A novel deep learning-based point-of-care diagnostic method for detecting Plasmodium falciparum with fluorescence digital microscopy

Oscar Holmström; Sebastian Stenman; Antti Suutala; Hannu Moilanen; Hakan Kücükel; Billy Ngasala; Andreas Mårtensson; Lwidiko Mhamilawa; Berit Aydin-Schmidt; Mikael Lundin; Vinod Diwan; Nina Linder; Johan Lundin

doi:10.1371/journal.pone.0242355

A novel deep learning-based point-of-care diagnostic method for detecting Plasmodium falciparum with fluorescence digital microscopy

Oscar Holmström, Sebastian Stenman, Antti Suutala, Hannu Moilanen, Hakan Kücükel, Billy Ngasala, Andreas Mårtensson, Lwidiko Mhamilawa, Berit Aydin-Schmidt, Mikael Lundin, Vinod Diwan, Nina Linder, Johan Lundin

Forskningsoutput: Tidskriftsbidrag › Artikel › Vetenskaplig › Peer review

Originalspråk	engelska
Artikelnummer	e0242355
Tidskrift	PLoS One
Volym	15
Utgåva	11
Antal sidor	17
ISSN	1932-6203
DOI	https://doi.org/10.1371/journal.pone.0242355
Status	Publicerad - 17 nov. 2020
MoE-publikationstyp	A1 Tidskriftsartikel-refererad

Vetenskapsgrenar

3111 Biomedicinska vetenskaper
11832 Mikrobiologi och virologi

Åtkomst av dokument

10.1371/journal.pone.0242355

journal.pone.0242355Slutlig publicerad version, 1,76 MBLicens: CC BY

Citera det här

Holmström, O., Stenman, S., Suutala, A., Moilanen, H., Kücükel, H., Ngasala, B., Mårtensson, A., Mhamilawa, L., Aydin-Schmidt, B., Lundin, M., Diwan, V., Linder, N., & Lundin, J. (2020). A novel deep learning-based point-of-care diagnostic method for detecting Plasmodium falciparum with fluorescence digital microscopy. PLoS One, 15(11), [e0242355]. https://doi.org/10.1371/journal.pone.0242355

Holmström, Oscar ; Stenman, Sebastian ; Suutala, Antti ; Moilanen, Hannu ; Kücükel, Hakan ; Ngasala, Billy ; Mårtensson, Andreas ; Mhamilawa, Lwidiko ; Aydin-Schmidt, Berit ; Lundin, Mikael ; Diwan, Vinod ; Linder, Nina ; Lundin, Johan. / A novel deep learning-based point-of-care diagnostic method for detecting Plasmodium falciparum with fluorescence digital microscopy. I: PLoS One. 2020 ; Vol. 15, Nr. 11.

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title = "A novel deep learning-based point-of-care diagnostic method for detecting Plasmodium falciparum with fluorescence digital microscopy",

keywords = "3111 Biomedicine, 11832 Microbiology and virology, QUALITY ASSESSMENT",

author = "Oscar Holmstr{\"o}m and Sebastian Stenman and Antti Suutala and Hannu Moilanen and Hakan K{\"u}c{\"u}kel and Billy Ngasala and Andreas M{\aa}rtensson and Lwidiko Mhamilawa and Berit Aydin-Schmidt and Mikael Lundin and Vinod Diwan and Nina Linder and Johan Lundin",

year = "2020",

month = nov,

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Holmström, O, Stenman, S, Suutala, A, Moilanen, H, Kücükel, H, Ngasala, B, Mårtensson, A, Mhamilawa, L, Aydin-Schmidt, B, Lundin, M, Diwan, V, Linder, N & Lundin, J 2020, 'A novel deep learning-based point-of-care diagnostic method for detecting Plasmodium falciparum with fluorescence digital microscopy', PLoS One, vol. 15, nr. 11, e0242355. https://doi.org/10.1371/journal.pone.0242355

A novel deep learning-based point-of-care diagnostic method for detecting Plasmodium falciparum with fluorescence digital microscopy. / Holmström, Oscar; Stenman, Sebastian; Suutala, Antti; Moilanen, Hannu; Kücükel, Hakan; Ngasala, Billy; Mårtensson, Andreas; Mhamilawa, Lwidiko; Aydin-Schmidt, Berit; Lundin, Mikael; Diwan, Vinod; Linder, Nina ; Lundin, Johan.

I: PLoS One, Vol. 15, Nr. 11, e0242355, 17.11.2020.

Forskningsoutput: Tidskriftsbidrag › Artikel › Vetenskaplig › Peer review

TY - JOUR

T1 - A novel deep learning-based point-of-care diagnostic method for detecting Plasmodium falciparum with fluorescence digital microscopy

AU - Holmström, Oscar

AU - Stenman, Sebastian

AU - Suutala, Antti

AU - Moilanen, Hannu

AU - Kücükel, Hakan

AU - Ngasala, Billy

AU - Mårtensson, Andreas

AU - Mhamilawa, Lwidiko

AU - Aydin-Schmidt, Berit

AU - Lundin, Mikael

AU - Diwan, Vinod

AU - Linder, Nina

AU - Lundin, Johan

PY - 2020/11/17

Y1 - 2020/11/17

KW - 3111 Biomedicine

KW - 11832 Microbiology and virology

KW - QUALITY ASSESSMENT

U2 - 10.1371/journal.pone.0242355

DO - 10.1371/journal.pone.0242355

M3 - Article

VL - 15

JO - PLoS One

JF - PLoS One

SN - 1932-6203

IS - 11

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ER -