A citation-based method for searching scientific literature

Katja Pinker, Fuki Shitano, Evis Sala, Richard K Do, Robert J Young, Andreas G Wibmer, Hedvig Hricak, Elizabeth J Sutton, Elizabeth A Morris. J Magn Reson Imaging 2018
Times Cited: 82







List of co-cited articles
641 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
48

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
29

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
25

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
24

Decoding global gene expression programs in liver cancer by noninvasive imaging.
Eran Segal, Claude B Sirlin, Clara Ooi, Adam S Adler, Jeremy Gollub, Xin Chen, Bryan K Chan, George R Matcuk, Christopher T Barry, Howard Y Chang,[...]. Nat Biotechnol 2007
348
15

Imaging genomics in cancer research: limitations and promises.
Harrison X Bai, Ashley M Lee, Li Yang, Paul Zhang, Christos Davatzikos, John M Maris, Sharon J Diskin. Br J Radiol 2016
57
22

Radiogenomics: what it is and why it is important.
Maciej A Mazurowski. J Am Coll Radiol 2015
142
14

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
155
14

A computed tomography radiogenomic biomarker predicts microvascular invasion and clinical outcomes in hepatocellular carcinoma.
Sudeep Banerjee, David S Wang, Hyun J Kim, Claude B Sirlin, Michael G Chan, Ronald L Korn, Aaron M Rutman, Surachate Siripongsakun, David Lu, Galym Imanbayev,[...]. Hepatology 2015
188
13

Imaging-based surrogate markers of transcriptome subclasses and signatures in hepatocellular carcinoma: preliminary results.
Bachir Taouli, Yujin Hoshida, Suguru Kakite, Xintong Chen, Poh Seng Tan, Xiaochen Sun, Shingo Kihira, Kensuke Kojima, Sara Toffanin, M Isabel Fiel,[...]. Eur Radiol 2017
27
37

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
12

MR Imaging Radiomics Signatures for Predicting the Risk of Breast Cancer Recurrence as Given by Research Versions of MammaPrint, Oncotype DX, and PAM50 Gene Assays.
Hui Li, Yitan Zhu, Elizabeth S Burnside, Karen Drukker, Katherine A Hoadley, Cheng Fan, Suzanne D Conzen, Gary J Whitman, Elizabeth J Sutton, Jose M Net,[...]. Radiology 2016
268
10

Radiogenomics: bridging imaging and genomics.
Zuhir Bodalal, Stefano Trebeschi, Thi Dan Linh Nguyen-Kim, Winnie Schats, Regina Beets-Tan. Abdom Radiol (NY) 2019
86
10

Quantitative MRI radiomics in the prediction of molecular classifications of breast cancer subtypes in the TCGA/TCIA data set.
Hui Li, Yitan Zhu, Elizabeth S Burnside, Erich Huang, Karen Drukker, Katherine A Hoadley, Cheng Fan, Suzanne D Conzen, Margarita Zuley, Jose M Net,[...]. NPJ Breast Cancer 2016
184
9


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
9


The 2016 World Health Organization Classification of Tumors of the Central Nervous System: a summary.
David N Louis, Arie Perry, Guido Reifenberger, Andreas von Deimling, Dominique Figarella-Branger, Webster K Cavenee, Hiroko Ohgaki, Otmar D Wiestler, Paul Kleihues, David W Ellison. Acta Neuropathol 2016
9

Can Current Preoperative Imaging Be Used to Detect Microvascular Invasion of Hepatocellular Carcinoma?
Matteo Renzulli, Stefano Brocchi, Alessandro Cucchetti, Federico Mazzotti, Cristina Mosconi, Camilla Sportoletti, Giovanni Brandi, Antonio Daniele Pinna, Rita Golfieri. Radiology 2016
168
9

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
189
9

Radiogenomics of clear cell renal cell carcinoma: associations between CT imaging features and mutations.
Christoph A Karlo, Pier Luigi Di Paolo, Joshua Chaim, A Ari Hakimi, Irina Ostrovnaya, Paul Russo, Hedvig Hricak, Robert Motzer, James J Hsieh, Oguz Akin. Radiology 2014
167
9

Radiogenomic analysis of breast cancer: luminal B molecular subtype is associated with enhancement dynamics at MR imaging.
Maciej A Mazurowski, Jing Zhang, Lars J Grimm, Sora C Yoon, James I Silber. Radiology 2014
143
8


CT-based radiomics signature: a potential biomarker for preoperative prediction of early recurrence in hepatocellular carcinoma.
Ying Zhou, Lan He, Yanqi Huang, Shuting Chen, Penqi Wu, Weitao Ye, Zaiyi Liu, Changhong Liang. Abdom Radiol (NY) 2017
117
8

Precision Medicine and Radiogenomics in Breast Cancer: New Approaches toward Diagnosis and Treatment.
Katja Pinker, Joanne Chin, Amy N Melsaether, Elizabeth A Morris, Linda Moy. Radiology 2018
111
8

Deep learning.
Yann LeCun, Yoshua Bengio, Geoffrey Hinton. Nature 2015
8

Combining molecular and imaging metrics in cancer: radiogenomics.
Roberto Lo Gullo, Isaac Daimiel, Elizabeth A Morris, Katja Pinker. Insights Imaging 2020
50
14

