David J. Collins

15.1k citations

161 papers · 9.8k indexed · 3 hit papers · h-index 48

Impact in

Radiology, Nuclear Medicine and Imaging top 0.05%
- MRI in cancer diagnosis
- Radiomics and Machine Learning in Medical Imaging
- Advanced MRI Techniques and Applications
- Advanced Neuroimaging Techniques and Applications
- Medical Imaging Techniques and Applications
Hepatology top 1%
- Hepatocellular Carcinoma Treatment and Prognosis

Papers in

Radiology, Nuclear Medicine and Imaging 140
- MRI in cancer diagnosis 107
- Radiomics and Machine Learning in Medical Imaging 63
- Advanced MRI Techniques and Applications 59
- Advanced Neuroimaging Techniques and Applications 49
- Medical Imaging Techniques and Applications 22
Orthopedics and Sports Medicine 19
- Bone and Joint Diseases 19

Co-authors: Dow‐Mu Koh Martin O. Leach Anwar R. Padhani Matthew Orton Nandita M. deSouza Matthew Blackledge James A. d’Arcy Christina Messiou
Journals: European Radiology (21 papers)Radiology (14 papers)Physics in Medicine and Biology (12 papers)Journal of Magnetic Resonance Imaging (11 papers)British Journal of Radiology (9 papers)
Partner nations: United Kingdom United States Germany

In The Last Decade

David J. Collins

160 papers receiving 9.6k citations

Hit Papers

align trajectories log scale

Stacked Autoencoders for Unsupervised Feature Learning and Multiple Organ Detection in a Pilot Study Using 4D Patient Data 2012 · 372 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.

2012 IEEE Transactions on Pattern Analysis and Machine Intelligence
2011 American Journal of Roentgenology
2007 American Journal of Roentgenology

Peers

Countries citing papers authored by David J. Collins

Since Specialization

Citations

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

Fields of papers citing papers by David J. Collins

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by David J. Collins. 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 David J. Collins. The network helps show where David J. Collins may publish in the future.

Co-authors

The 25 scholars most cited alongside David J. Collins, 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 David J. Collins Line = papers co-authored together David J. Collins links everyone, so they are left out of the graph.

