Multimodal Machine Learning-based Knee Osteoarthritis Progression Prediction from Plain Radiographs and Clinical Data

A Tiulpin; Stefan Klein; Sita Bierma - Zeinstra; J Thevenot; E Rahtu; Joyce van Meurs; Edwin Oei; S Saarakkala

doi:10.1038/s41598-019-56527-3

Multimodal Machine Learning-based Knee Osteoarthritis Progression Prediction from Plain Radiographs and Clinical Data

A Tiulpin
, Stefan Klein
, Sita Bierma - Zeinstra
, J Thevenot
, E Rahtu
, Joyce van Meurs
, Edwin Oei
, S Saarakkala

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

198 Citations (Scopus)

53 Downloads (Pure)

Original language	Undefined/Unknown
Article number	20038
Journal	Scientific Reports
Volume	9
DOIs	https://doi.org/10.1038/s41598-019-56527-3
Publication status	Published - 2019

Research programs

EMC NIHES-03-30-02
EMC NIHES-03-30-03

Access to Document

10.1038/s41598-019-56527-3

Repub_123461_O-A.pdfFinal published version, 2.28 MB

Cite this

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title = "Multimodal Machine Learning-based Knee Osteoarthritis Progression Prediction from Plain Radiographs and Clinical Data",

author = "A Tiulpin and Stefan Klein and \{Bierma - Zeinstra\}, Sita and J Thevenot and E Rahtu and \{van Meurs\}, Joyce and Edwin Oei and S Saarakkala",

year = "2019",

doi = "10.1038/s41598-019-56527-3",

language = "Undefined/Unknown",

volume = "9",

journal = "Scientific Reports",

issn = "2045-2322",

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T1 - Multimodal Machine Learning-based Knee Osteoarthritis Progression Prediction from Plain Radiographs and Clinical Data

AU - Tiulpin, A

AU - Klein, Stefan

AU - Bierma - Zeinstra, Sita

AU - Thevenot, J

AU - Rahtu, E

AU - van Meurs, Joyce

AU - Oei, Edwin

AU - Saarakkala, S

PY - 2019

Y1 - 2019

U2 - 10.1038/s41598-019-56527-3

DO - 10.1038/s41598-019-56527-3

M3 - Article

C2 - 31882803

SN - 2045-2322

VL - 9

JO - Scientific Reports

JF - Scientific Reports

M1 - 20038

ER -