFull Text
Radiomics: the bridge between medical imaging and personalized medicine
Author / Creator:Lambin, Philippe ; Leijenaar, Ralph T.H. ; Deist, Timo M. ; Peerlings, Jurgen ; de Jong, Evelyn E.C. ; van Timmeren, Janita ; Sanduleanu, Sebastian ; Larue, Ruben T.H.M. ; Even, Aniek J.G. ; Jochems, Arthur ; van Wijk, Yvonka ; Woodruff, Henry ; van Soest, Johan ; Lustberg, Tim ; Roelofs, Erik ; van Elmpt, Wouter ; Dekker, Andre ; Mottaghy, Felix M. ; Wildberger, Joachim E. ; Walsh, Sean
Publisher:London: Nature Publishing Group UK
Journal title:Nature reviews. Clinical oncology, 2017-12, Vol.14 (12), p.749-762
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ArticlesPeer ReviewedFull Text
[18F]FDG PET radiomics to predict disease-free survival in cervical cancer: a multi-scanner/center study with external validation
Author / Creator:Ferreira, Marta ; Lovinfosse Pierre ; Hermesse Johanne ; Decuypere Marjolein ; Rousseau, Caroline ; François, Lucia ; Schick Ulrike ; Reinhold, Caroline ; Philippe, Robin ; Hatt Mathieu ; Visvikis Dimitris ; Bernard, Claire ; Leijenaar Ralph T H ; Kridelka Frédéric ; Lambin, Philippe ; Meyer, Patrick E ; Hustinx, Roland
Publisher:Heidelberg: Springer Nature B.V
Journal title:European journal of nuclear medicine and molecular imaging, 2021-10, Vol.48 (11), p.3432-3443
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ArticlesPeer ReviewedFull Text
Structural and functional radiomics for lung cancer
Author / Creator:Wu, Guangyao ; Jochems Arthur ; Refaee Turkey ; Abdalla, Ibrahim ; Chenggong, Yan ; Sanduleanu Sebastian ; Woodruff, Henry C ; Lambin, Philippe
Publisher:Heidelberg: Springer Nature B.V
Journal title:European journal of nuclear medicine and molecular imaging, 2021-11, Vol.48 (12), p.3961-3974
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ArticlesPeer ReviewedFull Text
Comparison of non-radiomics imaging features and radiomics models based on contrast-enhanced ultrasound and Gd-EOB-DTPA-enhanced MRI for predicting microvascular invasion in hepatocellular carcinoma w...
Author / Creator:Zheng, Ruiying ; Zhang, Xiaoer ; Liu, Baoxian ; Zhang, Yi ; Shen, Hui ; Xie, Xiaoyan ; Li, Shurong ; Huang, Guangliang
Publisher:Berlin/Heidelberg: Springer Berlin Heidelberg
Journal title:European radiology, 2023-09, Vol.33 (9), p.6462-6472
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Prediction of TERTp-mutation status in IDH-wildtype high-grade gliomas using pre-treatment dynamic [18F]FET PET radiomics
Author / Creator:Li, Zhicong ; Kaiser, Lena ; Holzgreve Adrien ; Ruf, Viktoria C ; Suchorska Bogdana ; Wenter Vera ; Quach, Stefanie ; Herms Jochen ; Bartenstein, Peter ; Jörg-Christian, Tonn ; Unterrainer Marcus ; Albert, Nathalie L
Publisher:Heidelberg: Springer Nature B.V
Journal title:European journal of nuclear medicine and molecular imaging, 2021-12, Vol.48 (13), p.4415-4425
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FeAture Explorer (FAE): A tool for developing and comparing radiomics models
Author / Creator:Song, Yang ; Zhang, Jing ; Zhang, Yu-dong ; Hou, Ying ; Yan, Xu ; Wang, Yida ; Zhou, Minxiong ; Yao, Ye-feng ; Yang, Guang
Publisher:San Francisco: Public Library of Science
Journal title:PloS one, 2020-08, Vol.15 (8), p.e0237587
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Towards reproducible radiomics research: introduction of a database for radiomics studies
Author / Creator:Akinci D’Antonoli, Tugba ; Cuocolo, Renato ; Baessler, Bettina ; Pinto dos Santos, Daniel
Publisher:Berlin/Heidelberg: Springer Berlin Heidelberg
Journal title:European radiology, 2024-01, Vol.34 (1), p.436-443
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Machine learning-based analysis of [18F]DCFPyL PET radiomics for risk stratification in primary prostate cancer
Author / Creator:Cysouw Matthijs C F ; Jansen Bernard H E ; van de Brug Tim ; Oprea-Lager, Daniela E ; Pfaehler Elisabeth ; de Vries Bart M ; van Moorselaar Reindert J A ; Hoekstra, Otto S ; Vis, André N ; Boellaard, Ronald
Publisher:Heidelberg: Springer Nature B.V
Journal title:European journal of nuclear medicine and molecular imaging, 2021-02, Vol.48 (2), p.340-349
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Criteria for the translation of radiomics into clinically useful tests
Publisher:London: Nature Publishing Group
Journal title:Nature reviews. Clinical oncology, 2023-02, Vol.20 (2), p.69-82
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Quality of science and reporting of radiomics in oncologic studies: room for improvement according to radiomics quality score and TRIPOD statement
Author / Creator:Park, Ji Eun ; Kim, Donghyun ; Ho Sung Kim ; Seo Young Park ; Jung Youn Kim ; Se Jin Cho ; Jae Ho Shin ; Kim, Jeong Hoon
Publisher:Heidelberg: Springer Nature B.V
Journal title:European radiology, 2020-01, Vol.30 (1), p.523-536
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Radiomics analysis of [18F]FDG PET/CT for microvascular invasion and prognosis prediction in very-early- and early-stage hepatocellular carcinoma
Author / Creator:Li Youcai ; Zhang, Yin ; Fang Qi ; Zhang Xiaoyao ; Hou Peng ; Wu Hubing ; Wang, Xinlu
Publisher:Heidelberg: Springer Nature B.V
Journal title:European journal of nuclear medicine and molecular imaging, 2021-07, Vol.48 (8), p.2599-2614
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Radiomics of hepatocellular carcinoma