All Works

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20 of 20 papers shown

#	Work
1	Accelerating Whole-Body Diffusion-weighted MRI with Deep Learning–based Denoising Image Filters Radiology Artificial Intelligence ·Gail Higginbottom, Nina Tunariu, Andra Curcean, Christina Messiou, Chang Bing-lo, David J. Collins, 水原由郎, Yann Jamin, Dow‐Mu Koh, Matthew Blackledge	2021	21
2	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
3	Diffusion-weighted MRI in Advanced Epithelial Ovarian Cancer: Apparent Diffusion Coefficient as a Response Marker Radiology ·Jessica Winfield, Luo Haiyu, David Dolling, Marcia Hall, Susan Freeman, James D. Brenton, Jennifer Jooyoun Kim, Erika Pace, Andrew N. Priest, Rebecca Quest, N. Jane Taylor, Hani Gabra, Terry S Brush, David J. Collins, Susana Banerjee, Emma Hall, Nandita M. deSouza	2019	24
4	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
5	Guidelines for Acquisition, Interpretation, and Reporting of Whole-Body MRI in Myeloma: Myeloma Response Assessment and Diagnosis System (MY-RADS) Radiology ·Christina Messiou, Jens Hillengaß, Stefan Delorme, Frédéric Lecouvet, Lia A. Moulopoulos, David J. Collins, Matthew Blackledge, Niels Abildgaard, Brian Østergaard, Heinz-Peter Schlemmer, Ola Landgren, Jon Thor Asmussen, Martin Kaiser, Anwar R. Padhani	2019	218
6	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
7	Reproducibility of the lung anatomy under Active Breathing Coordinator control: Dosimetric consequences for scanned proton treatments. Lirias (KU Leuven) ·Marziyeh Rasuli, R.G.J. Kierkels, (unknown), Artūrs Meijers, (unknown), Martin O. Leach, David J. Collins, Johannes A. Langendijk, Antje Knopf	2017	9
8	P2.05-042 Development of Thoracic Magnetic Resonance Imaging (MRI) for Radiotherapy Planning Journal of Thoracic Oncology ·Sonia Baker, Andreas Wetscherek, C. Eccles, David J. Collins, Erica Scurr, Martin O. Leach, Dow‐Mu Koh, Fiona McDonald	2017	1
9	A generalized framework unifying image registration and respiratory motion models and incorporating image reconstruction, for partial image data or full images Physics in Medicine and Biology ·Jamie R. McClelland, Marc Modat, Simon Arridge, Helen Grimes, D. D’Souza, David H. Thomas, Desif Upix, Daniel A. Low, Evangelia Kaza, David J. Collins, Martin O. Leach, David J. Hawkes	2017	39
10	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
11	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
12	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
13	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
14	Response evaluation in mesothelioma: Beyond RECIST Lung Cancer ·Lin Cheng, Nina Tunariu, David J. Collins, Matthew Blackledge, Angela M. Riddell, Martin O. Leach, Sanjay Popat, Dow‐Mu Koh	2015	20
15	Multicentre imaging measurements for oncology and in the brain British Journal of Radiology ·Paul S. Tofts, David J. Collins	2011	30
16	Reproducibility and changes in the apparent diffusion coefficients of solid tumours treated with combretastatin A4 phosphate and bevacizumab in a two-centre phase I clinical trial European Radiology ·Dow‐Mu Koh, Matthew Blackledge, David J. Collins, Anwar R. Padhani, Toni Wallace, Adélie Vande Berg, N. Jane Taylor, James Stirling, Rajesh Kumar Sinha, Marika Rasa, Martin O. Leach, Ian Judson, Paul Nathan	2009	140
17	Quantitative mapping of hepatic perfusion index using MR imaging: a potential reproducible tool for assessing tumour response to treatment with the antiangiogenic compound BIBF 1120, a potent triple angiokinase inhibitor European Radiology ·Keiko Miyazaki, David J. Collins, Simon Walker‐Samuel, N. Jane Taylor, Anwar R. Padhani, Martin O. Leach, Dow‐Mu Koh	2008	31
18	Diffusion-Weighted MRI in the Body: Applications and Challenges in Oncology American Journal of Roentgenology ·Dow‐Mu Koh, David J. Collins Hit paper breakdown →	2007	1556
19	Colorectal hepatic metastases: quantitative measurements using single-shot echo-planar diffusion-weighted MR imaging European Radiology ·Dow‐Mu Koh, Erica Scurr, David J. Collins, MIENT JAN FABER AND MARY KALDOR, Baris Kanber, N D Karanjia, Gina Brown, Martin O. Leach, Janet E. Husband	2006	103
20	Quantitative assessment of the hepatic pharmacokinetics of the antimicrobial sitafloxacin in humans using in vivo¹⁹F magnetic resonance spectroscopy British Journal of Clinical Pharmacology ·Geoffrey S. Payne, David J. Collins, 潘玫均, G. P. Mould, Philip S. Murphy, A S K Dzik-Jurasz, Preminda Kessar, Rimbert Cl, Masayuki Yamaguchi, Aira Uusimäki, Martin O. Leach	2004	13

About David J. Collins

David J. Collins is a scholar working on Radiology, Nuclear Medicine and Imaging, Orthopedics and Sports Medicine, Hepatology, Radiation and Reproductive Medicine, having authored 161 papers that have together received 9.8k indexed citations. Recurring topics across this work include MRI in cancer diagnosis (107 papers), Radiomics and Machine Learning in Medical Imaging (63 papers), Advanced MRI Techniques and Applications (59 papers), Advanced Neuroimaging Techniques and Applications (49 papers), Medical Imaging Techniques and Applications (22 papers), Bone and Joint Diseases (19 papers), Hepatocellular Carcinoma Treatment and Prognosis (13 papers) and Advanced Radiotherapy Techniques (9 papers). The work is most often cited by research in Radiology, Nuclear Medicine and Imaging (7.4k citations), Hepatology (793 citations), Orthopedics and Sports Medicine (694 citations), Pulmonary and Respiratory Medicine (1.7k citations) and Obstetrics and Gynecology (411 citations). David J. Collins has collaborated with scholars based in United Kingdom, United States and Germany. Frequent co-authors include Dow‐Mu Koh, Martin O. Leach, Anwar R. Padhani, Matthew Orton, Nandita M. deSouza, Matthew Blackledge, James A. d’Arcy, Christina Messiou, Veronica A. Morgan and N. Jane Taylor. Their work appears in journals such as European Radiology, Radiology, Physics in Medicine and Biology, Journal of Magnetic Resonance Imaging 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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