A citation-based method for searching scientific literature

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, Dmitry B Goldgof, Lawrence O Hall, Philippe Lambin, Yoganand Balagurunathan, Robert A Gatenby, Robert J Gillies. Magn Reson Imaging 2012
Times Cited: 1082







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



Times Cited
  Times     Co-cited
Similarity


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
51

Radiomics: Images Are More than Pictures, They Are Data.
Robert J Gillies, Paul E Kinahan, Hedvig Hricak. Radiology 2016
45

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
26

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
24

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
22

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
17

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
10

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
9

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
9

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
7

Radiomics Signature: A Potential Biomarker for the Prediction of Disease-Free Survival in Early-Stage (I or II) Non-Small Cell Lung Cancer.
Yanqi Huang, Zaiyi Liu, Lan He, Xin Chen, Dan Pan, Zelan Ma, Cuishan Liang, Jie Tian, Changhong Liang. Radiology 2016
419
7

Machine Learning methods for Quantitative Radiomic Biomarkers.
Chintan Parmar, Patrick Grossmann, Johan Bussink, Philippe Lambin, Hugo J W L Aerts. Sci Rep 2015
500
7

Intratumoral and peritumoral radiomics for the pretreatment prediction of pathological complete response to neoadjuvant chemotherapy based on breast DCE-MRI.
Nathaniel M Braman, Maryam Etesami, Prateek Prasanna, Christina Dubchuk, Hannah Gilmore, Pallavi Tiwari, Donna Plecha, Anant Madabhushi. Breast Cancer Res 2017
285
7

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
7

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
7

Development and Validation of a Radiomics Nomogram for Preoperative Prediction of Lymph Node Metastasis in Colorectal Cancer.
Yan-Qi Huang, Chang-Hong Liang, Lan He, Jie Tian, Cui-Shan Liang, Xin Chen, Ze-Lan Ma, Zai-Yi Liu. J Clin Oncol 2016
940
6

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
6

Applications and limitations of radiomics.
Stephen S F Yip, Hugo J W L Aerts. Phys Med Biol 2016
524
6

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
6

Deep learning.
Yann LeCun, Yoshua Bengio, Geoffrey Hinton. Nature 2015
6

Introduction to Radiomics.
Marius E Mayerhoefer, Andrzej Materka, Georg Langs, Ida Häggström, Piotr Szczypiński, Peter Gibbs, Gary Cook. J Nucl Med 2020
213
6


Preoperative prediction of sentinel lymph node metastasis in breast cancer based on radiomics of T2-weighted fat-suppression and diffusion-weighted MRI.
Yuhao Dong, Qianjin Feng, Wei Yang, Zixiao Lu, Chunyan Deng, Lu Zhang, Zhouyang Lian, Jing Liu, Xiaoning Luo, Shufang Pei,[...]. Eur Radiol 2018
133
5


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
5


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
5

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
7

Influence of gray level discretization on radiomic feature stability for different CT scanners, tube currents and slice thicknesses: a comprehensive phantom study.
Ruben T H M Larue, Janna E van Timmeren, Evelyn E C de Jong, Giacomo Feliciani, Ralph T H Leijenaar, Wendy M J Schreurs, Meindert N Sosef, Frank H P J Raat, Frans H R van der Zande, Marco Das,[...]. Acta Oncol 2017
122
5

A survey on deep learning in medical image analysis.
Geert Litjens, Thijs Kooi, Babak Ehteshami Bejnordi, Arnaud Arindra Adiyoso Setio, Francesco Ciompi, Mohsen Ghafoorian, Jeroen A W M van der Laak, Bram van Ginneken, Clara I Sánchez. Med Image Anal 2017
5

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
4

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
4

Unravelling tumour heterogeneity using next-generation imaging: radiomics, radiogenomics, and habitat imaging.
E Sala, E Mema, Y Himoto, H Veeraraghavan, J D Brenton, A Snyder, B Weigelt, H A Vargas. Clin Radiol 2017
161
4

Rapid review: radiomics and breast cancer.
Francesca Valdora, Nehmat Houssami, Federica Rossi, Massimo Calabrese, Alberto Stefano Tagliafico. Breast Cancer Res Treat 2018
124
4

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
4

Radiomics of pulmonary nodules and lung cancer.
Ryan Wilson, Anand Devaraj. Transl Lung Cancer Res 2017
106
4

Artificial intelligence in cancer imaging: Clinical challenges and applications.
Wenya Linda Bi, Ahmed Hosny, Matthew B Schabath, Maryellen L Giger, Nicolai J Birkbak, Alireza Mehrtash, Tavis Allison, Omar Arnaout, Christopher Abbosh, Ian F Dunn,[...]. CA Cancer J Clin 2019
443
4

Beyond imaging: The promise of radiomics.
Michele Avanzo, Joseph Stancanello, Issam El Naqa. Phys Med 2017
227
4

Predicting response to cancer immunotherapy using noninvasive radiomic biomarkers.
S Trebeschi, S G Drago, N J Birkbak, I Kurilova, A M Cǎlin, A Delli Pizzi, F Lalezari, D M J Lambregts, M W Rohaan, C Parmar,[...]. Ann Oncol 2019
211
4

A radiomics approach to assess tumour-infiltrating CD8 cells and response to anti-PD-1 or anti-PD-L1 immunotherapy: an imaging biomarker, retrospective multicohort study.
Roger Sun, Elaine Johanna Limkin, Maria Vakalopoulou, Laurent Dercle, Stéphane Champiat, Shan Rong Han, Loïc Verlingue, David Brandao, Andrea Lancia, Samy Ammari,[...]. Lancet Oncol 2018
492
4


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
4

Radiomics with artificial intelligence: a practical guide for beginners.
Burak Koçak, Emine Şebnem Durmaz, Ece Ateş, Özgür Kılıçkesmez. Diagn Interv Radiol 2019
109
4

Radiomics: a new application from established techniques.
Vishwa Parekh, Michael A Jacobs. Expert Rev Precis Med Drug Dev 2016
160
4

Radiomics Analysis for Evaluation of Pathological Complete Response to Neoadjuvant Chemoradiotherapy in Locally Advanced Rectal Cancer.
Zhenyu Liu, Xiao-Yan Zhang, Yan-Jie Shi, Lin Wang, Hai-Tao Zhu, Zhenchao Tang, Shuo Wang, Xiao-Ting Li, Jie Tian, Ying-Shi Sun. Clin Cancer Res 2017
286
4

2D and 3D CT Radiomics Features Prognostic Performance Comparison in Non-Small Cell Lung Cancer.
Chen Shen, Zhenyu Liu, Min Guan, Jiangdian Song, Yucheng Lian, Shuo Wang, Zhenchao Tang, Di Dong, Lingfei Kong, Meiyun Wang,[...]. Transl Oncol 2017
92
4

Quantitative radiomics studies for tissue characterization: a review of technology and methodological procedures.
Ruben T H M Larue, Gilles Defraene, Dirk De Ruysscher, Philippe Lambin, Wouter van Elmpt. Br J Radiol 2017
194
4

Imaging biomarker roadmap for cancer studies.
James P B O'Connor, Eric O Aboagye, Judith E Adams, Hugo J W L Aerts, Sally F Barrington, Ambros J Beer, Ronald Boellaard, Sarah E Bohndiek, Michael Brady, Gina Brown,[...]. Nat Rev Clin Oncol 2017
549
4


Regularization Paths for Generalized Linear Models via Coordinate Descent.
Jerome Friedman, Trevor Hastie, Rob Tibshirani. J Stat Softw 2010
4


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.