AIMC Topic: Data Mining

Clear Filters Showing 541 to 550 of 1566 articles

Finding relevant free-text radiology reports at scale with IBM Watson Content Analytics: a feasibility study in the UK NHS.

Journal of biomedical semantics Nov 12, 2019
BACKGROUND: Significant amounts of health data are stored as free-text within clinical reports, letters, discharge summaries and notes. Busy clinicians have limited time to read such large amounts of free-text and are at risk of information overload ...
Humans Brain Neoplasms Natural Language Processing Research Report United Kingdom National Health Programs Hydronephrosis Radiology Feasibility Studies Data Mining
View on PubMed DOI

DeePathology: Deep Multi-Task Learning for Inferring Molecular Pathology from Cancer Transcriptome.

Scientific reports Nov 11, 2019
Despite great advances, molecular cancer pathology is often limited to the use of a small number of biomarkers rather than the whole transcriptome, partly due to computational challenges. Here, we introduce a novel architecture of Deep Neural Network...
Disease Susceptibility Organ Specificity Pathology, Molecular Neural Networks, Computer Gene Expression Regulation, Neoplastic Neoplasms Algorithms Data Mining Gene Expression Profiling Reproducibility of Results Deep Learning Transcriptome Computational Biology Humans
View on PubMed DOI

Artificial intelligence and big data facilitated targeted drug discovery.

Stroke and vascular neurology Nov 7, 2019
Different kinds of biological databases publicly available nowadays provide us a goldmine of multidiscipline big data. The Cancer Genome Atlas is a cancer database including detailed information of many patients with cancer. DrugBank is a database in...
Pharmacokinetics Big Data Toxicology Computer-Aided Design Humans Pharmaceutical Preparations Structure-Activity Relationship Artificial Intelligence Drug Design Data Mining Databases, Factual Molecular Structure Drug Discovery Molecular Targeted Therapy
View on PubMed DOI

Affinity and class probability-based fuzzy support vector machine for imbalanced data sets.

Neural networks : the official journal of the International Neural Network Society Nov 2, 2019
The learning problem from imbalanced data sets poses a major challenge in data mining community. Although conventional support vector machine can generally show relatively robust performance in dealing with the classification problems of imbalanced d...
Humans Algorithms Support Vector Machine Cluster Analysis Data Mining Probability
View on PubMed DOI

Analysis of risk factor domains in psychosis patient health records.

Journal of biomedical semantics Oct 31, 2019
BACKGROUND: Readmission after discharge from a hospital is disruptive and costly, regardless of the reason. However, it can be particularly problematic for psychiatric patients, so predicting which patients may be readmitted is critically important b...
Electronic Health Records Female Risk Factors Natural Language Processing Psychotic Disorders Young Adult Male Humans Neural Networks, Computer Data Mining Biological Ontologies
View on PubMed DOI

A database for using machine learning and data mining techniques for coronary artery disease diagnosis.

Scientific data Oct 23, 2019
We present the coronary artery disease (CAD) database, a comprehensive resource, comprising 126 papers and 68 datasets relevant to CAD diagnosis, extracted from the scientific literature from 1992 and 2018. These data were collected to help advance r...
User-Computer Interface Internet Coronary Artery Disease Data Mining Humans Machine Learning Software Databases, Factual
View on PubMed DOI

Associative attention networks for temporal relation extraction from electronic health records.

Journal of biomedical informatics Oct 15, 2019
Temporal relations are crucial in constructing a timeline over the course of clinical care, which can help medical practitioners and researchers track the progression of diseases, treatments and adverse reactions over time. Due to the rapid adoption ...
Natural Language Processing Data Mining Neural Networks, Computer Electronic Health Records Humans
View on PubMed DOI

RedMed: Extending drug lexicons for social media applications.

Journal of biomedical informatics Oct 15, 2019
Social media has been identified as a promising potential source of information for pharmacovigilance. The adoption of social media data has been hindered by the massive and noisy nature of the data. Initial attempts to use social media data have rel...
Data Mining Information Dissemination Pharmacovigilance Databases, Pharmaceutical Social Media Natural Language Processing Pharmaceutical Preparations Humans
View on PubMed DOI

Comparing information extraction techniques for low-prevalence concepts: The case of insulin rejection by patients.

Journal of biomedical informatics Oct 13, 2019
OBJECTIVE: To comparatively evaluate a range of Natural Language Processing (NLP) approaches for Information Extraction (IE) of low-prevalence concepts in clinical notes on the example of decline of insulin therapy recommendation by patients.
Hypoglycemic Agents Diabetes Mellitus Support Vector Machine Electronic Health Records User-Computer Interface Insulin Natural Language Processing Data Mining Treatment Refusal Humans Neural Networks, Computer
View on PubMed DOI

Common pre-diagnostic features in individuals with different rare diseases represent a key for diagnostic support with computerized pattern recognition?

PloS one Oct 10, 2019
BACKGROUND: Rare diseases (RD) result in a wide variety of clinical presentations, and this creates a significant diagnostic challenge for health care professionals. We hypothesized that there exist a set of consistent and shared phenomena among all ...
Rare Diseases Chronic Disease Data Mining Artificial Intelligence Patients Machine Learning Male Health Personnel Humans Female Surveys and Questionnaires Adolescent Young Adult Health Status Adult
View on PubMed DOI
Popular Topics
Recent Journals