Julian Gilbey

1.4k total citations · 1 hit paper
10 papers, 792 citations indexed

About

Julian Gilbey is a scholar working on Discrete Mathematics and Combinatorics, Radiology, Nuclear Medicine and Imaging and Biophysics. According to data from OpenAlex, Julian Gilbey has authored 10 papers receiving a total of 792 indexed citations (citations by other indexed papers that have themselves been cited), including 3 papers in Discrete Mathematics and Combinatorics, 3 papers in Radiology, Nuclear Medicine and Imaging and 3 papers in Biophysics. Recurrent topics in Julian Gilbey's work include Advanced Fluorescence Microscopy Techniques (3 papers), Radiomics and Machine Learning in Medical Imaging (2 papers) and semigroups and automata theory (2 papers). Julian Gilbey is often cited by papers focused on Advanced Fluorescence Microscopy Techniques (3 papers), Radiomics and Machine Learning in Medical Imaging (2 papers) and semigroups and automata theory (2 papers). Julian Gilbey collaborates with scholars based in United Kingdom, United States and Russia. Julian Gilbey's co-authors include Carola‐Bibiane Schönlieb, Effrossyni Gkrania‐Klotsas, Cathal McCague, James H.F. Rudd, Lucian Beer, Zhongzhao Teng, Derek Driggs, Stephan Ursprung, Evis Sala and Jonathan Weir‐McCall and has published in prestigious journals such as Journal of Physics D Applied Physics, Journal of The Royal Society Interface and Discrete Mathematics.

In The Last Decade

Julian Gilbey

9 papers receiving 775 citations

Hit 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.

Common pitfalls and recommendations for using machine learning to detect and prognosticate for COVID-19 using chest radiographs and CT scans

2020 573 citations Michael Roberts, Derek Driggs et al. Research Explorer (The University of Manchester) profile →

Peers

Countries citing papers authored by Julian Gilbey

Since Specialization

Citations

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

Fields of papers citing papers by Julian Gilbey

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Julian Gilbey

This figure shows the co-authorship network connecting the top 25 collaborators of Julian Gilbey. A scholar is included among the top collaborators of Julian Gilbey 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 Julian Gilbey. Julian Gilbey is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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10 of 10 papers shown

#	Work	Indexed citations
1	Stain normalization gives greater generalizability than stain jittering in neural network training for the classification of coeliac disease in duodenal biopsy whole slide images 2023 ·Journal of Pathology Informatics ·(unknown), (unknown), Julian Gilbey, Carola‐Bibiane Schönlieb, Elizabeth J. Soilleux	4
2	Multiple-instance-learning-based detection of coeliac disease in histological whole-slide images 2022 ·Journal of Pathology Informatics ·(unknown), (unknown), (unknown), (unknown), Akshay Sharma, (unknown), (unknown), Gerald Langman, Julian Gilbey, (unknown), Mark J. Arends, Elizabeth J. Soilleux	12
3	Machine learning for COVID-19 detection and prognostication using chest radiographs and CT scans: a systematic methodological review 2020 ·Europe PMC (PubMed Central) ·Michael Roberts, Derek Driggs, (unknown), Julian Gilbey, (unknown), (unknown), (unknown), Christian Etmann, Cathal McCague, Lucian Beer, (unknown), Ziwei Teng, (unknown), Evis Sala, Carola‐Bibiane Schönlieb	10
4	Common pitfalls and recommendations for using machine learning to detect and prognosticate for COVID-19 using chest radiographs and CT scans breakdown → 2020 ·Research Explorer (The University of Manchester) ·Michael Roberts, Derek Driggs, Matthew Thorpe, Julian Gilbey, Michael Yeung, Stephan Ursprung, Angelica I. Avilés-Rivero, Christian Etmann, Cathal McCague, Lucian Beer, Jonathan Weir‐McCall, Zhongzhao Teng, Effrossyni Gkrania‐Klotsas, James H.F. Rudd, Evis Sala, Carola‐Bibiane Schönlieb	573
5	Multiphoton time-domain fluorescence lifetime imaging microscopy: practical application to protein–protein interactions using global analysis 2008 ·Journal of The Royal Society Interface ·Paul R. Barber, Simon Ameer‐Beg, Julian Gilbey, Leo M. Carlin, Matthias Epple, Tony Ng, Borivoj Vojnovic	109
6	Global and pixel kinetic data analysis for FRET detection by multi-photon time-domain FLIM 2005 ·Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE ·Paul R. Barber, Simon Ameer‐Beg, Julian Gilbey, (unknown), (unknown), Borivoj Vojnovic	46
7	Permutation Groups, a Related Algebra and a Conjecture of Cameron 2004 ·Journal of Algebraic Combinatorics ·Julian Gilbey	1
8	Applications of cost-effective spectral imaging microscopy in cancer research 2003 ·Journal of Physics D Applied Physics ·Paul R. Barber, Borivoj Vojnovic, Gary Atkin, Frances Daley, Steven A. Everett, George D. Wilson, Julian Gilbey	20
9	Parking functions, valet functions and priority queues 1999 ·Discrete Mathematics ·Julian Gilbey, (unknown)	6
10	Parking functions, valet functions and priority queues 1999 ·Discrete Mathematics ·Julian Gilbey	11

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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