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Automated Essay Scoring Using Transformer Models [PDF]

open access: yesPsych, 2021
Automated essay scoring (AES) is gaining increasing attention in the education sector as it significantly reduces the burden of manual scoring and allows ad hoc feedback for learners.
Sabrina Ludwig   +4 more
doaj   +3 more sources

A deep learning-based image analysis model for automated scoring of horizontal ocular movement disorders [PDF]

open access: yesFrontiers in Neurology
IntroductionThis study proposes a deep learning–based image analysis method for automated scoring of the severity of horizontal ocular movement disorders and evaluates its performance against traditional manual scoring methods.MethodsA total of 2,565 ...
Xiao-lu Jin   +4 more
doaj   +2 more sources

A Deep Learning-Based Automated Scoring System for Predicting Eyelid Rejuvenation Outcomes After Monopolar Radiofrequency Treatment [PDF]

open access: yesClinical, Cosmetic and Investigational Dermatology
Dong Hye Suh,1 Sang Jun Lee,1 In Yong Kim,2 Byung Chul Jang,3 Hei Sung Kim4 1ArumdaunNara Dermatologic Clinic, Seoul, Korea; 2Switz Dermatologic Clinic, Seoul, Korea; 3School of Electronics and Electrical Engineering, Kyungpook National University, Daegu,
Suh DH, Lee SJ, Kim IY, Jang BC, Kim HS
doaj   +2 more sources

Automated versus human scoring of the Rey-Osterrieth Complex Figure Test: a rapid review [PDF]

open access: yesFrontiers in Psychiatry
IntroductionDespite digital advances in healthcare, clinical neuropsychology has been slow to adopt automated assessment tools. Automated scoring of the Rey-Osterrieth Complex Figure Test (ROCFT) could enhance efficiency and consistency in evaluating ...
Sander Lindholm Andersen   +4 more
doaj   +2 more sources

Validation of an Automated Scoring Algorithm That Assesses Eye Exploration in a 3-Dimensional Virtual Reality Environment Using Eye-Tracking Sensors [PDF]

open access: yesSensors
Eye-tracking studies in virtual reality (VR) deliver insights into behavioral function. The gold standard of evaluating gaze behavior is based on manual scoring, which is labor-intensive.
Or Koren   +5 more
doaj   +2 more sources

Automated Essay Scoring: A Literature Review

open access: yesStudies in Applied Linguistics & TESOL, 2011
In recent decades, large-scale English language proficiency testing and testing research have seen an increased interest in constructed-response essay-writing items (Aschbacher, 1991; Powers, Burstein, Chodorow, Fowles, & Kukich, 2001; Weigle, 2002). The
Ian Blood
doaj   +4 more sources

Automated scoring methods for quantitative interpretation of Tumour infiltrating lymphocytes (TILs) in breast cancer: a systematic review [PDF]

open access: yesBMC Cancer
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

Automated Scoring of Alzheimer’s Disease Atrophy Scale with Subtype Classification Using Deep Learning-Based T1-Weighted Magnetic Resonance Image Segmentation [PDF]

open access: yesJournal of Alzheimer's Disease Reports
Background: Application of visual scoring scales for regional atrophy in Alzheimer’s disease (AD) in clinical settings is limited by their high time cost and low intra/inter-rater agreement. Objective: To provide automated atrophy scoring using objective
Yeong Sim Choe   +13 more
doaj   +2 more sources

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