Machine learning-based improvement of an online rheumatology referral and triage system

J Knitza; L Janousek; F Kluge; CB von der Decken; S Kleinert; W Vorbrueggen; A Kleyer; D Simon; Axel Hueber; F Muehlensiepen; N Vuillerme; G Schett; BM Eskofier; M Welcker; P Bartz-Bazzanella

doi:10.3389/fmed.2022.954056

Machine learning-based improvement of an online rheumatology referral and triage system

J Knitza, L Janousek, F Kluge, CB von der Decken, S Kleinert, W Vorbrueggen, A Kleyer, D Simon, Axel Hueber (Co-author), F Muehlensiepen, N Vuillerme, G Schett, BM Eskofier, M Welcker, P Bartz-Bazzanella

Department of Internal Medicine V, Division of Oncology and Hematology

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

15 Citations (Web of Science)

Original language	English
Pages (from-to)	954056
Journal	FRONTIERS IN MEDICINE
Volume	9
DOIs	https://doi.org/10.3389/fmed.2022.954056
Publication status	Published - 2022

Keywords

EARLY RECOGNITION
DISEASES
STRATEGY

Access to Document

10.3389/fmed.2022.954056

Cite this

Knitza, J., Janousek, L., Kluge, F., von der Decken, CB., Kleinert, S., Vorbrueggen, W., Kleyer, A., Simon, D., Hueber, A., Muehlensiepen, F., Vuillerme, N., Schett, G., Eskofier, BM., Welcker, M., & Bartz-Bazzanella, P. (2022). Machine learning-based improvement of an online rheumatology referral and triage system. FRONTIERS IN MEDICINE, 9, 954056. https://doi.org/10.3389/fmed.2022.954056

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title = "Machine learning-based improvement of an online rheumatology referral and triage system",

keywords = "EARLY RECOGNITION, DISEASES, STRATEGY",

author = "J Knitza and L Janousek and F Kluge and \{von der Decken\}, CB and S Kleinert and W Vorbrueggen and A Kleyer and D Simon and Axel Hueber and F Muehlensiepen and N Vuillerme and G Schett and BM Eskofier and M Welcker and P Bartz-Bazzanella",

note = "Hueber: Paracelsus Med Univ, Div Rheumatol, Klinikum Nurnberg, Nurnberg, Germany",

year = "2022",

doi = "10.3389/fmed.2022.954056",

language = "English",

volume = "9",

pages = "954056",

journal = "FRONTIERS IN MEDICINE",

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Knitza, J, Janousek, L, Kluge, F, von der Decken, CB, Kleinert, S, Vorbrueggen, W, Kleyer, A, Simon, D, Hueber, A, Muehlensiepen, F, Vuillerme, N, Schett, G, Eskofier, BM, Welcker, M & Bartz-Bazzanella, P 2022, 'Machine learning-based improvement of an online rheumatology referral and triage system', FRONTIERS IN MEDICINE, vol. 9, pp. 954056. https://doi.org/10.3389/fmed.2022.954056

TY - JOUR

T1 - Machine learning-based improvement of an online rheumatology referral and triage system

AU - Knitza, J

AU - Janousek, L

AU - Kluge, F

AU - von der Decken, CB

AU - Kleinert, S

AU - Vorbrueggen, W

AU - Kleyer, A

AU - Simon, D

AU - Hueber, Axel

AU - Muehlensiepen, F

AU - Vuillerme, N

AU - Schett, G

AU - Eskofier, BM

AU - Welcker, M

AU - Bartz-Bazzanella, P

N1 - Hueber: Paracelsus Med Univ, Div Rheumatol, Klinikum Nurnberg, Nurnberg, Germany

PY - 2022

Y1 - 2022

KW - EARLY RECOGNITION

KW - DISEASES

KW - STRATEGY

U2 - 10.3389/fmed.2022.954056

DO - 10.3389/fmed.2022.954056

M3 - Original Article

C2 - 35935756

SN - 2296-858X

VL - 9

SP - 954056

JO - FRONTIERS IN MEDICINE

JF - FRONTIERS IN MEDICINE

ER -