Derek Magee

Derek Magee

University of Leeds

H-index: 32

Europe-United Kingdom

About Derek Magee

Derek Magee, With an exceptional h-index of 32 and a recent h-index of 21 (since 2020), a distinguished researcher at University of Leeds, specializes in the field of computer vision. artificial intelligence, machine learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

Immune subtyping of melanoma whole slide images using multiple instance learning

The development and evaluation of a convolutional neural network for melanoma detection in whole slide images

Computational methods for metastasis detection in lymph nodes and characterization of the metastasis-free lymph node microarchitecture: A systematic-narrative hybrid review

Image analysis of cutaneous melanoma histology: a systematic review and meta-analysis

City infrastructure ontologies

Automated detection and delineation of lymph nodes in haematoxylin & eosin stained digitised slides

Application of convolutional neural networks to recognise gait abnormalities in dogs.

Tumour infiltrating lymphocytes and survival after adjuvant chemotherapy in patients with gastric cancer: post-hoc analysis of the CLASSIC trial

Derek Magee Information

University

Position

lecturer in computing

Citations(all)

3852

Citations(since 2020)

1614

Cited By

2882

hIndex(all)

32

hIndex(since 2020)

21

i10Index(all)

61

i10Index(since 2020)

33

Email

University Profile Page

University of Leeds

Google Scholar

View Google Scholar Profile

Derek Magee Skills & Research Interests

computer vision. artificial intelligence

machine learning

Top articles of Derek Magee

Title

Journal

Author(s)

Publication Date

Immune subtyping of melanoma whole slide images using multiple instance learning

Medical Image Analysis

Lucy Godson

Navid Alemi

Jérémie Nsengimana

Graham P Cook

Emily L Clarke

...

2024/4/1

The development and evaluation of a convolutional neural network for melanoma detection in whole slide images

Cancer Research

Emily L Clarke

Derek Magee

Julia Newton-Bishop

William Merchant

Marlous Hall

...

2024/3/22

Computational methods for metastasis detection in lymph nodes and characterization of the metastasis-free lymph node microarchitecture: A systematic-narrative hybrid review

Elzbieta Budginaite

Derek R Magee

Maximillian Kloft

Henry C Woodruff

Heike I Grabsch

2024/2/4

Image analysis of cutaneous melanoma histology: a systematic review and meta-analysis

Emily L Clarke

Ryckie G Wade

Derek Magee

Julia Newton-Bishop

Darren Treanor

2023/3/23

City infrastructure ontologies

Computers, Environment and Urban Systems

Heshan Du

Lijun Wei

Vania Dimitrova

Derek Magee

Barry Clarke

...

2023/9/1

Automated detection and delineation of lymph nodes in haematoxylin & eosin stained digitised slides

Journal of Pathology Informatics

Manon Beuque

Derek R Magee

Avishek Chatterjee

Henry C Woodruff

Ruth E Langley

...

2023/1/1

Application of convolutional neural networks to recognise gait abnormalities in dogs.

Tsutomu Inamoto

Yoshinobu Higami

2019/6/23

Tumour infiltrating lymphocytes and survival after adjuvant chemotherapy in patients with gastric cancer: post-hoc analysis of the CLASSIC trial

British Journal of Cancer

Drolaiz HW Liu

Young-Woo Kim

Nina Sefcovicova

Jon P Laye

Lindsay C Hewitt

...

2023/6/29

Completing the view–histologic insights from circular AAA specimen including 3D imaging: A methodologic approach towards histologic analysis of circumferential AAA samples

Diagnostic pathology

Anna-Leonie Menges

Maja Nackenhorst

Johannes R Müller

Marie-Luise Engl

Renate Hegenloh

...

2023/6/12

The clinical importance of the host anti-tumour reaction patterns in regional tumour draining lymph nodes in patients with locally advanced resectable gastric cancer: a …

Elzbieta Budginaite

Maximilian Kloft

Sander MJ van Kuijk

Pedro A Canao

Loes FS Kooreman

...

2023/11

SO-9 The relationship between primary tumour-infiltrating immune cells and immune activation status of tumour draining lymph nodes in oesophageal cancer patients–results from …

Annals of Oncology

M Kloft

W Allum

D Cunningham

R Langley

M Nankivell

...

2023/6/1

Multi-level Graph Representations of Melanoma Whole Slide Images for Identifying Immune Subgroups

Lucy Godson

Navid Alemi

Jérémie Nsengimana

Graham P Cook

Emily L Clarke

...

2023/10/8

Using Hierarchically Connected Nodes and Multiple GNN Message Passing Steps to Increase the Contextual Information in Cell-Graph Classification

Joe Sims

Heike I Grabsch

Derek Magee

2022/9/18

SO-10 The prognostic role of microarchitecture in tumour-positive lymph nodes in oesophageal cancer patients: Results from the UK MRC OE02 trial

Annals of Oncology

M Kloft

M Nankivell

D Cunningham

W Allum

R Langley

...

2022/6/1

SO-6 Microarchitectural changes in regional lymph nodes after chemotherapy in oesophageal cancer: Results from the UK MRC OE02 trial

Annals of Oncology

M Kloft

I Samarska

M Nankivell

D Cunningham

W Allum

...

2021/7/1

A decision support system for urban infrastructure inter-asset management employing domain ontologies and qualitative uncertainty-based reasoning

Expert Systems with Applications

Lijun Wei

Heshan Du

Quratul-ain Mahesar

Kareem Al Ammari

Derek R Magee

...

2020/11/15

Large negative lymph nodes–a surrogate for immune activation in rectal cancer patients?

Pathology-Research and Practice

JE Ruisch

M Kloft

GE Fazzi

J Melenhorst

DR Magee

...

2020/9/1

3D mapping from partial observations: An application to utility mapping

Automation in Construction

Qingxu Dou

Zhiyuan Lin

Derek R Magee

Anthony G Cohn

2020/9/1

Histological 3D reconstruction and in vivo lineage tracing of the human endometrium

The Journal of pathology

Nicola Tempest

Marnix Jansen

Ann‐Marie Baker

Christopher J Hill

Mike Hale

...

2020/8

The role of the longitudinal muscle in the anal sphincter complex: implications for the intersphincteric plane in low rectal cancer surgery?

Clinical Anatomy

Anne C Kraima

Nicholas P West

Nicholas Roberts

Derek R Magee

Noeska N Smit

...

2020/5

See List of Professors in Derek Magee University(University of Leeds)

Co-Authors

H-index: 194
Andrew Zisserman

Andrew Zisserman

University of Oxford

H-index: 107
Dennis McGonagle PhD FRCPI

Dennis McGonagle PhD FRCPI

University of Leeds

H-index: 84
Michael Jerosch-Herold

Michael Jerosch-Herold

Harvard University

H-index: 58
Valerie Speirs

Valerie Speirs

University of Aberdeen

H-index: 58
Anthony (Tony) G Cohn

Anthony (Tony) G Cohn

University of Leeds

H-index: 57
David L. Buckley

David L. Buckley

University of Leeds

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