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Systematic review of the radiomics quality score applications: an EuSoMII Radiomics Auditing Group Initiative

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Radiomics in medical imaging—“how-to” guide and critical reflection

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METhodological RadiomICs Score (METRICS): a quality scoring tool for radiomics research endorsed by EuSoMII

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Association of Peritumoral Radiomics With Tumor Biology and Pathologic Response to Preoperative Targeted Therapy for HER2 (ERBB2) –Positive Breast Cancer

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Quo vadis Radiomics? Bibliometric analysis of 10-year Radiomics journey

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Predicting cancer outcomes with radiomics and artificial intelligence in radiology

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Repeatability of Multiparametric Prostate MRI Radiomics Features

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Rapid review: radiomics and breast cancer

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Radiomics: the bridge between medical imaging and personalized medicine

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[18F]FDG PET radiomics to predict disease-free survival in cervical cancer: a multi-scanner/center study with external validation

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Structural and functional radiomics for lung cancer

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Comparison of non-radiomics imaging features and radiomics models based on contrast-enhanced ultrasound and Gd-EOB-DTPA-enhanced MRI for predicting microvascular invasion in hepatocellular carcinoma w...

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Prediction of TERTp-mutation status in IDH-wildtype high-grade gliomas using pre-treatment dynamic [18F]FET PET radiomics

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FeAture Explorer (FAE): A tool for developing and comparing radiomics models

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Towards reproducible radiomics research: introduction of a database for radiomics studies

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Machine learning-based analysis of [18F]DCFPyL PET radiomics for risk stratification in primary prostate cancer

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Criteria for the translation of radiomics into clinically useful tests

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Quality of science and reporting of radiomics in oncologic studies: room for improvement according to radiomics quality score and TRIPOD statement

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Radiomics analysis of [18F]FDG PET/CT for microvascular invasion and prognosis prediction in very-early- and early-stage hepatocellular carcinoma

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