Robert J. Gillies

80.9k total citations · 22 hit papers
515 papers, 57.0k citations indexed

About

Robert J. Gillies is a scholar working on Radiology, Nuclear Medicine and Imaging, Molecular Biology and Cancer Research. According to data from OpenAlex, Robert J. Gillies has authored 515 papers receiving a total of 57.0k indexed citations (citations by other indexed papers that have themselves been cited), including 226 papers in Radiology, Nuclear Medicine and Imaging, 181 papers in Molecular Biology and 126 papers in Cancer Research. Recurrent topics in Robert J. Gillies's work include Radiomics and Machine Learning in Medical Imaging (138 papers), Cancer, Hypoxia, and Metabolism (93 papers) and Lung Cancer Diagnosis and Treatment (66 papers). Robert J. Gillies is often cited by papers focused on Radiomics and Machine Learning in Medical Imaging (138 papers), Cancer, Hypoxia, and Metabolism (93 papers) and Lung Cancer Diagnosis and Treatment (66 papers). Robert J. Gillies collaborates with scholars based in United States, China and Australia. Robert J. Gillies's co-authors include Robert A. Gatenby, Paul E. Kinahan, Hedvig Hricak, Hugo J.W.L. Aerts, André Dekker, Natarajan Raghunand, Philippe Lambin, Ralph T. H. Leijenaar, Sara Carvalho and Jonathan W. Wojtkowiak and has published in prestigious journals such as Science, Cell and Proceedings of the National Academy of Sciences.

In The Last Decade

Robert J. Gillies

513 papers receiving 56.1k citations

Hit Papers

5 papers align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

Radiomics: Images Are More than Pictures, They Are Data

2015 5.8k citations Robert J. Gillies et al. profile →
Radiomics: Extracting more information from medical images using advanced feature analysis

2012 4.1k citations Robert J. Gillies, Hugo J.W.L. Aerts et al. profile →
Why do cancers have high aerobic glycolysis?

2004 3.9k citations Robert A. Gatenby, Robert J. Gillies profile →
Decoding tumour phenotype by noninvasive imaging using a quantitative radiomics approach

2014 3.6k citations Hugo J.W.L. Aerts, Emmanuel Rios Velazquez et al. profile →
Radiomics: the process and the challenges

2012 1.7k citations Virendra Kumar, Steven A. Eschrich et al. profile →
Artificial intelligence in cancer imaging: Clinical challenges and applications

2019 1.2k citations Matthew B. Schabath, Raymond H. Mak et al. profile →
Acidity Generated by the Tumor Microenvironment Drives Local Invasion

2013 1.1k citations Verónica Estrella, Tingan Chen et al. Cancer Research profile →
Acid-Mediated Tumor Invasion: a Multidisciplinary Study

2006 599 citations Robert A. Gatenby, Robert J. Gillies et al. Cancer Research profile →
Determination of cell number in monolayer cultures

1986 593 citations Robert J. Gillies et al. profile →
Repeatability and Reproducibility of Radiomic Features: A Systematic Review

2018 588 citations Robert J. Gillies et al. profile →
A microenvironmental model of carcinogenesis

2007 565 citations Robert A. Gatenby, Robert J. Gillies profile →
Adaptive Therapy

2009 557 citations Robert A. Gatenby, Ariosto S. Silva et al. Cancer Research profile →
Bicarbonate Increases Tumor pH and Inhibits Spontaneous Metastases

2009 524 citations Ian Robey, Brenda Baggett et al. Cancer Research profile →
Tumor pH and Its Measurement

2010 522 citations Robert J. Gillies et al. profile →
Evolutionary dynamics of carcinogenesis and why targeted therapy does not work

2012 497 citations Robert J. Gillies, Robert A. Gatenby et al. profile →
Neutralization of Tumor Acidity Improves Antitumor Responses to Immunotherapy

2016 468 citations Shari Pilon‐Thomas, Krithika N. Kodumudi et al. Cancer Research profile →
Intrinsic dependencies of CT radiomic features on voxel size and number of gray levels

2017 444 citations Yoganand Balagurunathan, Mahmoud A. Abdalah et al. profile →
Deep learning for lung cancer prognostication: A retrospective multi-cohort radiomics study

2018 398 citations Chintan Parmar, Thibaud Coroller et al. profile →
The Biological Meaning of Radiomic Features

2021 358 citations Robert J. Gillies et al. profile →
The effect of SUV discretization in quantitative FDG-PET Radiomics: the need for standardized methodology in tumor texture analysis

2015 327 citations Hugo J.W.L. Aerts, Robert J. Gillies et al. profile →
The role of carbonic anhydrase IX in cancer development: links to hypoxia, acidosis, and beyond

2019 313 citations Robert J. Gillies et al. profile →
Somatic Mutations Drive Distinct Imaging Phenotypes in Lung Cancer

2017 304 citations Emmanuel Rios Velazquez, Chintan Parmar et al. Cancer Research profile →

Peers

Countries citing papers authored by Robert J. Gillies

Since Specialization

Citations

This map shows the geographic impact of Robert J. Gillies's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Robert J. Gillies with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Robert J. Gillies more than expected).

