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k means clustering analysis  (SYSTAT)


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    SYSTAT k means clustering analysis
    K Means Clustering Analysis, supplied by SYSTAT, used in various techniques. Bioz Stars score: 96/100, based on 631 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
    https://www.bioz.com/product/k-cluster+analysis/SYSTAT+v13%2E1/us12377065-354-9-12
    Average 96 stars, based on 631 article reviews
    k means clustering analysis - by Bioz Stars, 2026-10
    96/100 stars

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    Article Title: Temporal changes in avian community composition in lowland conifer habitats at the southern edge of the boreal zone in the Adirondack Park, NY
    Article Snippet: Extinction rates for the boreal guild were extracted from models for each individual site and we used cluster analysis (K-means, Systat 12.0) to place study locations into 3 groups: sites were categorized as having either high, medium, or low boreal bird extinction rates.

    Article Title: Do Various Conifers Respond Differently to Water Stress? A Comparative Study of White Pine, Concolor and Balsam Fir
    Article Snippet: K-means cluster analysis was conducted using SYSTAT 13 software (Systat Software Inc., Chicago, Illinois, USA).

    Article Title: Assessment of Consistency in Assignment of Severe (Grade 3) Squamous Metaplasia to Human Bulbar Conjunctiva Impression Cytology Cell Samples.
    Article Snippet: Nucleus-to-cytoplasm (N:C) characteristics of published images of human bulbar conjunctival cells designated as showing severe (grade 3) squamous metaplasia were retrospectively assessed.. From publications over a 40-year period, measurements were made from images of cell and nucleus size (based on areas and dimensions) and four different calculations were made for nucleocytoplasmic (N:C) ratios.. From 54 published images, the mean nucleus-to-cytoplasm area ratio (NU/CYT AREA ratio) was 0.145 þ/0.077 (range 0.052 to 0.346), compared to two different reference set values of 0.069 þ/0.017 and 0.080 þ/0.021.

    Article Title: On the Variability in Goblet Cell Density in Human Bulbar Conjunctival Samples Collected by Impression Cytology with Millicell-CM Biopore Membrane Units.
    Article Snippet: Purpose: To assess whether or not the numbers of goblet cells were different across regions of a conjunctival impression cytology (CIC) specimen.. Methods: CIC specimens were obtained from the exposed nasal bulbar conjunctiva from 22 healthy young Caucasian adults, stained with Giemsa and evaluated at a final magnification of 200× (medium power fields).. Up to 14 different non-overlapping microscope fields, depending on whether or not a field was without goblet cells, were randomly selected.

    Article Title: The roles of nitrogen and phosphorus in regulating the dominance of floating and submerged aquatic plants in a field mesocosm experiment
    Article Snippet: Free-floating plant outbreaks have attracted the interest of scientists and managers alike due to their strong effects on ecosystem structure and function in shallow lakes and ponds.. I evaluated the roles of nitrogen (N), phosphorus (P), and N:P ratios in driving the dominance of duckweeds (Lemnoideae and Wolffioideae) in survey data from 38 ponds in Michigan, USA.. I also conducted a mesocosm experiment manipulating the variables in enclosures in two experimental ponds with floating and submerged plants.

    Article Title: Assessment of goblet cell orifice distribution across the rabbit bulbar conjunctiva based on numerical density and nearest neighbors analysis.
    Article Snippet: Purpose: To assess density and spatial distribution of the goblet cell orifices at the surface of the rabbit bulbar conjunctiva as an indicator of functional activity.. Methods: Specimens of the superior or inferior bulbar conjunctiva from six healthy young adult (2 kg) pigmented rabbits were obtained using a special preparation technique by which the conjunctiva was carefully stretched out during fixation with buffered glutaraldehyde.. The apical surface of the specimens was examined by scanning electron microscopy.

    Article Title: Relationships between tongue motility, grip force, and survival in SOD1-G93A rats
    Article Snippet: These proportion ratios were then entered into a K-Means cluster analysis using SYSTAT software (Chicago, IL).

    Article Title: Antibody-based cell-surface proteome profiling of metastatic breast cancer primary explants and cell lines.
    Article Snippet: Data from all experiments were then partitioned into four clusters on the basis of standardized percent positive, MFIpositive and MFIclean, using the K-means clustering algorithm (20) (Supporting Information Figure 2B) as implemented in SYSTAT, using 100 iterations and Euclidean distances.



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