Violin plot of all application test performance metrics.

Violin plot of all application test performance metrics.

<p>The distribution of performance metrics (right side labels and y-axis) across all testers (violin plots), clinicopathologic findings (x-axis), and each TFIDF condition (top labels) in a pilot test of the application DEE, designed for rapid extraction of necropsy data from the Wildbase Patho...

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Bibliografische gegevens
Hoofdauteur:	Stefan Saverimuttu (20882325) (author)
Andere auteurs:	Kate McInnes (7520158) (author), Kristin Warren (3339657) (author), Lian Yeap (21221659) (author), Stuart Hunter (2498485) (author), Brett Gartrell (6325817) (author), An Pas (12001965) (author), James Chatterton (20347204) (author), Bethany Jackson (3339660) (author)
Gepubliceerd in:	2025
Onderwerpen:	Ecology Information Systems not elsewhere classified wildlife necropsy data wildbase pathology register study evaluates part score &# 8212 pilot study highlights one health objectives limited terminological variance examine ), designed driven misclassification patterns consuming process poses analysed alongside tester 63 &# 8211 terminological variance may efficiently derive insights text clinical data search term selection efficient data retrieval four clinicopathologic findings highest performance scores scores across knowledge retrieval extracting insights efficient utilisation clinicopathologic finding tested findings findings reveal findings characterized xlink "> valuable resources results highlight relatively simple rapid analysis principals underlying mining approaches mining application may describe manual review external oiling diphtheritic stomatitis broader implementation bespoke text based text automatically capture application testers advancing conservation
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Violin plots of performance metrics across all testers.
door: Stefan Saverimuttu (20882325)
Gepubliceerd in: (2025)

Statistics of search terms and stems. Mean, standard deviation, and range of the number of selected search terms and number of 3 letter word stems derived from these search terms, across testers and clinicopathologic findings in the pilot test of an application for extraction of necropsy data from the Wildbase Pathology Register, DEE.
door: Stefan Saverimuttu (20882325)
Gepubliceerd in: (2025)

Metrics of application performance. Mean, standard deviation, and range of recall, precision, and calculated F1-score of all four tested clinicopathologic findings across all testers of the application for extraction of necropsy data from the Wildbase Pathology Register, DEE.
door: Stefan Saverimuttu (20882325)
Gepubliceerd in: (2025)

Quantification of misclassification categorisation. Misclassification categories quantified across all testers and clinicopathologic findings for false positives and false negatives in a pilot test of the text-mining application; DEE, designed for the rapid retrieval of necropsy data from free-text reports within the Wildbase Pathology Register of Aotearoa New Zealand.
door: Stefan Saverimuttu (20882325)
Gepubliceerd in: (2025)

Table of misclassification coding structure. Codes in the left-hand column were given to individual records misclassified by the application according to the false positive and false negative code definitions and examples described.
door: Stefan Saverimuttu (20882325)
Gepubliceerd in: (2025)

Clinicopathologic finding descriptions given for each dataset, and reference name of each finding in this study.
door: Stefan Saverimuttu (20882325)
Gepubliceerd in: (2025)

Line plots of performance metrics across TFIDF conditions.
door: Stefan Saverimuttu (20882325)
Gepubliceerd in: (2025)

Bar charts of false positive misclassifications for tested clinicopathologic findings across all testers.
door: Stefan Saverimuttu (20882325)
Gepubliceerd in: (2025)

Bar charts of false negative misclassifications for tested clinicopathologic findings across all testers.
door: Stefan Saverimuttu (20882325)
Gepubliceerd in: (2025)

Summarised workflow of the ‘Examine’ section of DEE.
door: Stefan Saverimuttu (20882325)
Gepubliceerd in: (2025)

All tester data.
door: Stefan Saverimuttu (20882325)
Gepubliceerd in: (2025)

Image 1_The relationship between social emotions and intuitive eating behaviors: an exploration based on text analysis.pdf
door: Jing Wu (54032)
Gepubliceerd in: (2025)

اقتضاء النص عند الأصوليين وتطبيقاته في القانون المدني الأردني
door: Al-Saleh, Abdullah
Gepubliceerd in: (2021)

التعارض بين النصوص: أسبابه ودفعه
door: Almujahed, Muhammad Said
Gepubliceerd in: (2020)

