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Thereby, the MLP model produced ideal outcomes with an F1 Score 0.9. As a result, we have demonstrated that the used approach is sufficient to mimic handbook counting and it is robust against picture artefacts and changes in experimental conditions.Patients with sickle cell condition (SCD) have access to less health care resources and therapies compared to various other diseases, which contributes to increased morbidity and h