DIFFERENTIATING BACTERIAL AND VIRAL INFECTIONS IN CHILDREN IN ACUTE HOSPITAL SETTINGS: INTEGRATION OF HEALTH-CARE DATA TO RAPID RNA TESTS USING MACHINE LEARNING APPROACHES

Amedine Duret; R. Womersley; Marine Mommert-Tripon; Irene Rivero-Calle; Karen Brengel-Pesce; Giselle D'Souza; Samuel Nichols; Dominic Habgood-Coote; T. De; Ruud Nijman; Philipp K.A. Agyeman; Enitan D. Carrol; R. De Groot; K. Fidler; Marieke Emonts; Werner Zenz; Colin Fink; Taco W. Kuijpers; Henriëtte Moll; Stephane Paulus; Marko Pokorn; Andrew J. Pollard; Luregn J. Schlapbach; Ching-Fen   Shen; Maria Tsolia; Effua Usuf; M. Van Der Flier; U. Von Both; Shunmay Yeung; Dace Zavadska; Victoria J. Wright; Aubrey Cunnington; Federico Martinón-Torres; Michael Levin; Myrsini Kaforou; Jethro Herberg

DIFFERENTIATING BACTERIAL AND VIRAL INFECTIONS IN CHILDREN IN ACUTE HOSPITAL SETTINGS: INTEGRATION OF HEALTH-CARE DATA TO RAPID RNA TESTS USING MACHINE LEARNING APPROACHES

Amedine Duret
, R. Womersley
, Marine Mommert-Tripon
, Irene Rivero-Calle
, Karen Brengel-Pesce
, Giselle D'Souza
, Samuel Nichols
, Dominic Habgood-Coote
, T. De
, Ruud Nijman
, Philipp K.A. Agyeman
, Enitan D. Carrol
, R. De Groot
, K. Fidler
, Marieke Emonts
, Werner Zenz
, Colin Fink
, Taco W. Kuijpers
, Henriëtte Moll
, Stephane Paulus

Marko Pokorn, Andrew J. Pollard, Luregn J. Schlapbach, Ching-Fen Shen, Maria Tsolia, Effua Usuf, M. Van Der Flier, U. Von Both , Shunmay Yeung, Dace Zavadska, Victoria J. Wright, Aubrey Cunnington, Federico Martinón-Torres, Michael Levin, Myrsini Kaforou, Jethro Herberg

Department of Paediatrics

Research output: Contribution to conference › Abstract › peer-review

2 Downloads (Pure)

Original language	English
Number of pages	2
Publication status	Published - 2026
Event	44th Annual Meeting of the European Society of Paediatric Infectious Diseases - Bologna, Italy Duration: 1 Jun 2026 → 5 Jun 2026 Conference number: 44 https://espidmeeting.org/

Meeting

Meeting	44th Annual Meeting of the European Society of Paediatric Infectious Diseases
Abbreviated title	ESPID 2026
Country/Territory	Italy
City	Bologna
Period	1/06/26 → 5/06/26
Internet address	https://espidmeeting.org/

Field of Science

3.2 Clinical medicine

Publication Type*

3.4. Other publications in conference proceedings (including local)

Access to Document

url_2347207232

Cite this

Duret, A., Womersley, R., Mommert-Tripon, M., Rivero-Calle, I., Brengel-Pesce, K., D'Souza, G., Nichols, S., Habgood-Coote, D., De, T., Nijman, R., Agyeman, P. K. A., Carrol, E. D., De Groot, R., Fidler , K., Emonts, M., Zenz, W., Fink, C., Kuijpers, T. W., Moll, H., ... Herberg, J. (2026). DIFFERENTIATING BACTERIAL AND VIRAL INFECTIONS IN CHILDREN IN ACUTE HOSPITAL SETTINGS: INTEGRATION OF HEALTH-CARE DATA TO RAPID RNA TESTS USING MACHINE LEARNING APPROACHES. Abstract from 44th Annual Meeting of the European Society of Paediatric Infectious Diseases, Bologna, Italy.

@conference{847ae768efff49a3984d170da1a7cd75,

title = "DIFFERENTIATING BACTERIAL AND VIRAL INFECTIONS IN CHILDREN IN ACUTE HOSPITAL SETTINGS: INTEGRATION OF HEALTH-CARE DATA TO RAPID RNA TESTS USING MACHINE LEARNING APPROACHES",

