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Deep generative classification of blood cell morphology · Peerford

Article · Journal · 2025

Deep generative classification of blood cell morphology

Simon Deltadahl, Julian Gilbey, Christine Van Laer, Nancy Boeckx, Mathie P. G. Leers, Tanya Freeman and 30 more

Nature Machine Intelligence

Open access · Hybrid
World top 10%
International · 7 countries

Read it 10.1038/s42256-025-01122-7

Citations: 13from other works
Field-weighted impact: 5.101.00 is the world average for its field and year
Among its field: Top 10%by citations, against works of its field and year
Authors: 36from 22 institutions

Authors

36 authors across 22 institutions in 7 countries

Simon DeltadahlFirst author
Julian Gilbey
Christine Van Laer
- University of Ghana (GH)
- West African Centre for Cell Biology of Infectious Pathogens (GH)
Nancy Boeckx
Mathie P. G. Leers
Tanya Freeman
Laura Aiken
Timothy Farren
Matthew Smith
Mohamad Zeina

Stephen MacDonald

Daniel Gleghorn

Folkert Asselbergs

Sophie Williams

Yvonne Henskens

Umberto D'Alessandro

MRC Unit the Gambia (GM)

as printed: Umberto D’Alessandro

MRC Unit the Gambia (GM)

MRC Unit the Gambia (GM)

Gordon A. Awandare

University of Ghana (GH)
West African Centre for Cell Biology of Infectious Pathogens (GH)

Kwabena Amofa Nketia Sarpong

University of Ghana (GH)
West African Centre for Cell Biology of Infectious Pathogens (GH)

as printed: Kwabena Sarpong

Lucas Amenga–Etego

University of Ghana (GH)
West African Centre for Cell Biology of Infectious Pathogens (GH)

as printed: Lucas Amenga-Etego

Willem H. Ouwehand

James H. F. Rudd

Concetta Piazzese

Nicholas Gleadall

Carola-Bibiane Schönlieb

Suthesh Sivapalaratnam

Michael RobertsCorresponding

Parashkev NachevSenior authorCorresponding

Funded by

Barts Charity
Barts Health NHS Trust
British Heart Foundation
Cambridge University Hospitals
Engineering and Physical Sciences Research Council
Leverhulme Trust
National Institute for Health and Care Research
NIHR Cambridge Biomedical Research Centre
Trinity Challenge
University College London
University of Cambridge
Wellcome Trust

Countries on it

Belgium
United Kingdom
Ghana
Gambia
India
Netherlands
Singapore

Also on it

Amsterdam University Medical Centershealthcare · NL
Apollo Hospitalshealthcare · IN
Barts Health NHS Trusthealthcare · GB
Cambridge University Hospitals NHS Foundation Trustfunder · GB
Health Sciences Authoritygovernment · SG
KU Leuveneducation · BE
London School of Hygiene & Tropical Medicineeducation · GB
Maastricht University Medical Centrefunder · NL
Open University of the Netherlandseducation · NL
Queen Mary University of Londoneducation · GB
Royal London Hospitalhealthcare · GB
St George’s University Hospitals NHS Foundation Trusthealthcare · GB
UCL Queen Square Institute of Neurologyeducation · GB
Universitair Ziekenhuis Leuvenhealthcare · BE
University College Hospitalhealthcare · GB
University College Londoneducation · GB
University of Cambridgeeducation · GB
Vrije Universiteit Amsterdameducation · NL
Zuyderland Medisch Centrumhealthcare · NL

Fields

A work can sit in several, each with a score

Digital Imaging for Blood DiseasesTopic
AI in cancer detectionTopic
Digital Holography and MicroscopyTopic