AIMC Topic: Data Mining

Clear Filters Showing 451 to 460 of 1566 articles

Ontologies, Knowledge Representation, and Machine Learning for Translational Research: Recent Contributions.

Yearbook of medical informatics Aug 21, 2020
OBJECTIVES: To select, present, and summarize the most relevant papers published in 2018 and 2019 in the field of Ontologies and Knowledge Representation, with a particular focus on the intersection between Ontologies and Machine Learning.
Artificial Intelligence Machine Learning Electronic Health Records Natural Language Processing Translational Research, Biomedical Data Mining Biological Ontologies Knowledge Management Humans
View on PubMed DOI

Using machine learning for predicting cervical cancer from Swedish electronic health records by mining hierarchical representations.

PloS one Aug 21, 2020
Electronic health records (EHRs) contain rich documentation regarding disease symptoms and progression, but EHR data is challenging to use for diagnosis prediction due to its high dimensionality, relative scarcity, and substantial level of noise. We ...
Data Mining Electronic Health Records Humans Female Neural Networks, Computer Sweden Machine Learning Uterine Cervical Neoplasms
View on PubMed DOI

Natural Language Processing for Rapid Response to Emergent Diseases: Case Study of Calcium Channel Blockers and Hypertension in the COVID-19 Pandemic.

Journal of medical Internet research Aug 14, 2020
BACKGROUND: A novel disease poses special challenges for informatics solutions. Biomedical informatics relies for the most part on structured data, which require a preexisting data or knowledge model; however, novel diseases do not have preexisting k...
SARS-CoV-2 Time Factors Hypertension Natural Language Processing Humans Pandemics COVID-19 Electronic Health Records Betacoronavirus Pneumonia, Viral Coronavirus Infections Data Mining COVID-19 Drug Treatment Calcium Channel Blockers
View on PubMed DOI

cnnAlpha: Protein disordered regions prediction by reduced amino acid alphabets and convolutional neural networks.

Proteins Aug 7, 2020
Intrinsically disordered regions (IDR) play an important role in key biological processes and are closely related to human diseases. IDRs have great potential to serve as targets for drug discovery, most notably in disordered binding regions. Accurat...
Neural Networks, Computer Machine Learning ROC Curve Computational Biology Humans Datasets as Topic Intrinsically Disordered Proteins Sequence Analysis, Protein Multifactor Dimensionality Reduction Area Under Curve Benchmarking Amino Acid Sequence Data Mining
View on PubMed DOI

Long-distance disorder-disorder relation extraction with bootstrapped noisy data.

Journal of biomedical informatics Aug 7, 2020
OBJECTIVE: Artificial intelligence in healthcare increasingly relies on relations in knowledge graphs for algorithm development. However, many important relations are not well covered in existing knowledge graphs. We aim to develop a novel long-dista...
Algorithms Databases, Factual Bayes Theorem Data Mining Artificial Intelligence
View on PubMed DOI

Data mining for sex estimation based on cranial measurements.

Forensic science international Aug 2, 2020
The aim of the present study is to develop effective and understandable classification models for sex estimation and to identify the most dimorphic linear measurements in adult crania by means of data mining techniques. Furthermore, machine learning ...
Sex Determination by Skeleton Skull Forensic Anthropology Middle Aged Adolescent Imaging, Three-Dimensional Logistic Models Decision Trees Anatomic Landmarks Cephalometry Data Mining Aged Aged, 80 and over Young Adult Adult Humans Machine Learning Algorithms Tomography, X-Ray Computed
View on PubMed DOI

Artificial Intelligence and Mechanistic Modeling for Clinical Decision Making in Oncology.

Clinical pharmacology and therapeutics Aug 1, 2020
The amount of "big" data generated in clinical oncology, whether from molecular, imaging, pharmacological, or biological origin, brings novel challenges. To mine efficiently this source of information, mathematical models able to produce predictive a...
Decision Support Techniques Models, Theoretical Humans Diagnosis, Computer-Assisted Electronic Health Records Artificial Intelligence Data Mining Decision Support Systems, Clinical Clinical Decision-Making Medical Oncology Genomics Neoplasms Immunotherapy
View on PubMed DOI

Prediction of pituitary adenoma surgical consistency: radiomic data mining and machine learning on T2-weighted MRI.

Neuroradiology Jul 23, 2020
PURPOSE: Pituitary macroadenoma consistency can influence the ease of lesion removal during surgery, especially when using a transsphenoidal approach. Unfortunately, it is not assessable on standard qualitative MRI. Radiomic texture analysis could he...
Pituitary Neoplasms Image Interpretation, Computer-Assisted Male Female Humans Adenoma Middle Aged Aged Machine Learning Predictive Value of Tests Adolescent Adult Data Mining Retrospective Studies Magnetic Resonance Imaging Endoscopy
View on PubMed DOI

MAGPEL: an autoMated pipeline for inferring vAriant-driven Gene PanEls from the full-length biomedical literature.

Scientific reports Jul 23, 2020
In spite of the efforts in developing and maintaining accurate variant databases, a large number of disease-associated variants are still hidden in the biomedical literature. Curation of the biomedical literature in an effort to extract this informat...
Natural Language Processing Leukemia, Myeloid, Acute Prostatic Neoplasms Male Humans Genetic Association Studies Data Mining Female Databases, Genetic Breast Neoplasms
View on PubMed DOI

Natural language processing and machine learning to enable automatic extraction and classification of patients' smoking status from electronic medical records.

Upsala journal of medical sciences Jul 22, 2020
BACKGROUND: The electronic medical record (EMR) offers unique possibilities for clinical research, but some important patient attributes are not readily available due to its unstructured properties. We applied text mining using machine learning to en...
Electronic Health Records Reproducibility of Results Sweden ROC Curve Smoking Support Vector Machine Observer Variation Humans False Positive Reactions Natural Language Processing Medical Informatics Tobacco Use Disorder Machine Learning Bayes Theorem Automation Software Data Mining Pattern Recognition, Automated Algorithms Research Design
View on PubMed DOI
Popular Topics
Recent Journals