Matthew Orton

5.2k citations

81 papers · 3.7k indexed · 3 hit papers · h-index 31

Impact in

Radiology, Nuclear Medicine and Imaging top 0.5%
- MRI in cancer diagnosis
- Radiomics and Machine Learning in Medical Imaging
- Advanced Neuroimaging Techniques and Applications
- Advanced MRI Techniques and Applications
- Medical Imaging Techniques and Applications
Hepatology top 5%
- Hepatocellular Carcinoma Treatment and Prognosis

Papers in

Radiology, Nuclear Medicine and Imaging 67
- MRI in cancer diagnosis 52
- Radiomics and Machine Learning in Medical Imaging 37
- Advanced Neuroimaging Techniques and Applications 32
- Advanced MRI Techniques and Applications 27
- Medical Imaging Techniques and Applications 5
Biophysics 4

Co-authors: David J. Collins Dow‐Mu Koh Martin O. Leach Simon Doran WJ Fitzgerald Hoo-Chang Shin Matthew Blackledge James A. d’Arcy
Journals: European Radiology (12 papers)Physics in Medicine and Biology (6 papers)Magnetic Resonance in Medicine (5 papers)Radiology (5 papers)British Journal of Radiology (5 papers)
Partner nations: United Kingdom United States Germany

In The Last Decade

Matthew Orton

80 papers receiving 3.7k citations

Hit Papers

align trajectories log scale

Radiomics in Oncology: A Practical Guide 2021 · 225 citations

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if any of the following hold:

it has ≥500 total citations;
it reaches ≥1.5× the top-1% citation threshold for papers in the same subfield and year (the threshold is the minimum needed to enter the top 1%, not the average within it);
it reaches the top citation threshold in at least one of its specific research topics.

2021 Radiographics
2012 IEEE Transactions on Pattern Analysis and Machine Intelligence
2011 American Journal of Roentgenology

Peers

Countries citing papers authored by Matthew Orton

Since Specialization

Citations

This map shows the geographic impact of Matthew Orton'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 Matthew Orton with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Matthew Orton more than expected).

Fields of papers citing papers by Matthew Orton

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Matthew Orton. 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 Matthew Orton. The network helps show where Matthew Orton may publish in the future.

Co-authors

The 25 scholars most cited alongside Matthew Orton, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with Matthew Orton Line = papers co-authored together Matthew Orton links everyone, so they are left out of the graph.