Fields of papers citing papers by Robert J. Gillies

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Robert J. Gillies. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Robert J. Gillies. The network helps show where Robert J. Gillies may publish in the future.

Co-authorship network of co-authors of Robert J. Gillies

This figure shows the co-authorship network connecting the top 25 collaborators of Robert J. Gillies. A scholar is included among the top collaborators of Robert J. Gillies based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Robert J. Gillies. Robert J. Gillies is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

Sort: Min cites: Since: Top N: Style:

20 of 20 papers shown

#	Work	Indexed citations
1	The harsh microenvironment in early breast cancer selects for a Warburg phenotype 2021 ·Proceedings of the National Academy of Sciences ·Mehdi Damaghi, Jeffrey West, Mark Robertson‐Tessi, Liping Xu, Meghan C. Ferrall‐Fairbanks, Paul A. Stewart, Erez Persi, Brooke L. Fridley, Philipp M. Altrock, Robert A. Gatenby, Peter A. Sims, Alexander R.A. Anderson, Robert J. Gillies	91
2	Hypoxia-Related Radiomics and Immunotherapy Response: A Multicohort Study of Non-Small Cell Lung Cancer 2021 ·JNCI Cancer Spectrum ·Ilke Tunali, Yan Tan, Jhanelle E. Gray, Evangelia Katsoulakis, Steven A. Eschrich, James J. Saller, Hugo J.W.L. Aerts, Theresa A. Boyle, Jin Qi, Albert Güveniş, Robert J. Gillies, Matthew B. Schabath	31
3	Collagen production and niche engineering: A novel strategy for cancer cells to survive acidosis in DCIS and evolve 2020 ·Evolutionary Applications ·Mehdi Damaghi, Hidetoshi Mori, (unknown), Liping Xu, Tingan Chen, Joseph Johnson, Nathan D. Gallant, Andriy Marusyk, Alexander D. Borowsky, Robert J. Gillies	15
4	Multiparametric MRI and Coregistered Histology Identify Tumor Habitats in Breast Cancer Mouse Models 2019 ·Cancer Research ·Bruna V. Jardim‐Perassi, Su-Ning Huang, William Dominguez‐Viqueira, Jan Poleszczuk, Mikalai M. Budzevich, Mahmoud A. Abdalah, Smitha Pillai, Epifanio Ruiz, Marilyn M. Bui, Débora Aparecida Pires de Campos Zuccari, Robert J. Gillies, Gary V. Martinez	66
5	Metabolic and Physiologic Imaging Biomarkers of the Tumor Microenvironment Predict Treatment Outcome with Radiation or a Hypoxia-Activated Prodrug in Mice 2018 ·Cancer Research ·Shingo Matsumoto, Shun Kishimoto, Keita Saito, Yoichi Takakusagi, Jeeva Munasinghe, Nallathamby Devasahayam, Charles P. Hart, Robert J. Gillies, James B. Mitchell, Murali C. Krishna	34
6	Defining Cancer Subpopulations by Adaptive Strategies Rather Than Molecular Properties Provides Novel Insights into Intratumoral Evolution 2017 ·Cancer Research ·Arig Ibrahim‐Hashim, Mark Robertson‐Tessi, Pedro M. Enríquez‐Navas, Mehdi Damaghi, Yoganand Balagurunathan, Jonathan W. Wojtkowiak, Shonagh Russell, Yoonseok Kam, Mark C. Lloyd, Marilyn M. Bui, Joel S. Brown, Alexander R.A. Anderson, Robert J. Gillies, Robert A. Gatenby	89
7	Somatic Mutations Drive Distinct Imaging Phenotypes in Lung Cancer breakdown → 2017 ·Cancer Research ·Emmanuel Rios Velazquez, Chintan Parmar, Ying Liu, Thibaud Coroller, Gisele Cruz, Olya Stringfield, Zhaoxiang Ye, Mike Makrigiorgos, Fiona Fennessy, Raymond H. Mak, Robert J. Gillies, John Quackenbush, Hugo J.W.L. Aerts	304
8	Neutralization of Tumor Acidity Improves Antitumor Responses to Immunotherapy breakdown → 2016 ·Cancer Research ·Shari Pilon‐Thomas, Krithika N. Kodumudi, Asmaa El-Kenawi, Shonagh Russell, Amy Weber, Kimberly A. Luddy, Mehdi Damaghi, Jonathan W. Wojtkowiak, James J. Mulé, Arig Ibrahim‐Hashim, Robert J. Gillies	468
