AIMC Topic: Research Report

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End-to-End Approach for Structuring Radiology Reports.

Studies in health technology and informatics Jun 16, 2020
Radiology reports include various types of clinical information that are used for patient care. Reports are also expected to have secondary uses (e.g., clinical research and the development of decision support systems). For secondary use, it is neces...
Natural Language Processing Radiology Research Report Radiology Information Systems Neural Networks, Computer Software Writing Humans
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Developing specific reporting guidelines for diagnostic accuracy studies assessing AI interventions: The STARD-AI Steering Group.

Nature medicine Jun 1, 2020
Research Report Guidelines as Topic Diagnostic Techniques and Procedures ROC Curve Predictive Value of Tests Area Under Curve Artificial Intelligence Sensitivity and Specificity Humans
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Automated Misspelling Detection and Correction in Persian Clinical Text.

Journal of digital imaging Jun 1, 2020
Accurate electronic health records are important for clinical care, research, and patient safety assurance. Correction of misspelled words is required to ensure the correct interpretation of medical records. In the Persian language, the lack of autom...
Humans Female Electronic Health Records Natural Language Processing Ultrasonography, Mammary Language Research Report
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Follow-Up on the Use of Machine Learning in Clinical Quality Assurance: Can We Detect Adverse Event Under-Reporting in Oncology Trials?

Drug safety Mar 1, 2020
Humans Machine Learning Drug-Related Side Effects and Adverse Reactions Research Report Quality Assurance, Health Care Quality Indicators, Health Care Patient Safety Neoplasms Antineoplastic Agents Clinical Trials as Topic Adverse Drug Reaction Reporting Systems
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Automating Clinical Chart Review: An Open-Source Natural Language Processing Pipeline Developed on Free-Text Radiology Reports From Patients With Glioblastoma.

JCO clinical cancer informatics Jan 1, 2020
PURPOSE: The aim of this study was to develop an open-source natural language processing (NLP) pipeline for text mining of medical information from clinical reports. We also aimed to provide insight into why certain variables or reports are more suit...
Medical Records Systems, Computerized Research Report Automation Neuroimaging Humans Natural Language Processing Glioblastoma Radiology Data Mining
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Comprehensive Word-Level Classification of Screening Mammography Reports Using a Neural Network Sequence Labeling Approach.

Journal of digital imaging Oct 1, 2019
Radiology reports contain a large amount of potentially valuable unstructured data. Recently, neural networks have been employed to perform classification of radiology reports over a few classes at the document level. The success of neural networks i...
Image Interpretation, Computer-Assisted Breast Neoplasms Mammography Research Report Electronic Health Records Female Reproducibility of Results Neural Networks, Computer Databases, Factual Humans
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Obtaining Knowledge in Pathology Reports Through a Natural Language Processing Approach With Classification, Named-Entity Recognition, and Relation-Extraction Heuristics.

JCO clinical cancer informatics Aug 1, 2019
PURPOSE: Robust institutional tumor banks depend on continuous sample curation or else subsequent biopsy or resection specimens are overlooked after initial enrollment. Curation automation is hindered by semistructured free-text clinical pathology no...
Aged Aged, 80 and over Young Adult Adult Male Heuristics Natural Language Processing Algorithms Middle Aged Research Report Neoplasm Staging Humans Electronic Health Records Medical Informatics Neoplasms Workflow Machine Learning Female Pathology, Molecular Adolescent Software User-Computer Interface
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Natural Language Processing for Automated Quantification of Brain Metastases Reported in Free-Text Radiology Reports.

JCO clinical cancer informatics Apr 1, 2019
PURPOSE: Although the bulk of patient-generated health data are increasing exponentially, their use is impeded because most data come in unstructured format, namely as free-text clinical reports. A variety of natural language processing (NLP) methods...
Reproducibility of Results Magnetic Resonance Imaging Humans Research Report Brain Neoplasms Natural Language Processing Algorithms Medical Informatics ROC Curve Radiology Electronic Health Records
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Acid-Base Reports Need a Text Explanation.

Anesthesiology Apr 1, 2019
Acid-Base Equilibrium Artificial Intelligence Humans Research Report Text Messaging
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Brief Report: A Novel System to Evaluate Autism Spectrum Disorders Using Two Humanoid Robots.

Journal of autism and developmental disorders Apr 1, 2019
We investigated the feasibility of our novel evaluation system for use with children with autism spectrum disorders (ASD). We prepared the experimental setting with two humanoid robots in reference to the birthday party scene in the Autism Diagnostic...
Humans Autism Spectrum Disorder Child Robotics Communication Research Report Social Skills Male Child, Preschool
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