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Global Health Econ Sustain                                          Quantum Data Lake for epidemic analysis




            Table 7. Diseases and symptoms caused by the Circoviridae family of viruses
            Genus                  Species                                Diseases and symptoms
            Circovirus      Human-associated circovirus 1        Identified in stool samples, gastroenteritis, and diarrhea
            eniyan
            Cyclovirus      Human-associated cyclovirus 1                 Identified in stool samples
                            Human-associated cyclovirus 2                 Identified in stool samples
                            Human-associated cyclovirus 3                 Identified in stool samples
                            Human-associated cyclovirus 4       Identified in patients with non-polio acute flaccid paralysis
                            Human-associated cyclovirus 5                 Identified in stool samples
                            Human-associated cyclovirus 6                 Identified in stool samples
                            Human-associated cyclovirus 7                 Identified in stool samples
                            Human-associated cyclovirus 8                 Encephalitis (CyCV-VN)
                            Human-associated cyclovirus 9  Identified in patients with nonpolio acute flaccid paralysis and paraplegia patients
                           Human-associated cyclovirus 10                   Respiratory infection
                           Human-associated cyclovirus 11                     Encephalitis
                           Human-associated cyclovirus 12                     Encephalitis
            Abbreviation: CyCV-VN: Cyclovirus-Vietnam.

            Table 8. The Hepatitis B virus from the Hepadnaviridae   Table 10. Diseases and symptoms caused by the
            family                                             Adenoviridae family (genus Mastadenovirus) of viruses
            Genus              Species    Diseases and symptoms      Species            Diseases and symptoms
            Orthohepadnavirus  Hepatitis B virus  Hepatitis B   Human mastadenovirus A     Enteric infection
                                                               Human mastadenovirus B1  Conjunctivitis, acute respiratory disease,
            Table 9. Diseases and symptoms caused by the Poxviridae   Human mastadenovirus B2  hemorrhagic cystitis, meningitis, and
            family (subfamily Chordopoxvirinae) of viruses                                encephalomyelitis
                                                                Human mastadenovirus C  Acute respiratory disease
            Genus       Species              Diseases and       Human mastadenovirus D   Keratoconjunctivitis
                                             symptoms
                                                                Human mastadenovirus E  Conjunctivitis, acute respiratory disease
            Molluscipoxvirus Molluscum contagiosum virus  Molluscum
                                             contagiosum        Human mastadenovirus F  Gastroenteritis, infantile diarrhea
                                             (water warts)      Human mastadenovirus G     Gastroenteritis
            Orthopoxvirus  Variola virus     Smallpox
                         – Variola major virus                 concept is the Minkowski space (three-dimensional
                         – Variola minor virus                 Euclidean space and time), a four-dimensional manifold
                        Cowpox virus         Cowpox            with elements that are called events. The triple nexus
                        Monkeypox virus      Monkeypox         system can be viewed as three coordinates (environmental,
            Parapoxvirus  Orf virus          Contagious        social, and immune) where the virus evolves over time.
                                             pustular dermatitis  The space can be more complex like the Riemannian
                        Paravaccinia virus   Pseudocowpox      manifold. Riemannian geometry has been applied for a
                        Bovine mastade stomatitis virus Skin lesion  wide range of tasks, from macro strategy to micro level.
            Yatapoxvirus  Tanapox virus      Tanapox           Infection propagation or virus mutation can be considered
                        Yaba monkey tumor virus  Skin lesion   vector space on a manifold. The dynamics of an epidemic
                                                               development,  taking  into  account  different  parameters,
                                                               can be modeled using embedded submanifolds, smooth
            define the dynamics of objects; and (3) how to embed the   maps, diffeomorphism, and stereographic projection.
            complexity of the objects’ dynamics and evolution in time   Riemannian geometry was used to study the behavior of
            into the chosen type of space.                     epidemic models (behavior of growth curves) to obtain a
              In essence, any space is a set of data, vectors, and rules.   better non-linear regression formula with the geometrical
            The space type is defined by the number of coordinates   origin, called the “Geometrization of Susceptible-
            that are needed to find the position of a point. A relatable   Infectious-Recovered (SIR) Model” (Kahil, 2010; Kahil,


            Volume 2 Issue 1 (2024)                         17                       https://doi.org/10.36922/ghes.2148
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