AIMC Topic: Data Mining

Clear Filters Showing 371 to 380 of 1566 articles

Leveraging electronic health record data to inform hospital resource management : A systematic data mining approach.

Health care management science May 24, 2021
Early identification of resource needs is instrumental in promoting efficient hospital resource management. Hospital information systems, and electronic health records (EHR) in particular, collect valuable demographic and clinical patient data from t...
Humans Data Mining Hospitals Logistic Models Machine Learning Electronic Health Records
View on PubMed DOI

Artificial intelligence in pathology and laboratory medicine.

Journal of clinical pathology May 24, 2021
Humans Clinical Laboratory Techniques Data Mining Automation, Laboratory Artificial Intelligence Pathology, Clinical Big Data
View on PubMed DOI

Designing a hybrid dimension reduction for improving the performance of Amharic news document classification.

PloS one May 21, 2021
The volume of Amharic digital documents has grown rapidly in recent years. As a result, automatic document categorization is highly essential. In this paper, we present a novel dimension reduction approach for improving classification accuracy by com...
Information Technology Principal Component Analysis Linguistics Data Mining Support Vector Machine Humans Datasets as Topic Multifactor Dimensionality Reduction Ethiopia Language
View on PubMed DOI

Cross-evaluation of social mining for classification of depressed online personas.

Journal of integrative bioinformatics May 20, 2021
With the continuous increase in the use of social networks, social mining is steadily becoming a powerful component of digital phenotyping. In this paper we explore social mining for the classification of self-diagnosed depressed users of Reddit as s...
Machine Learning Data Mining
View on PubMed DOI

Artificial Intelligence in Action: Addressing the COVID-19 Pandemic with Natural Language Processing.

Annual review of biomedical data science May 14, 2021
The COVID-19 (coronavirus disease 2019) pandemic has had a significant impact on society, both because of the serious health effects of COVID-19 and because of public health measures implemented to slow its spread. Many of these difficulties are fund...
Emotions Natural Language Processing Periodicals as Topic COVID-19 Communication Information Storage and Retrieval Knowledge Discovery Data Mining Datasets as Topic Software Pandemics Humans
View on PubMed DOI

Developing machine learning models for relative humidity prediction in air-based energy systems and environmental management applications.

Journal of environmental management May 13, 2021
The prediction of relative humidity is a challenging task because of its nonlinear nature. The machine learning-based prediction strategies have attained significant attention in tackling a broad class of challenging nonlinear and complex problems. T...
Data Mining Machine Learning Conservation of Natural Resources Algorithms Humidity
View on PubMed DOI

Discrepancies in Stroke Distribution and Dataset Origin in Machine Learning for Stroke.

Journal of stroke and cerebrovascular diseases : the official journal of National Stroke Association Apr 30, 2021
BACKGROUND: Machine learning algorithms depend on accurate and representative datasets for training in order to become valuable clinical tools that are widely generalizable to a varied population. We aim to conduct a review of machine learning uses i...
Prevalence United States Stroke Data Mining Bias Databases, Factual Prognosis Humans Machine Learning Data Accuracy
View on PubMed DOI

Construction data mining methods in the prediction of death in hemodialysis patients using support vector machine, neural network, logistic regression and decision tree.

Journal of preventive medicine and hygiene Apr 29, 2021
OBJECTIVES: Chronic kidney disease (CKD) is one of the main causes of morbidity and mortality worldwide. Detecting survival modifiable factors could help in prioritizing the clinical care and offers a treatment decision-making for hemodialysis patien...
Regression Analysis Humans Renal Insufficiency, Chronic Renal Dialysis Decision Trees Neural Networks, Computer Support Vector Machine Data Mining Logistic Models
View on PubMed DOI

A primer on applying AI synergistically with domain expertise to oncology.

Biochimica et biophysica acta. Reviews on cancer Apr 24, 2021
BACKGROUND: The concurrent growth of large-scale oncology data alongside the computational methods with which to analyze and model it has created a promising environment for revolutionizing cancer diagnosis, treatment, prevention, and drug discovery....
Biomedical Research Animals Data Accuracy Medical Oncology Artificial Intelligence Machine Learning Humans Data Mining Databases, Factual
View on PubMed DOI

Extracting knowledge networks from plant scientific literature: potato tuber flesh color as an exemplary trait.

BMC plant biology Apr 24, 2021
BACKGROUND: Scientific literature carries a wealth of information crucial for research, but only a fraction of it is present as structured information in databases and therefore can be analyzed using traditional data analysis tools. Natural language ...
Pigments, Biological Plant Tubers Data Mining Solanum tuberosum Natural Language Processing Color
View on PubMed DOI
Popular Topics
Recent Journals