A citation-based method for searching scientific literature

Stephen S F Yip, Hugo J W L Aerts. Phys Med Biol 2016
Times Cited: 524







List of co-cited articles
616 articles co-cited >1



Times Cited
  Times     Co-cited
Similarity


Radiomics: Images Are More than Pictures, They Are Data.
Robert J Gillies, Paul E Kinahan, Hedvig Hricak. Radiology 2016
51

Radiomics: the bridge between medical imaging and personalized medicine.
Philippe Lambin, Ralph T H Leijenaar, Timo M Deist, Jurgen Peerlings, Evelyn E C de Jong, Janita van Timmeren, Sebastian Sanduleanu, Ruben T H M Larue, Aniek J G Even, Arthur Jochems,[...]. Nat Rev Clin Oncol 2017
43

The Image Biomarker Standardization Initiative: Standardized Quantitative Radiomics for High-Throughput Image-based Phenotyping.
Alex Zwanenburg, Martin Vallières, Mahmoud A Abdalah, Hugo J W L Aerts, Vincent Andrearczyk, Aditya Apte, Saeed Ashrafinia, Spyridon Bakas, Roelof J Beukinga, Ronald Boellaard,[...]. Radiology 2020
929
35

Computational Radiomics System to Decode the Radiographic Phenotype.
Joost J M van Griethuysen, Andriy Fedorov, Chintan Parmar, Ahmed Hosny, Nicole Aucoin, Vivek Narayan, Regina G H Beets-Tan, Jean-Christophe Fillion-Robin, Steve Pieper, Hugo J W L Aerts. Cancer Res 2017
35

Decoding tumour phenotype by noninvasive imaging using a quantitative radiomics approach.
Hugo J W L Aerts, Emmanuel Rios Velazquez, Ralph T H Leijenaar, Chintan Parmar, Patrick Grossmann, Sara Carvalho, Johan Bussink, René Monshouwer, Benjamin Haibe-Kains, Derek Rietveld,[...]. Nat Commun 2014
32

Radiomics: extracting more information from medical images using advanced feature analysis.
Philippe Lambin, Emmanuel Rios-Velazquez, Ralph Leijenaar, Sara Carvalho, Ruud G P M van Stiphout, Patrick Granton, Catharina M L Zegers, Robert Gillies, Ronald Boellard, André Dekker,[...]. Eur J Cancer 2012
27

Repeatability and Reproducibility of Radiomic Features: A Systematic Review.
Alberto Traverso, Leonard Wee, Andre Dekker, Robert Gillies. Int J Radiat Oncol Biol Phys 2018
357
20

Radiomics: the process and the challenges.
Virendra Kumar, Yuhua Gu, Satrajit Basu, Anders Berglund, Steven A Eschrich, Matthew B Schabath, Kenneth Forster, Hugo J W L Aerts, Andre Dekker, David Fenstermacher,[...]. Magn Reson Imaging 2012
15

Intrinsic dependencies of CT radiomic features on voxel size and number of gray levels.
Muhammad Shafiq-Ul-Hassan, Geoffrey G Zhang, Kujtim Latifi, Ghanim Ullah, Dylan C Hunt, Yoganand Balagurunathan, Mahmoud Abrahem Abdalah, Matthew B Schabath, Dmitry G Goldgof, Dennis Mackin,[...]. Med Phys 2017
312
13

The Applications of Radiomics in Precision Diagnosis and Treatment of Oncology: Opportunities and Challenges.
Zhenyu Liu, Shuo Wang, Di Dong, Jingwei Wei, Cheng Fang, Xuezhi Zhou, Kai Sun, Longfei Li, Bo Li, Meiyun Wang,[...]. Theranostics 2019
282
13

Machine Learning methods for Quantitative Radiomic Biomarkers.
Chintan Parmar, Patrick Grossmann, Johan Bussink, Philippe Lambin, Hugo J W L Aerts. Sci Rep 2015
500
12

New response evaluation criteria in solid tumours: revised RECIST guideline (version 1.1).
E A Eisenhauer, P Therasse, J Bogaerts, L H Schwartz, D Sargent, R Ford, J Dancey, S Arbuck, S Gwyther, M Mooney,[...]. Eur J Cancer 2009
12

Radiomics of CT Features May Be Nonreproducible and Redundant: Influence of CT Acquisition Parameters.
Roberto Berenguer, María Del Rosario Pastor-Juan, Jesús Canales-Vázquez, Miguel Castro-García, María Victoria Villas, Francisco Mansilla Legorburo, Sebastià Sabater. Radiology 2018
295
12