author = "Amedine Duret and R. Womersley and Marine Mommert-Tripon and Irene Rivero-Calle and Karen Brengel-Pesce and Giselle D'Souza and Samuel Nichols and Dominic Habgood-Coote and T. De and Ruud Nijman and Agyeman, \{Philipp K.A.\} and Carrol, \{Enitan D.\} and \{De Groot\}, R. and K. Fidler and Marieke Emonts and Werner Zenz and Colin Fink and Kuijpers, \{Taco W.\} and Henri{\"e}tte Moll and Stephane Paulus and Marko Pokorn and Pollard, \{Andrew J.\} and Schlapbach, \{Luregn J.\} and Ching-Fen Shen and Maria Tsolia and Effua Usuf and \{Van Der Flier\}, M. and \{Von Both\}, U. and Shunmay Yeung and Dace Zavadska and Wright, \{Victoria J.\} and Aubrey Cunnington and Federico Martin{\'o}n-Torres and Michael Levin and Myrsini Kaforou and Jethro Herberg",

year = "2026",

language = "English",

note = "44th Annual Meeting of the European Society of Paediatric Infectious Diseases, ESPID 2026 ; Conference date: 01-06-2026 Through 05-06-2026",

url = "https://espidmeeting.org/",

}

Duret, A, Womersley, R, Mommert-Tripon, M, Rivero-Calle, I, Brengel-Pesce, K, D'Souza, G, Nichols, S, Habgood-Coote, D, De, T, Nijman, R, Agyeman, PKA, Carrol, ED, De Groot, R, Fidler , K, Emonts, M, Zenz, W, Fink, C, Kuijpers, TW, Moll, H, Paulus, S, Pokorn, M, Pollard, AJ, Schlapbach, LJ, Shen, C-F, Tsolia, M, Usuf, E, Van Der Flier, M, Von Both , U, Yeung, S, Zavadska, D, Wright, VJ, Cunnington, A, Martinón-Torres, F, Levin, M, Kaforou, M & Herberg, J 2026, 'DIFFERENTIATING BACTERIAL AND VIRAL INFECTIONS IN CHILDREN IN ACUTE HOSPITAL SETTINGS: INTEGRATION OF HEALTH-CARE DATA TO RAPID RNA TESTS USING MACHINE LEARNING APPROACHES', 44th Annual Meeting of the European Society of Paediatric Infectious Diseases, Bologna, Italy, 1/06/26 - 5/06/26.

DIFFERENTIATING BACTERIAL AND VIRAL INFECTIONS IN CHILDREN IN ACUTE HOSPITAL SETTINGS: INTEGRATION OF HEALTH-CARE DATA TO RAPID RNA TESTS USING MACHINE LEARNING APPROACHES. / Duret, Amedine; Womersley, R.; Mommert-Tripon, Marine et al.
2026. Abstract from 44th Annual Meeting of the European Society of Paediatric Infectious Diseases, Bologna, Italy.

Research output: Contribution to conference › Abstract › peer-review

TY - CONF

T1 - DIFFERENTIATING BACTERIAL AND VIRAL INFECTIONS IN CHILDREN IN ACUTE HOSPITAL SETTINGS

T2 - 44th Annual Meeting of the European Society of Paediatric Infectious Diseases

AU - Duret, Amedine

AU - Womersley, R.

AU - Mommert-Tripon, Marine

AU - Rivero-Calle, Irene

AU - Brengel-Pesce, Karen

AU - D'Souza, Giselle

AU - Nichols, Samuel

AU - Habgood-Coote, Dominic

AU - De, T.

AU - Nijman, Ruud

AU - Agyeman, Philipp K.A.

AU - Carrol, Enitan D.

AU - De Groot, R.

AU - Fidler , K.

AU - Emonts, Marieke

AU - Zenz, Werner

AU - Fink, Colin

AU - Kuijpers, Taco W.

AU - Moll, Henriëtte

AU - Paulus, Stephane

AU - Pokorn, Marko

AU - Pollard, Andrew J.

AU - Schlapbach, Luregn J.

AU - Shen, Ching-Fen

AU - Tsolia, Maria

AU - Usuf, Effua

AU - Van Der Flier, M.

AU - Von Both , U.

AU - Yeung, Shunmay

AU - Zavadska, Dace

AU - Wright, Victoria J.

AU - Cunnington, Aubrey

AU - Martinón-Torres, Federico

AU - Levin, Michael

AU - Kaforou, Myrsini

AU - Herberg, Jethro

N1 - Conference code: 44

PY - 2026

Y1 - 2026

M3 - Abstract

Y2 - 1 June 2026 through 5 June 2026

ER -

Duret A, Womersley R, Mommert-Tripon M, Rivero-Calle I, Brengel-Pesce K, D'Souza G et al.. DIFFERENTIATING BACTERIAL AND VIRAL INFECTIONS IN CHILDREN IN ACUTE HOSPITAL SETTINGS: INTEGRATION OF HEALTH-CARE DATA TO RAPID RNA TESTS USING MACHINE LEARNING APPROACHES. 2026. Abstract from 44th Annual Meeting of the European Society of Paediatric Infectious Diseases, Bologna, Italy.