All Works

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20 of 20 papers shown

#	Work
1	Repeatability of quantitative MR fingerprinting for T1 and T2 measurements of metastatic bone in prostate cancer patients European Radiology ·Mihaela Rata, Matthew Orton, Nina Tunariu, Andra Curcean, 水原由郎, Erica Scurr, Matthew Blackledge, James A. d’Arcy, Yun Jiang, Vikas Gulani, Dow‐Mu Koh	2024	1
2	Clinical application of machine learning models in patients with prostate cancer before prostatectomy Cancer Imaging ·Adalgisa Guerra, Matthew Orton, Helen H. Wang, Chris J. Wood, สุภชัย จันปุ่ม, Nickolas Papanikolaou, Dow‐Mu Koh	2024	6
3	Prediction of extracapsular extension of prostate cancer by MRI radiomic signature: a systematic review Insights into Imaging ·Adalgisa Guerra, Helen H. Wang, Matthew Orton, Chris J. Wood, Nickolas Papanikolaou, Dow‐Mu Koh, Helena Donato, Filipe Caseiro‐Alves	2024	5
4	Interpretability of radiomics models is improved when using feature group selection strategies for predicting molecular and clinical targets in clear-cell renal cell carcinoma: insights from the TRACERx Renal study Cancer Imaging ·Matthew Orton, G. Devos, Simon Doran, Scott T.C. Shepherd, Derfel ap Dafydd, Charlotte Spencer, José I. López, 山川洋右, Francesca Comito, Hannah Warren, Joshua Shur, Christina Messiou, James Larkin, Samra Turajlic, Dow‐Mu Koh	2023	8
5	Deep learning DCE-MRI parameter estimation: Application in pancreatic cancer Medical Image Analysis ·Jessica Lorena Gonzalez Castaneda, Sebastiano Barbieri, Matthew Orton, Remy Klaassen, Hanneke W.M. van Laarhoven, Johannes Crezee, Aart J. Nederveen, Xiantong Zhen, Oliver J. Gurney‐Champion	2022	30
6	Gross tumour volume radiomics for prognostication of recurrence & death following radical radiotherapy for NSCLC npj Precision Oncology ·Sumeet Hindocha, Andrew S. Majewski, I. I. Moiseev, Benjamin Hunter, Т.Б. Плескачева, Merina Ahmed, Kristin McRee Walker, Matthew Orton, Catey Bunce, Matthias Huber, Simon Doran, Shahreen Ahmad, Fiona McDonald, Imogen Locke, Danielle Power, Matthew Blackledge, Richard W. Lee, Eric O. Aboagye	2022	9
7	DCE-MRI is more sensitive than IVIM-DWI for assessing anti-angiogenic treatment-induced changes in colorectal liver metastases Cancer Imaging ·Mihaela Rata, Khurum Khan, David J. Collins, Dow‐Mu Koh, Nina Tunariu, Maria Antonietta Bali, James A. d’Arcy, Jessica Winfield, JEAN MICHEL ZELA OBJAWA, Nicola Valeri, Ian Chau, David Cunningham, Matteo Fassan, Martin O. Leach, Matthew Orton	2021	9
8	“Real-world” radiomics from multi-vendor MRI: an original retrospective study on the prediction of nodal status and disease survival in breast cancer, as an exemplar to promote discussion of the wider issues Cancer Imaging ·Simon Doran, Santosh Kumar, Matthew Orton, James A. d’Arcy, D. J. A. Cockerill, Elizabeth O’Flynn, Naïma Chikhaoui, Kate Downey, Mitch Dowsett, Nicholas C. Turner, Christina Messiou, Dow‐Mu Koh	2021	12
9	Principal component analysis for fast and model-free denoising of multi b-value diffusion-weighted MR images Physics in Medicine and Biology ·Oliver J. Gurney‐Champion, David J. Collins, Andreas Wetscherek, Mihaela Rata, Remy Klaassen, Hanneke W. M. van Laarhoven, Kevin J. Harrington, Uwe Oelfke, Matthew Orton	2019	24
10	Probing structure of normal and malignant prostate tissue before and after radiation therapy with luminal water fraction and diffusion‐weighted MRI Journal of Magnetic Resonance Imaging ·Dominic Carlin, Matthew Orton, David J. Collins, Nandita M. deSouza	2018	7
11	Extended T2-IVIM model for correction of TE dependence of pseudo-diffusion volume fraction in clinical diffusion-weighted magnetic resonance imaging Physics in Medicine and Biology ·Neil P. Jerome, James A. d’Arcy, Thorsten Feiweier, Dow‐Mu Koh, Martin O. Leach, David J. Collins, Matthew Orton	2016	66
12	Modulation of renal oxygenation and perfusion in rat kidney monitored by quantitative diffusion and blood oxygen level dependent magnetic resonance imaging on a clinical 1.5T platform BMC Nephrology ·Neil P. Jerome, Jessica K.R. Boult, Matthew Orton, James A. d’Arcy, David J. Collins, Martin O. Leach, Dow‐Mu Koh, Simon P. Robinson	2016	7
13	Separation of type and grade in cervical tumours using non-mono-exponential models of diffusion-weighted MRI European Radiology ·Jessica Winfield, Matthew Orton, David J. Collins, Thomas Ind, Ayoma D. Attygalle, Steve Hazell, Veronica A. Morgan, Nandita M. deSouza	2016	65
14	Inter- and Intra-Observer Repeatability of Quantitative Whole-Body, Diffusion-Weighted Imaging (WBDWI) in Metastatic Bone Disease PLoS ONE ·Matthew Blackledge, Nina Tunariu, Matthew Orton, Anwar R. Padhani, David J. Collins, Martin O. Leach, Dow‐Mu Koh	2016	39
15	Diffusion-weighted MR imaging of metastatic abdominal and pelvic tumours is sensitive to early changes induced by a VEGF inhibitor using alternative diffusion attenuation models European Radiology ·Matthew Orton, Christina Messiou, David J. Collins, Veronica A. Morgan, Jean Tessier, Helen Young, Nandita M. deSouza, Martin O. Leach	2015	33
16	Demonstration of the reproducibility of free-breathing diffusion-weighted MRI and dynamic contrast enhanced MRI in children with solid tumours: a pilot study European Radiology ·Keiko Miyazaki, Neil P. Jerome, David J. Collins, Matthew Orton, James A. d’Arcy, Toni Wallace, Lucas Moreno, Andrew D.J. Pearson, Lynley V. Marshall, Fernando Carceller, Martin O. Leach, Stergios Zacharoulis, Dow‐Mu Koh	2015	17
17	Dichloroacetate induces autophagy in colorectal cancer cells and tumours British Journal of Cancer ·Gigin Lin, Deborah K. Hill, Gabriela Andrejeva, Jessica K.R. Boult, Helen Troy, Yedige S. Mustafin, Matthew Orton, Rafał Panek, Harold G. Parkes, S. RAMESH, Dow‐Mu Koh, Simon P. Robinson, Ian Judson, John R. Griffiths, Martin O. Leach, Thomas R. Eykyn, 老韦子	2014	65
18	Assessment of Treatment Response by Total Tumor Volume and Global Apparent Diffusion Coefficient Using Diffusion-Weighted MRI in Patients with Metastatic Bone Disease: A Feasibility Study PLoS ONE ·Matthew Blackledge, David J. Collins, Nina Tunariu, Matthew Orton, Anwar R. Padhani, Martin O. Leach, Dow‐Mu Koh	2014	94
19	Neuroendocrine Tumor Liver Metastases: Use of Dynamic Contrast-enhanced MR Imaging to Monitor and Predict Radiolabeled Octreotide Therapy Response Radiology ·Keiko Miyazaki, Matthew Orton, Rob Davidson, James A. d’Arcy, Valerie Lewington, Tong San Koh, Choon Hua Thng, Martin O. Leach, David J. Collins, Dow‐Mu Koh	2012	35
20	Computationally efficient vascular input function models for quantitative kinetic modelling using DCE-MRI Physics in Medicine and Biology ·Matthew Orton, James A. d’Arcy, Simon Walker‐Samuel, David J. Hawkes, David Atkinson, David J. Collins, Martin O. Leach	2008	104