Measuring Computed Tomography Scanner Variability of Radiomics Features.
Dennis Mackin, Xenia Fave, Lifei Zhang, David Fried, Jinzhong Yang, Brian Taylor, Edgardo Rodriguez-Rivera, Cristina Dodge, Aaron Kyle Jones, Laurence Court. Invest Radiol 2015
375
12

Radiomics in medical imaging-"how-to" guide and critical reflection.
Janita E van Timmeren, Davide Cester, Stephanie Tanadini-Lang, Hatem Alkadhi, Bettina Baessler. Insights Imaging 2020
219
12

Radiomics: the facts and the challenges of image analysis.
Stefania Rizzo, Francesca Botta, Sara Raimondi, Daniela Origgi, Cristiana Fanciullo, Alessio Giuseppe Morganti, Massimo Bellomi. Eur Radiol Exp 2018
371
11

3D Slicer as an image computing platform for the Quantitative Imaging Network.
Andriy Fedorov, Reinhard Beichel, Jayashree Kalpathy-Cramer, Julien Finet, Jean-Christophe Fillion-Robin, Sonia Pujol, Christian Bauer, Dominique Jennings, Fiona Fennessy, Milan Sonka,[...]. Magn Reson Imaging 2012
11

LIFEx: A Freeware for Radiomic Feature Calculation in Multimodality Imaging to Accelerate Advances in the Characterization of Tumor Heterogeneity.
Christophe Nioche, Fanny Orlhac, Sarah Boughdad, Sylvain Reuzé, Jessica Goya-Outi, Charlotte Robert, Claire Pellot-Barakat, Michael Soussan, Frédérique Frouin, Irène Buvat. Cancer Res 2018
413
10

Repeatability and reproducibility of MRI-based radiomic features in cervical cancer.
Sandra Fiset, Mattea L Welch, Jessica Weiss, Melania Pintilie, Jessica L Conway, Michael Milosevic, Anthony Fyles, Alberto Traverso, David Jaffray, Ur Metser,[...]. Radiother Oncol 2019
77
12



Stability of radiomic features of apparent diffusion coefficient (ADC) maps for locally advanced rectal cancer in response to image pre-processing.
Alberto Traverso, Michal Kazmierski, Zhenwei Shi, Petros Kalendralis, Mattea Welch, Henrik Dahl Nissen, David Jaffray, Andre Dekker, Leonard Wee. Phys Med 2019
27
33

CT-based radiomic signature predicts distant metastasis in lung adenocarcinoma.
Thibaud P Coroller, Patrick Grossmann, Ying Hou, Emmanuel Rios Velazquez, Ralph T H Leijenaar, Gretchen Hermann, Philippe Lambin, Benjamin Haibe-Kains, Raymond H Mak, Hugo J W L Aerts. Radiother Oncol 2015
429
8

Robustness and Reproducibility of Radiomics in Magnetic Resonance Imaging: A Phantom Study.
Bettina Baeßler, Kilian Weiss, Daniel Pinto Dos Santos. Invest Radiol 2019
114
8

Global cancer statistics 2018: GLOBOCAN estimates of incidence and mortality worldwide for 36 cancers in 185 countries.
Freddie Bray, Jacques Ferlay, Isabelle Soerjomataram, Rebecca L Siegel, Lindsey A Torre, Ahmedin Jemal. CA Cancer J Clin 2018
8

Reproducibility of radiomics for deciphering tumor phenotype with imaging.
Binsheng Zhao, Yongqiang Tan, Wei-Yann Tsai, Jing Qi, Chuanmiao Xie, Lin Lu, Lawrence H Schwartz. Sci Rep 2016
313
8

Harmonization strategies for multicenter radiomics investigations.
R Da-Ano, D Visvikis, M Hatt. Phys Med Biol 2020
46
17

Performance comparison of modified ComBat for harmonization of radiomic features for multicenter studies.
R Da-Ano, I Masson, F Lucia, M Doré, P Robin, J Alfieri, C Rousseau, A Mervoyer, C Reinhold, J Castelli,[...]. Sci Rep 2020
70
11

The effect of SUV discretization in quantitative FDG-PET Radiomics: the need for standardized methodology in tumor texture analysis.
Ralph T H Leijenaar, Georgi Nalbantov, Sara Carvalho, Wouter J C van Elmpt, Esther G C Troost, Ronald Boellaard, Hugo J W L Aerts, Robert J Gillies, Philippe Lambin. Sci Rep 2015
243
8

