Rapid diagnosis of hereditary haemolytic anaemias using automated rheoscopy and supervised machine learning

Pedro L Moura; Johannes G G Dobbe; Geert J Streekstra; Minke A E Rab; Martijn Veldthuis; Elisa Fermo; Richard van Wijk; Rob van Zwieten; Paola Bianchi; Ashley M Toye; Timothy J Satchwell

doi:10.1111/bjh.16868

Rapid diagnosis of hereditary haemolytic anaemias using automated rheoscopy and supervised machine learning

Pedro L Moura, Johannes G G Dobbe, Geert J Streekstra, Minke A E Rab, Martijn Veldthuis, Elisa Fermo, Richard van Wijk, Rob van Zwieten, Paola Bianchi, Ashley M Toye^*, Timothy J Satchwell^*

^*Corresponding author for this work

Research output: Contribution to journal › Letter › Academic › peer-review

Original language	English
Pages (from-to)	e250-e255
Journal	British Journal of Haematology
Volume	190
Issue number	4
DOIs	https://doi.org/10.1111/bjh.16868
Publication status	Published - Aug 2020

Keywords

Anemia, Hemolytic, Congenital Nonspherocytic/blood
Anemia, Hemolytic, Congenital/blood
Automation
Blood Viscosity
Datasets as Topic
Erythrocyte Deformability
Erythrocytes, Abnormal/ultrastructure
Humans
Hydrops Fetalis/blood
Image Processing, Computer-Assisted/instrumentation
Pyruvate Kinase/blood
Pyruvate Metabolism, Inborn Errors/blood
Reticulocytes/ultrastructure
Single-Cell Analysis/instrumentation
Supervised Machine Learning

Access to Document

10.1111/bjh.16868Licence: CC BY-NC

Br J Haematol - 2020 - Moura - Rapid diagnosis of hereditary haemolytic anaemias using automated rheoscopy and supervisedFinal published version, 1.1 MBLicence: CC BY-NC

Cite this

@article{a3a825a5de234c51ad6f1e130bb9e4e8,

title = "Rapid diagnosis of hereditary haemolytic anaemias using automated rheoscopy and supervised machine learning",

keywords = "Anemia, Hemolytic, Congenital Nonspherocytic/blood, Anemia, Hemolytic, Congenital/blood, Automation, Blood Viscosity, Datasets as Topic, Erythrocyte Deformability, Erythrocytes, Abnormal/ultrastructure, Humans, Hydrops Fetalis/blood, Image Processing, Computer-Assisted/instrumentation, Pyruvate Kinase/blood, Pyruvate Metabolism, Inborn Errors/blood, Reticulocytes/ultrastructure, Single-Cell Analysis/instrumentation, Supervised Machine Learning",

author = "Moura, {Pedro L} and Dobbe, {Johannes G G} and Streekstra, {Geert J} and Rab, {Minke A E} and Martijn Veldthuis and Elisa Fermo and {van Wijk}, Richard and {van Zwieten}, Rob and Paola Bianchi and Toye, {Ashley M} and Satchwell, {Timothy J}",

year = "2020",

month = aug,

doi = "10.1111/bjh.16868",

language = "English",

volume = "190",

pages = "e250--e255",

journal = "British Journal of Haematology",

issn = "0007-1048",

publisher = "Wiley-Blackwell",

number = "4",

}

TY - JOUR

T1 - Rapid diagnosis of hereditary haemolytic anaemias using automated rheoscopy and supervised machine learning

AU - Moura, Pedro L

AU - Dobbe, Johannes G G

AU - Streekstra, Geert J

AU - Rab, Minke A E

AU - Veldthuis, Martijn

AU - Fermo, Elisa

AU - van Wijk, Richard

AU - van Zwieten, Rob

AU - Bianchi, Paola

AU - Toye, Ashley M

AU - Satchwell, Timothy J

PY - 2020/8

Y1 - 2020/8

KW - Anemia, Hemolytic, Congenital Nonspherocytic/blood

KW - Anemia, Hemolytic, Congenital/blood

KW - Automation

KW - Blood Viscosity

KW - Datasets as Topic

KW - Erythrocyte Deformability

KW - Erythrocytes, Abnormal/ultrastructure

KW - Humans

KW - Hydrops Fetalis/blood

KW - Image Processing, Computer-Assisted/instrumentation

KW - Pyruvate Kinase/blood

KW - Pyruvate Metabolism, Inborn Errors/blood

KW - Reticulocytes/ultrastructure

KW - Single-Cell Analysis/instrumentation

KW - Supervised Machine Learning

U2 - 10.1111/bjh.16868

DO - 10.1111/bjh.16868

M3 - Letter

C2 - 32627174

SN - 0007-1048

VL - 190

SP - e250-e255

JO - British Journal of Haematology

JF - British Journal of Haematology

IS - 4

ER -