About Matthew Orton

Matthew Orton is a scholar working on Radiology, Nuclear Medicine and Imaging, Biophysics, Orthopedics and Sports Medicine, Pulmonary and Respiratory Medicine and Spectroscopy, having authored 81 papers that have together received 3.7k indexed citations. Recurring topics across this work include MRI in cancer diagnosis (52 papers), Radiomics and Machine Learning in Medical Imaging (37 papers), Advanced Neuroimaging Techniques and Applications (32 papers), Advanced MRI Techniques and Applications (27 papers), Advanced NMR Techniques and Applications (6 papers), Bone and Joint Diseases (6 papers), Medical Imaging Techniques and Applications (5 papers) and Prostate Cancer Diagnosis and Treatment (5 papers). The work is most often cited by research in Radiology, Nuclear Medicine and Imaging (2.6k citations), Hepatology (188 citations), Health Informatics (26 citations), Obstetrics and Gynecology (126 citations) and Artificial Intelligence (511 citations). Matthew Orton has collaborated with scholars based in United Kingdom, United States and Germany. Frequent co-authors include David J. Collins, Dow‐Mu Koh, Martin O. Leach, Simon Doran, WJ Fitzgerald, Hoo-Chang Shin, Matthew Blackledge, James A. d’Arcy, Simon Walker‐Samuel and Nandita M. deSouza. Their work appears in journals such as European Radiology, Physics in Medicine and Biology, Magnetic Resonance in Medicine, Radiology and British Journal of Radiology.

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.

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