Machine learning and explainable artificial intelligence for the prevention of waterborne cryptosporidiosis and giardiosis.

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作者： Panagiota,Ligda ^[1] ; Nikolaos,Mittas ^[2] ; George Z,Kyzas ^[2] ; Edwin,Claerebout ^[3] ; Smaragda,Sotiraki ^[4]

作者单位： Laboratory of Parasitology, Veterinary Research Institute, Hellenic Agricultural Organization - DIMITRA, Thermi, Thessaloniki 57001, Greece. Electronic address: giota.lig@hotmail.com. ^[1] Hephaestus Laboratory, School of Chemistry, Faculty of Sciences, Democritus University of Thrace, Kavala GR-65404, Greece. ^[2] Laboratory of Parasitology, Faculty of Veterinary Medicine, Ghent University, Salisburylaan 133, Merelbeke B-9820, Belgium. ^[3] Laboratory of Parasitology, Veterinary Research Institute, Hellenic Agricultural Organization - DIMITRA, Thermi, Thessaloniki 57001, Greece. ^[4]

关键词 Cryptosporium Explainable artificial intelligence Giardia Machine learning Monitoring system Waterborne outbreak

主题词隐孢子虫病(Cryptosporidiosis);隐孢子虫属(Cryptosporidium);人工智能(Artificial Intelligence);贾第虫属(Giardia);人类(Humans);贾第虫病(Giardiasis);孢子卵囊(Oocysts)

DOI 10.1016/j.watres.2024.122110

PMID 39042970

发布时间 2024-08-16

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