Multilevel logistic regression models with each negative emotions as a predictor.
door: Chan-Young Ahn (22683343)
Gepubliceerd in: (2025)

Confusion Matrix for Binary Classification.
door: Chan-Young Ahn (22683343)
Gepubliceerd in: (2025)

Associations between pre-assessment self-report measures and EMA (14-day) ratings.
door: Chan-Young Ahn (22683343)
Gepubliceerd in: (2025)

Descriptive statistics of demographic and clinical characteristics.
door: Chan-Young Ahn (22683343)
Gepubliceerd in: (2025)

Feature importance scores of the predictors.
door: Chan-Young Ahn (22683343)
Gepubliceerd in: (2025)

Supplementary material JImaging-3990735
door: Adrien Deliege (22675676)
Gepubliceerd in: (2025)

A. Violin plots showing eGFR distribution in MAFLD (red) vs. non-MAFLD (blue) groups.
door: Zienab M. Saad (22676502)
Gepubliceerd in: (2025)

Maximum clade credibility (MCC) trees of phylodynamic models for transmission in farm A.
door: Marina Meester (11765542)
Gepubliceerd in: (2025)

Output of phylodynamic (BD) and SEIR model to estimate the effective reproduction number of between-pen transmission (between-pen R<sub>e</sub>) for farm B, compartment 2 during weeks 7 to 16 of batch B.
door: Marina Meester (11765542)
Gepubliceerd in: (2025)

Infection dynamics and phylogenetics of HEV in two farms.
door: Marina Meester (11765542)
Gepubliceerd in: (2025)

Schematic overview of a pig farm and the three hypothesized environmental transmission routes (indicated by pink arrows) of hepatitis E virus in farms.
door: Marina Meester (11765542)
Gepubliceerd in: (2025)

تجديد الاصطلاح الفقهي عند الشيخ مصطفى الزرقا
door: Alajmi, Muhammad Mahdi Muhammad
Gepubliceerd in: (2022)

Synthetic event log with control-flow deviations and known ground-truth causal factors from a loan application process
door: Deanna Coralage (20557091)
Gepubliceerd in: (2025)

Data Sheet 1_Enhancing preoperative HER2 status classification of invasive breast cancers using machine learning models based on clinicopathological and MRI features: a multicenter study.docx
door: Suhong Zhao (10057478)
Gepubliceerd in: (2025)

Medication-inclusive multivariable logistic regression for MAFLD.
door: Zienab M. Saad (22676502)
Gepubliceerd in: (2025)

Multivariable logistic regression models for MAFLD predictors.
door: Zienab M. Saad (22676502)
Gepubliceerd in: (2025)

Liver Fibrosis Characteristics by CKD Stage in MAFLD Patients (n = 64).
door: Zienab M. Saad (22676502)
Gepubliceerd in: (2025)

Liver Stiffness and Fibrosis Grading by MAFLD Status.
door: Zienab M. Saad (22676502)
Gepubliceerd in: (2025)

Comparison of Non-invasive Liver Fibrosis Scores.
door: Zienab M. Saad (22676502)
Gepubliceerd in: (2025)

Demographic and Clinical Characteristics of Study Participants.
door: Zienab M. Saad (22676502)
Gepubliceerd in: (2025)

Proposed pathophysiological crosstalk between MAFLD and CKD.
door: Zienab M. Saad (22676502)
Gepubliceerd in: (2025)

Receiver operating characteristic (ROC) curve analysis comparing the performance of non-invasive fibrosis scores in MAFLD patients.
door: Zienab M. Saad (22676502)
Gepubliceerd in: (2025)

Stratification of Liver Stiffness according to eGFR in the MAFLD group.
door: Zienab M. Saad (22676502)
Gepubliceerd in: (2025)

Grades of liver fibrosis in MAFLD group (grey) and non-MAFLD group (black).
door: Zienab M. Saad (22676502)
Gepubliceerd in: (2025)

eGFR in the study participants.
door: Zienab M. Saad (22676502)
Gepubliceerd in: (2025)

2D–shear-wave elastography example: MAFLD + CKD case (female, 57 years).
door: Zienab M. Saad (22676502)
Gepubliceerd in: (2025)

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