Introduction to Radiomics.
Marius E Mayerhoefer, Andrzej Materka, Georg Langs, Ida Häggström, Piotr Szczypiński, Peter Gibbs, Gary Cook. J Nucl Med 2020
213
8

Voxel size and gray level normalization of CT radiomic features in lung cancer.
Muhammad Shafiq-Ul-Hassan, Kujtim Latifi, Geoffrey Zhang, Ghanim Ullah, Robert Gillies, Eduardo Moros. Sci Rep 2018
109
8


Radiomics and radiogenomics in lung cancer: A review for the clinician.
Rajat Thawani, Michael McLane, Niha Beig, Soumya Ghose, Prateek Prasanna, Vamsidhar Velcheti, Anant Madabhushi. Lung Cancer 2018
226
7


Impact of Image Reconstruction Settings on Texture Features in 18F-FDG PET.
Jianhua Yan, Jason Lim Chu-Shern, Hoi Yin Loi, Lih Kin Khor, Arvind K Sinha, Swee Tian Quek, Ivan W K Tham, David Townsend. J Nucl Med 2015
162
7

Assessing robustness of radiomic features by image perturbation.
Alex Zwanenburg, Stefan Leger, Linda Agolli, Karoline Pilz, Esther G C Troost, Christian Richter, Steffen Löck. Sci Rep 2019
96
7

IBEX: an open infrastructure software platform to facilitate collaborative work in radiomics.
Lifei Zhang, David V Fried, Xenia J Fave, Luke A Hunter, Jinzhong Yang, Laurence E Court. Med Phys 2015
204
7

Promises and challenges for the implementation of computational medical imaging (radiomics) in oncology.
E J Limkin, R Sun, L Dercle, E I Zacharaki, C Robert, S Reuzé, A Schernberg, N Paragios, E Deutsch, C Ferté. Ann Oncol 2017
344
7

Gray-level discretization impacts reproducible MRI radiomics texture features.
Loïc Duron, Daniel Balvay, Saskia Vande Perre, Afef Bouchouicha, Julien Savatovsky, Jean-Claude Sadik, Isabelle Thomassin-Naggara, Laure Fournier, Augustin Lecler. PLoS One 2019
80
8

Repeatability of Multiparametric Prostate MRI Radiomics Features.
Michael Schwier, Joost van Griethuysen, Mark G Vangel, Steve Pieper, Sharon Peled, Clare Tempany, Hugo J W L Aerts, Ron Kikinis, Fiona M Fennessy, Andriy Fedorov. Sci Rep 2019
121
7

False Discovery Rates in PET and CT Studies with Texture Features: A Systematic Review.
Anastasia Chalkidou, Michael J O'Doherty, Paul K Marsden. PLoS One 2015
210
7

Intratumor heterogeneity characterized by textural features on baseline 18F-FDG PET images predicts response to concomitant radiochemotherapy in esophageal cancer.
Florent Tixier, Catherine Cheze Le Rest, Mathieu Hatt, Nidal Albarghach, Olivier Pradier, Jean-Philippe Metges, Laurent Corcos, Dimitris Visvikis. J Nucl Med 2011
492
7

Deep learning.
Yann LeCun, Yoshua Bengio, Geoffrey Hinton. Nature 2015
7

The Cancer Imaging Archive (TCIA): maintaining and operating a public information repository.
Kenneth Clark, Bruce Vendt, Kirk Smith, John Freymann, Justin Kirby, Paul Koppel, Stephen Moore, Stanley Phillips, David Maffitt, Michael Pringle,[...]. J Digit Imaging 2013
7



Adjusting batch effects in microarray expression data using empirical Bayes methods.
W Evan Johnson, Cheng Li, Ariel Rabinovic. Biostatistics 2007
7

The Biological Meaning of Radiomic Features.
Michal R Tomaszewski, Robert J Gillies. Radiology 2021
82
8

Global Cancer Statistics 2020: GLOBOCAN Estimates of Incidence and Mortality Worldwide for 36 Cancers in 185 Countries.
Hyuna Sung, Jacques Ferlay, Rebecca L Siegel, Mathieu Laversanne, Isabelle Soerjomataram, Ahmedin Jemal, Freddie Bray. CA Cancer J Clin 2021
7

Deep learning and radiomics in precision medicine.
Vishwa S Parekh, Michael A Jacobs. Expert Rev Precis Med Drug Dev 2019
89
6


Co-cited is the co-citation frequency, indicating how many articles cite the article together with the query article. Similarity is the co-citation as percentage of the times cited of the query article or the article in the search results, whichever is the lowest. These numbers are calculated for the last 100 citations when articles are cited more than 100 times.