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proc logistic function in  (SAS institute)


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    Structured Review

    SAS institute proc logistic function in
    Proc Logistic Function In, supplied by SAS institute, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
    https://www.bioz.com/product/proc+logistic+function+in/proc+logistic+function/pmc08586397-163-29-33
    Average 90 stars, based on 1 article reviews
    proc logistic function in - by Bioz Stars, 2026-10
    90/100 stars

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    other:

    Article Title: Cross-sectional study examining household factors associated with SARS-CoV-2 seropositivity in low-income children in Los Angeles
    Article Snippet: - P. 8, line 47: Consider rephrasing (“among pediatric participants, we used the proc logistic function in SAS [I’m guessing?] to determine the odds ratios associated with seropositivity and the 95% CI...”) Response: We did use SAS and have added ‘in SAS’ to the sentence (pg.

    Article Title: Acute Pain Predictors of Remote Postoperative Pain Resolution After Hand Surgery
    Article Snippet: A receiver operating characteristic (ROC) curve analysis was conducted examining the association of the best acute pain descriptor with persistent post-surgical pain continuing 90 days after surgery using the PROC LOGISTIC function in SAS.

    Article Title: Natural disturbance and stand structure of old-growth northern white-cedar (Thuja occidentalis) forests, northern Maine, USA
    Article Snippet: Natural disturbance histories and stand structures derived from old-growth forests are increasingly used to guide forest management prescriptions.. Although such information is readily available for a number of forest types, it is lacking for others, such as northern white-cedar (Thuja occidentalis) forests, despite this forest type’s wide distribution, ecological value, and economic importance in northeastern North America.. We applied standard dendrochronological methods to six old-growth northern white-cedar stands within the Big Reed Forest Reserve of northern Maine, USA, to reconstruct the frequency and severity of past natural disturbances.

    Article Title: Recent Alcohol Use Is Associated With Increased Pre-exposure Prophylaxis (PrEP) Continuation and Adherence Among Pregnant and Postpartum Women in South Africa
    Article Snippet: Unadjusted and adjusted logistic regression models were built to obtain odds ratios using the proc logistic function in SAS studio.41 An alpha of 0.05 was used to determine statistical significance.

    Article Title: Age differences in trajectories of self-rated health of young people with Multiple Sclerosis.
    Article Snippet: Background: Recent evidence has suggested an existence of a multiple sclerosis (MS) prodrome.. Hence, some young adults with MS are very likely to have had symptoms in childhood or adolescence.. It is, therefore, reasonable to assume that people aged under 25 years with MS might have had pediatric-onset.

    Extraction:

    Article Title: Artificial Intelligence in Cutaneous Oncology
    Article Snippet: Sabouri et al. ( ) , Classification (MM and BN) , Sen: 89.28% Spe: 100% (best model: cascade classifier) , Pre-processing: Artifact removal (hair artifact removal) Cropping (512*512) and lesion segmentation (border segmentation) Feature extraction: Color features: RGB and HSV Texture features: using GLCM Classifier: compared many models (KNN, MLP, Naïve Bayes, RF, SVM). Best model was cascade SVM Classifier (SVM #1 using normalized HSV, SVM #2 using a combination of color and texture features) , Unspecified images Train_Images ( n = 370): MM ( n = 175) and BN ( n = 195) Test_Images ( n = 42): MM ( n = 16) and BN ( n = 26). .. Kaur et al. ( ) , Pink lesion classification within MM or BN , AUC: 0.879 (all features) , Relative color thresholds Segment of 3 shades of pink (light, dark and orange pink) Quintile overlays Feature extraction: Blob features (5 per shade) Color features for each pink shade over entire lesion (15 per shade) Texture features derived from lesion histogram (24 per shade) Location features (6 per shade) Classifier : multivariate analysis using linear regression was performed using the Proc Logistic function in SAS , Dermoscopic images. Train_Images ( n = 60): Only MM containing visible pink areas within the lesion Test_Images ( n = 132): MM ( n = 54), benign dysplastic, and congenital nevi ( n = 78). .. Shimizu et al. ( ) , 4-class classification (melanoma, nevus, BCC, SK) Best model: Layered model , Acc: 0.904 AUC: 0.864 (AUC denotes the area of the receiver-operating characteristic (ROC) curve between %M and min (%N, %B, %S).) , Border detection : The core of the algorithm was color thresholding, removal of artifacts such as microscope border and hair, and inclusion of bright area seen specifically in NoMSLs (BCC and SK) Feature extraction: Color-related Features : calculating ten statistics for the intensity of six color channels (RGB, HSV) Subregion-related features : describing geometrical distribution of the color. Texture-related features : by adopting GLCM Classifier: compared layered model and flat model. , Dermoscopic images Train_Images (not described) Test_Images ( n = 964): melanoma ( n = 105), nevi ( n = 692), and SK ( n = 98), BCC ( n = 69).

    Derivative Assay:

    Article Title: Artificial Intelligence in Cutaneous Oncology
    Article Snippet: Sabouri et al. ( ) , Classification (MM and BN) , Sen: 89.28% Spe: 100% (best model: cascade classifier) , Pre-processing: Artifact removal (hair artifact removal) Cropping (512*512) and lesion segmentation (border segmentation) Feature extraction: Color features: RGB and HSV Texture features: using GLCM Classifier: compared many models (KNN, MLP, Naïve Bayes, RF, SVM). Best model was cascade SVM Classifier (SVM #1 using normalized HSV, SVM #2 using a combination of color and texture features) , Unspecified images Train_Images ( n = 370): MM ( n = 175) and BN ( n = 195) Test_Images ( n = 42): MM ( n = 16) and BN ( n = 26). .. Kaur et al. ( ) , Pink lesion classification within MM or BN , AUC: 0.879 (all features) , Relative color thresholds Segment of 3 shades of pink (light, dark and orange pink) Quintile overlays Feature extraction: Blob features (5 per shade) Color features for each pink shade over entire lesion (15 per shade) Texture features derived from lesion histogram (24 per shade) Location features (6 per shade) Classifier : multivariate analysis using linear regression was performed using the Proc Logistic function in SAS , Dermoscopic images. Train_Images ( n = 60): Only MM containing visible pink areas within the lesion Test_Images ( n = 132): MM ( n = 54), benign dysplastic, and congenital nevi ( n = 78). .. Shimizu et al. ( ) , 4-class classification (melanoma, nevus, BCC, SK) Best model: Layered model , Acc: 0.904 AUC: 0.864 (AUC denotes the area of the receiver-operating characteristic (ROC) curve between %M and min (%N, %B, %S).) , Border detection : The core of the algorithm was color thresholding, removal of artifacts such as microscope border and hair, and inclusion of bright area seen specifically in NoMSLs (BCC and SK) Feature extraction: Color-related Features : calculating ten statistics for the intensity of six color channels (RGB, HSV) Subregion-related features : describing geometrical distribution of the color. Texture-related features : by adopting GLCM Classifier: compared layered model and flat model. , Dermoscopic images Train_Images (not described) Test_Images ( n = 964): melanoma ( n = 105), nevi ( n = 692), and SK ( n = 98), BCC ( n = 69).



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