This paper proposes a novel pixel interval down-sampling network (PID-Net) for dense tiny object (yeast cells) counting tasks with higher accuracy. The PID-Net is an end-to-end convolutional neural (CNN) model encoder–decoder architecture. operations are concatenated max-pooling to combine the sparse and features. addresses limitation of contour conglutination objects while counting. evaluation...

The regulation of tissue and organism size plays an essential, but poorly understood, role in multicellular development. Genes have been identified that affect body and organ size in a number of animals. Two recently identified genes, smlA and countin, are required for the proper function of a cell-counting mechanism that regulates organism size in the eukaryotic microorganism Dictyostelium dis...

OBJECTIVE To verify the existence of a relationship between presence of off-flavor and microorganism load in quality control rejected samples of expressed human milk from a donor milk bank. METHODS A total of 30 samples of expressed human milk with off-flavor were tested for the occurrence of the following microorganisms: aerobic mesophilic, psycrotrophic, proteolytic, psycrotrophic proteolyt...

Colony counting error due to indistinguishable colony overlap (i.e., masking) was evaluated theoretically and experimentally. A theoretical model to predict colony masking was used to determine colony counting efficiency by Monte Carlo computer simulation of microorganism collection and development into CFU. The computer simulation was verified experimentally by collecting aerosolized Bacillus ...

Uptake of (14)CO(2) in soils due to algae or sulfur-oxidizing bacteria was examined by incubation of soil samples with gaseous (14)CO(2) and subsequent chemical oxidation of biologically fixed radioactive isotope to (14)CO(2) for detection with a liquid scintillation counting system. The (14)CO(2) was added to the soil in the gas phase so that no alteration of the moisture or ionic strength of ...

To analyze the profile of airway Upper Respiratory Tract isolates from children with recurrent tonsillitis. Samples were taken using nasal cavity, oropharynx and nasopharynx swabs from30 called test group before tonsillectomy. Counting, isolation, identification sequencing 16S rRNA, biofilm production antimicrobial sensitivity investigation performed. Staphylococcus aureus (S. aureus) was only ...