Validation of 'Somnivore', a Machine Learning Algorithm for Automated Scoring and Analysis of Polysomnography Data. [PDF]
Manual scoring of polysomnography data is labor-intensive and time-consuming, and most existing software does not account for subjective differences and user variability.
Allocca G+22 more
europepmc +2 more sources
Stromal Filters in Automated Immunostain Scoring [PDF]
KI-67 is a marker for cell proliferation which binds a nuclear antigen and is thus a prime antibody in immunohistochemistry. Scoring methodologies derived from KI-67 immunostaining have shown promise as predictors of lethality in a range of cancers [1]. The most common scoring method is the labelling index, a ratio of KI-67 positive cells to the entire
Kunal Patel+3 more
doaj +3 more sources
Validation of a Commercial Automated Body Condition Scoring System on a Commercial Dairy Farm [PDF]
Body condition scoring (BCS) is the management practice of assessing body reserves of individual animals by visual or tactile estimation of subcutaneous fat and muscle.
Israel L. Mullins+4 more
doaj +3 more sources
Rubric-Specific Approach to Automated Essay Scoring with Augmentation Training [PDF]
Neural based approaches to automatic evaluation of subjective responses have shown superior performance and efficiency compared to traditional rule-based and feature engineering oriented solutions. However, it remains unclear whether the suggested neural solutions are sufficient replacements of human raters as we find recent works do not properly ...
Cho, Brian+2 more
arxiv +2 more sources
High-throughput automated scoring of Ki67 in breast cancer tissue microarrays from the Breast Cancer Association Consortium. [PDF]
Automated methods are needed to facilitate high-throughput and reproducible scoring of Ki67 and other markers in breast cancer tissue microarrays (TMAs) in large-scale studies.
Abubakar M+42 more
europepmc +3 more sources
The Use of Image Processing and Analysis in Automated Biological Dosimetry [PDF]
Biological dosimetry based on cytogenetic markers such as dicentric chromosome (DC) and micronuclei (MN) is, until now, the most frequently used method to estimate the radiation dose in the radiological accident event.
D. Ramadhani+3 more
doaj +3 more sources
Computed tomography angiography (CTA) collateral scoring can identify patients most likely to benefit from mechanical thrombectomy and those more likely to have good outcomes and ranges from 0 (no collaterals) to 3 (complete collaterals).
Grunwald IQ+17 more
europepmc +2 more sources
Rational Manual and Automated Scoring Thresholds for the Immunohistochemical Detection of TP53 Missense Mutations in Human Breast Carcinomas. [PDF]
Missense mutations in TP53 are common in human breast cancer, have been associated with worse prognosis, and may predict therapy effect. TP53 missense mutations are associated with aberrant accumulation of p53 protein in tumor cell nuclei.
Taylor NJ+5 more
europepmc +3 more sources
Automated scoring methods for quantitative interpretation of Tumour infiltrating lymphocytes (TILs) in breast cancer: a systematic review [PDF]
Tumour microenvironment (TME) of breast cancer mainly comprises malignant, stromal, immune, and tumour infiltrating lymphocyte (TILs). Assessment of TILs is crucial for determining the disease’s prognosis.
Nurkhairul Bariyah Baharun+5 more
doaj +2 more sources
Validation of automated scoring of science assessments
Constructed response items can both measure the coherence of student ideas and serve as reflective experiences to strengthen instruction. We report on new automated scoring technologies that can reduce the cost and complexity of scoring constructed ...
Ou Lydia Liu+4 more
openalex +3 more sources