AIMC Topic: Publications

Clear Filters Showing 131 to 140 of 157 articles

Avoiding C-hacking when evaluating survival distribution predictions with discrimination measures.

Bioinformatics (Oxford, England) Sep 2, 2022
MOTIVATION: In this article, we consider how to evaluate survival distribution predictions with measures of discrimination. This is non-trivial as discrimination measures are the most commonly used in survival analysis and yet there is no clear metho...
Software Publications Machine Learning
View on PubMed DOI

Contexts and contradictions: a roadmap for computational drug repurposing with knowledge inference.

Briefings in bioinformatics Jul 18, 2022
The cost of drug development continues to rise and may be prohibitive in cases of unmet clinical need, particularly for rare diseases. Artificial intelligence-based methods are promising in their potential to discover new treatment options. The task ...
Publications Drug Repositioning Knowledge Proteins Artificial Intelligence
View on PubMed DOI

Automated medical literature screening using artificial intelligence: a systematic review and meta-analysis.

Journal of the American Medical Informatics Association : JAMIA Jul 12, 2022
OBJECTIVE: We aim to investigate the application and accuracy of artificial intelligence (AI) methods for automated medical literature screening for systematic reviews.
Algorithms Mass Screening Artificial Intelligence Humans Publications
View on PubMed DOI

The State of Machine Learning in Spine Surgery: A Systematic Review.

Clinical spine surgery Mar 1, 2022
STUDY DESIGN: This was a systematic review of existing literature.
Humans Databases, Factual Neurosurgical Procedures Algorithms Machine Learning Publications
View on PubMed DOI

BioBERT and Similar Approaches for Relation Extraction.

Methods in molecular biology (Clifton, N.J.) Jan 1, 2022
In biomedicine, facts about relations between entities (disease, gene, drug, etc.) are hidden in the large trove of 30 million scientific publications. The curated information is proven to play an important role in various applications such as drug r...
Natural Language Processing Language PubMed Publications Information Storage and Retrieval
View on PubMed DOI

Biomedical Literature Mining for Repurposing Laboratory Tests.

Methods in molecular biology (Clifton, N.J.) Jan 1, 2022
Epidemiological studies identifying biological markers of disease state are valuable, but can be time-consuming, expensive, and require extensive intuition and expertise. Furthermore, not all hypothesized markers will be borne out in a study, suggest...
Data Mining Electronic Health Records Publications Models, Statistical Machine Learning
View on PubMed DOI

Artificial Intelligence and Machine Learning in Cancer Research: A Systematic and Thematic Analysis of the Top 100 Cited Articles Indexed in Scopus Database.

Cancer control : journal of the Moffitt Cancer Center Jan 1, 2022
INTRODUCTION: Cancer is a major public health problem and a global leading cause of death where the screening, diagnosis, prediction, survival estimation, and treatment of cancer and control measures are still a major challenge. The rise of Artificia...
Publications Bibliometrics Machine Learning Neoplasms Delivery of Health Care Humans Artificial Intelligence
View on PubMed DOI

MELODI Presto: a fast and agile tool to explore semantic triples derived from biomedical literature.

Bioinformatics (Oxford, England) May 1, 2021
SUMMARY: The field of literature-based discovery is growing in step with the volume of literature being produced. From modern natural language processing algorithms to high quality entity tagging, the methods and their impact are developing rapidly. ...
Semantics Publications Algorithms Natural Language Processing Software
View on PubMed DOI

Large-scale entity representation learning for biomedical relationship extraction.

Bioinformatics (Oxford, England) Apr 19, 2021
MOTIVATION: The automatic extraction of published relationships between molecular entities has important applications in many biomedical fields, ranging from Systems Biology to Personalized Medicine. Existing works focused on extracting relationships...
Neural Networks, Computer Data Mining Software Semantics PubMed Publications
View on PubMed DOI

Using Neural Networks for Relation Extraction from Biomedical Literature.

Methods in molecular biology (Clifton, N.J.) Jan 1, 2021
Using different sources of information to support automated extracting of relations between biomedical concepts contributes to the development of our understanding of biological systems. The primary comprehensive source of these relations is biomedic...
Biological Ontologies Biomedical Research Algorithms Neural Networks, Computer Data Mining Databases, Factual Publications
View on PubMed DOI
Popular Topics
Recent Journals