AIMC Topic: Systematic Reviews as Topic
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Application of artificial intelligence in screening for adverse perinatal outcomes: A protocol for systematic review.
Medicine
Dec 11, 2020
The article presents a systematic review protocol. The aim of the study is an assessment of current studies regarding the application of artificial intelligence and neural networks in the screening for adverse perinatal outcomes. We intend to compare...
Artificial intelligence and automation of systematic reviews in women's health.
Current opinion in obstetrics & gynecology
Oct 1, 2020
PURPOSE OF REVIEW: Evidence-based women's healthcare is underpinned by systematic reviews and guidelines. Generating an evidence synthesis to support guidance for clinical practice is a time-consuming and labour-intensive activity that delays transfe...
Empirical assessment of bias in machine learning diagnostic test accuracy studies.
Journal of the American Medical Informatics Association : JAMIA
Jul 1, 2020
OBJECTIVE: Machine learning (ML) diagnostic tools have significant potential to improve health care. However, methodological pitfalls may affect diagnostic test accuracy studies used to appraise such tools. We aimed to evaluate the prevalence and rep...
Can artificial intelligence replace manual search for systematic literature? Review on cutaneous manifestations in primary Sjögren's syndrome.
Rheumatology (Oxford, England)
Apr 1, 2020
OBJECTIVES: Manual systematic literature reviews are becoming increasingly challenging due to the sharp rise in publications. The primary objective of this literature review was to compare manual and computer software using artificial intelligence re...
The diagnostic accuracy of artificial intelligence in thoracic diseases: A protocol for systematic review and meta-analysis.
Medicine
Feb 1, 2020
INTRODUCTION: Thoracic diseases include a variety of common human primary malignant tumors, among which lung cancer and esophageal cancer are among the top 10 in cancer incidence and mortality. Early diagnosis is an important part of cancer treatment...
Structured reviews for data and knowledge-driven research.
Database : the journal of biological databases and curation
Jan 1, 2020
UNLABELLED: Hypothesis generation is a critical step in research and a cornerstone in the rare disease field. Research is most efficient when those hypotheses are based on the entirety of knowledge known to date. Systematic review articles are common...
Diagnostic accuracy of machine-learning-assisted detection for anterior cruciate ligament injury based on magnetic resonance imaging: Protocol for a systematic review and meta-analysis.
Medicine
Dec 1, 2019
BACKGROUND: Although many machine learning algorithms have been developed to detect anterior cruciate ligament (ACL) injury based on magnetic resonance imaging (MRI), the performance of different algorithms required further investigation. The objecti...
Evaluation of an automatic article selection method for timelier updates of the Comet Core Outcome Set database.
Database : the journal of biological databases and curation
Jan 1, 2019
Curated databases of scientific literature play an important role in helping researchers find relevant literature, but populating such databases is a labour intensive and time-consuming process. One such database is the freely accessible Comet Core O...
Machine learning methods for automatic pain assessment using facial expression information: Protocol for a systematic review and meta-analysis.
Medicine
Dec 1, 2018
INTRODUCTION: Prediction of pain using machine learning algorithms is an emerging field in both computer science and clinical medicine. Several machine algorithms were developed and validated in recent years. However, the majority of studies in this ...
The economic cost of robotic rehabilitation for adult stroke patients: a systematic review protocol.
JBI database of systematic reviews and implementation reports
Aug 1, 2018
The objective of this review is to identify the best available evidence on the economic cost of robotic rehabilitation for adult stroke patients to improve their motor movement abilities. More specifically, the objective is to identify the evidence o...
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