Radiogenomic Analysis of Oncological Data: A Technical Survey.
Mariarosaria Incoronato, Marco Aiello, Teresa Infante, Carlo Cavaliere, Anna Maria Grimaldi, Peppino Mirabelli, Serena Monti, Marco Salvatore. Int J Mol Sci 2017
59
10


Breast cancer subtype intertumor heterogeneity: MRI-based features predict results of a genomic assay.
Elizabeth J Sutton, Jung Hun Oh, Brittany Z Dashevsky, Harini Veeraraghavan, Aditya P Apte, Sunitha B Thakur, Joseph O Deasy, Elizabeth A Morris. J Magn Reson Imaging 2015
86
7

Applications and limitations of radiomics.
Stephen S F Yip, Hugo J W L Aerts. Phys Med Biol 2016
494
7

Identification of noninvasive imaging surrogates for brain tumor gene-expression modules.
Maximilian Diehn, Christine Nardini, David S Wang, Susan McGovern, Mahesh Jayaraman, Yu Liang, Kenneth Aldape, Soonmee Cha, Michael D Kuo. Proc Natl Acad Sci U S A 2008
309
7

Association of multiparametric MRI quantitative imaging features with prostate cancer gene expression in MRI-targeted prostate biopsies.
Radka Stoyanova, Alan Pollack, Mandeep Takhar, Charles Lynne, Nestor Parra, Lucia L C Lam, Mohammed Alshalalfa, Christine Buerki, Rosa Castillo, Merce Jorda,[...]. Oncotarget 2016
69
8

Radiogenomic analysis of breast cancer using MRI: a preliminary study to define the landscape.
Shota Yamamoto, Daniel D Maki, Ronald L Korn, Michael D Kuo. AJR Am J Roentgenol 2012
104
7

Artificial intelligence in radiology.
Ahmed Hosny, Chintan Parmar, John Quackenbush, Lawrence H Schwartz, Hugo J W L Aerts. Nat Rev Cancer 2018
724
7

Radiogenomic mapping of edema/cellular invasion MRI-phenotypes in glioblastoma multiforme.
Pascal O Zinn, Bhanu Mahajan, Pratheesh Sathyan, Sanjay K Singh, Sadhan Majumder, Ferenc A Jolesz, Rivka R Colen. PLoS One 2011
191
7

Comprehensive, Integrative Genomic Analysis of Diffuse Lower-Grade Gliomas.
Daniel J Brat, Roel G W Verhaak, Kenneth D Aldape, W K Alfred Yung, Sofie R Salama, Lee A D Cooper, Esther Rheinbay, C Ryan Miller, Mark Vitucci, Olena Morozova,[...]. N Engl J Med 2015
7

MR imaging predictors of molecular profile and survival: multi-institutional study of the TCGA glioblastoma data set.
David A Gutman, Lee A D Cooper, Scott N Hwang, Chad A Holder, Jingjing Gao, Tarun D Aurora, William D Dunn, Lisa Scarpace, Tom Mikkelsen, Rajan Jain,[...]. Radiology 2013
269
7

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

Non-invasive tumor genotyping using radiogenomic biomarkers, a systematic review and oncology-wide pathway analysis.
Robin W Jansen, Paul van Amstel, Roland M Martens, Irsan E Kooi, Pieter Wesseling, Adrianus J de Langen, Catharina W Menke-Van der Houven van Oordt, Bernard H E Jansen, Annette C Moll, Josephine C Dorsman,[...]. Oncotarget 2018
29
20

Radiogenomics correlation between MR imaging features and major genetic profiles in glioblastoma.
Eun Kyoung Hong, Seung Hong Choi, Dong Jae Shin, Sang Won Jo, Roh-Eul Yoo, Koung Mi Kang, Tae Jin Yun, Ji-Hoon Kim, Chul-Ho Sohn, Sung-Hye Park,[...]. Eur Radiol 2018
39
15

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
7

In vivo evaluation of EGFRvIII mutation in primary glioblastoma patients via complex multiparametric MRI signature.
Hamed Akbari, Spyridon Bakas, Jared M Pisapia, MacLean P Nasrallah, Martin Rozycki, Maria Martinez-Lage, Jennifer J D Morrissette, Nadia Dahmane, Donald M O'Rourke, Christos Davatzikos. Neuro Oncol 2018
60
10

Multiregional radiomics features from multiparametric MRI for prediction of MGMT methylation status in glioblastoma multiforme: A multicentre study.
Zhi-Cheng Li, Hongmin Bai, Qiuchang Sun, Qihua Li, Lei Liu, Yan Zou, Yinsheng Chen, Chaofeng Liang, Hairong Zheng. Eur Radiol 2018
77
7

Deep-Learning Convolutional Neural Networks Accurately Classify Genetic Mutations in Gliomas.
P Chang, J Grinband, B D Weinberg, M Bardis, M Khy, G Cadena, M-Y Su, S Cha, C G Filippi, D Bota,[...]. AJNR Am J Neuroradiol 2018
166
7


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
808
7

Quantitative imaging in cancer evolution and ecology.
Robert A Gatenby, Olya Grove, Robert J Gillies. Radiology 2013
237
6

Intratumoral heterogeneity of the distribution of kinetic parameters in breast cancer: comparison based on the molecular subtypes of invasive breast cancer.
Ken Yamaguchi, Hiroyuki Abe, Gillian M Newstead, Ryoko Egashira, Takahiko Nakazono, Takeshi Imaizumi, Hiroyuki Irie. Breast Cancer 2015
44
11

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
256
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.