Safe
absorption near infrared
artificial intelligence
bladder irrigation monitor
bubble detection
hemoglobin sensor
Journal
Sensors (Basel, Switzerland)
ISSN: 1424-8220
Titre abrégé: Sensors (Basel)
Pays: Switzerland
ID NLM: 101204366
Informations de publication
Date de publication:
25 Aug 2021
25 Aug 2021
Historique:
received:
25
06
2021
revised:
16
08
2021
accepted:
24
08
2021
entrez:
10
9
2021
pubmed:
11
9
2021
medline:
14
9
2021
Statut:
epublish
Résumé
We have developed a sensor for monitoring the hemoglobin (Hb) concentration in the effluent of a continuous bladder irrigation. The Hb concentration measurement is based on light absorption within a fixed measuring distance. The light frequency used is selected so that both arterial and venous Hb are equally detected. The sensor allows the measurement of the Hb concentration up to a maximum value of 3.2 g/dL (equivalent to ≈20% blood concentration). Since bubble formation in the outflow tract cannot be avoided with current irrigation systems, a neural network is implemented that can robustly detect air bubbles within the measurement section. The network considers both optical and temporal features and is able to effectively safeguard the measurement process. The sensor supports the use of different irrigants (salt and electrolyte-free solutions) as well as measurement through glass shielding. The sensor can be used in a non-invasive way with current irrigation systems. The sensor is positively tested in a clinical study.
Identifiants
pubmed: 34502612
pii: s21175723
doi: 10.3390/s21175723
pmc: PMC8433749
pii:
doi:
Substances chimiques
Hemoglobins
0
Types de publication
Journal Article
Langues
eng
Sous-ensembles de citation
IM
Subventions
Organisme : Federal Ministry of Education and Research, Germany
ID : VISIMON 16SV7861K
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