Domain-specific transfer learning in the automated scoring of tumor-stroma ratio from histopathological images of colorectal cancer. [PDF]
Petäinen L+5 more
europepmc +1 more source
Automatic Essay Multi-dimensional Scoring with Fine-tuning and Multiple Regression [PDF]
Automated essay scoring (AES) involves predicting a score that reflects the writing quality of an essay. Most existing AES systems produce only a single overall score. However, users and L2 learners expect scores across different dimensions (e.g., vocabulary, grammar, coherence) for English essays in real-world applications.
arxiv
An automated scoring procedure for the micronucleus test by image analysis [PDF]
Dominic Varga+7 more
openalex +1 more source
Progressive Myoclonus Epilepsy: Distinctive MRI Changes in Cerebellar and Motor Networks
ABSTRACT Objective Progressive myoclonus epilepsy (PME) is a rare generalized epilepsy syndrome with a well‐characterized genetic basis. The brain networks that are affected to give rise to the distinctive symptoms of PME are less well understood. Methods Eleven individuals with PME with a confirmed genetic diagnosis and 22 controls were studied.
Jillian M. Cameron+3 more
wiley +1 more source
Automated Scoring of Respiratory Events in Sleep With a Single Effort Belt and Deep Neural Networks. [PDF]
Nassi TE+7 more
europepmc +1 more source
Teach-to-Reason with Scoring: Self-Explainable Rationale-Driven Multi-Trait Essay Scoring [PDF]
Multi-trait automated essay scoring (AES) systems provide a fine-grained evaluation of an essay's diverse aspects. While they excel in scoring, prior systems fail to explain why specific trait scores are assigned. This lack of transparency leaves instructors and learners unconvinced of the AES outputs, hindering their practical use. To address this, we
arxiv
Assessment of Automated Scoring of Polysomnographic Recordings in a Population with Suspected Sleep-disordered Breathing [PDF]
Stephen D. Pittman+7 more
openalex +1 more source
ABSTRACT Objective Certain frontotemporal lobar degeneration subtypes, including TDP‐A and B, can either occur sporadically or in association with specific genetic mutations. It is uncertain whether syndromic or imaging features previously associated with these patient groups are subtype or genotype specific.
Sean Coulborn+17 more
wiley +1 more source
Chapter 7. Construct Validity, Length, Score, and Time in Holistically Graded Writing Assessments: The Case against Automated Essay Scoring (AES) [PDF]
Les Perelman
openalex +2 more sources
Deep convolutional neural networks for automated scoring of pentagon copying test results. [PDF]
Maruta J+8 more
europepmc +1 more source