9	Impact of Metabolic Heterogeneity on Tumor Growth, Invasion, and Treatment Outcomes 2015 ·Cancer Research ·Mark Robertson‐Tessi, Robert J. Gillies, Robert A. Gatenby, Alexander R.A. Anderson	211
10	Therapeutic Targeting of the Warburg Effect in Pancreatic Cancer Relies on an Absence of p53 Function 2015 ·Cancer Research ·N.V. Rajeshkumar, Prasanta Dutta, Shinichi Yabuuchi, Roeland F. de Wilde, Gary V. Martinez, Anne Le, Jurre J. Kamphorst, Joshua D. Rabinowitz, Sanjay K. Jain, Manuel Hidalgo, Chi V. Dang, Robert J. Gillies, Anirban Maitra	119
11	Acidity Generated by the Tumor Microenvironment Drives Local Invasion breakdown → 2013 ·Cancer Research ·Verónica Estrella, Tingan Chen, Mark C. Lloyd, Jonathan W. Wojtkowiak, Heather H. Cornnell, Arig Ibrahim‐Hashim, Kate Bailey, Yoganand Balagurunathan, Jennifer M. Rothberg, Bonnie F. Sloane, Joseph Johnson, Robert A. Gatenby, Robert J. Gillies	1065
12	Chronic Autophagy Is a Cellular Adaptation to Tumor Acidic pH Microenvironments 2012 ·Cancer Research ·Jonathan W. Wojtkowiak, Jennifer M. Rothberg, Virendra Kumar, Karla Schramm, Edward Haller, (unknown), Mark C. Lloyd, Bonnie F. Sloane, Robert J. Gillies	200
13	Evolutionary Approaches to Prolong Progression-Free Survival in Breast Cancer 2012 ·Cancer Research ·Ariosto S. Silva, Yoonseok Kam, (unknown), Susan Minton, Robert J. Gillies, Robert A. Gatenby	111
14	A Mammaglobin-A Targeting Agent for Noninvasive Detection of Breast Cancer Metastasis in Lymph Nodes 2010 ·Cancer Research ·Narges K. Tafreshi, Steven A. Enkemann, Marilyn M. Bui, Mark C. Lloyd, Dominique Abrahams, (unknown), Jongphil Kim, Stephen R. Grobmyer, W. Bradford Carter, Josef Vágner, Robert J. Gillies, David L. Morse	45
15	Adaptive Therapy breakdown → 2009 ·Cancer Research ·Robert A. Gatenby, Ariosto S. Silva, Robert J. Gillies, B. Roy Frieden	557
16	The Potential Role of Systemic Buffers in Reducing Intratumoral Extracellular pH and Acid-Mediated Invasion 2009 ·Cancer Research ·Ariosto S. Silva, José Andrés Yunes, Robert J. Gillies, Robert A. Gatenby	171
17	Enhanced targeting with heterobivalent ligands 2009 ·Molecular Cancer Therapeutics ·Liping Xu, Josef Vágner, J.S. Josan, Ronald M. Lynch, David L. Morse, Brenda Baggett, Haiyong Han, Eugene A. Mash, Victor J. Hruby, Robert J. Gillies	46
18	Responsive MRI Agents for Sensing Metabolism in Vivo 2009 ·Accounts of Chemical Research ·Luis M. De Leon Rodriguez, Angelo Josue M. Lubag, Craig R. Malloy, Gary V. Martinez, Robert J. Gillies, A. Dean Sherry	222
19	Bicarbonate Increases Tumor pH and Inhibits Spontaneous Metastases breakdown → 2009 ·Cancer Research ·Ian Robey, Brenda Baggett, Nathaniel D. Kirkpatrick, Denise J. Roe, Julie Dosescu, Bonnie F. Sloane, Arig Ibrahim Hashim, David L. Morse, Natarajan Raghunand, Robert A. Gatenby, Robert J. Gillies	524
20	Gene expression profiling-based identification of cell-surface targets for developing multimeric ligands in pancreatic cancer 2008 ·Molecular Cancer Therapeutics ·Yoganand Balagurunathan, David L. Morse, Galen Hostetter, Vijayalakshmi Shanmugam, Phillip Stafford, Sonsoles Shack, John V. Pearson, Maria Trissal, Michael J. Demeure, Daniel D. Von Hoff, Victor J. Hruby, Robert J. Gillies, Haiyong Han	20

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

Explore authors with similar magnitude of impact