AIMC Topic: Datasets as Topic

Clear Filters Showing 731 to 740 of 1098 articles

Intelligent Word Embeddings of Free-Text Radiology Reports.

AMIA ... Annual Symposium proceedings. AMIA Symposium Apr 16, 2018
Radiology reports are a rich resource for advancing deep learning applications in medicine by leveraging the large volume of data continuously being updated, integrated, and shared. However, there are significant challenges as well, largely due to th...
Natural Language Processing Datasets as Topic Intracranial Hemorrhages Humans Semantics Radiology Information Systems Machine Learning Electronic Health Records
View on PubMed

Open Globe Injury Patient Identification in Warfare Clinical Notes.

AMIA ... Annual Symposium proceedings. AMIA Symposium Apr 16, 2018
The aim of this study is to utilize the Defense and Veterans Eye Injury and Vision Registry clinical data derived from DoD and VA medical systems which include documentation of care while in combat, and develop methods for comprehensive and reliable ...
Humans Support Vector Machine International Classification of Diseases Ophthalmology Registries Medical Records Systems, Computerized Veterans Eye Injuries Military Medicine Internet Documentation Datasets as Topic
View on PubMed

What matters in a transferable neural network model for relation classification in the biomedical domain?

Artificial intelligence in medicine Apr 13, 2018
A lack of sufficient labeled data often limits the applicability of advanced machine learning algorithms to real life problems. However, the efficient use of transfer learning (TL) has been shown to be very useful across domains. TL make use of valua...
Algorithms Drug Interactions Datasets as Topic Neural Networks, Computer Machine Learning
View on PubMed DOI

An Automatic Diagnosis Method of Facial Acne Vulgaris Based on Convolutional Neural Network.

Scientific reports Apr 11, 2018
In this paper, we present a new automatic diagnosis method for facial acne vulgaris which is based on convolutional neural networks (CNNs). To overcome the shortcomings of previous methods which were the inability to classify enough types of acne vul...
ROC Curve Skin Image Interpretation, Computer-Assisted Humans Neural Networks, Computer Prospective Studies Photography Datasets as Topic Face Acne Vulgaris
View on PubMed DOI

Transcriptomics and machine learning predict diagnosis and severity of growth hormone deficiency.

JCI insight Apr 5, 2018
BACKGROUND: The effect of gene expression data on diagnosis remains limited. Here, we show how diagnosis and classification of growth hormone deficiency (GHD) can be achieved from a single blood sample using a combination of transcriptomics and rando...
Growth Disorders Child, Preschool Child Case-Control Studies Adolescent Predictive Value of Tests Human Growth Hormone Principal Component Analysis Biomarkers Severity of Illness Index Humans Healthy Volunteers Female Gene Expression Profiling Datasets as Topic ROC Curve Machine Learning Male Transcriptome Gene Regulatory Networks Polymorphism, Single Nucleotide
View on PubMed DOI

Co-occurrence graphs for word sense disambiguation in the biomedical domain.

Artificial intelligence in medicine Mar 21, 2018
Word sense disambiguation is a key step for many natural language processing tasks (e.g. summarization, text classification, relation extraction) and presents a challenge to any system that aims to process documents from the biomedical domain. In thi...
Unified Medical Language System Knowledge Bases Datasets as Topic Semantics Algorithms Natural Language Processing PubMed
View on PubMed DOI

Back to the future - The integration of big data with machine learning is re-establishing the importance of predictive correlations in ovarian cancer diagnostics and therapeutics.

Gynecologic oncology Mar 21, 2018
Humans Machine Learning Female Databases, Genetic Ovarian Neoplasms Predictive Value of Tests Datasets as Topic Genetic Therapy
View on PubMed DOI

Multilayer bootstrap networks.

Neural networks : the official journal of the International Neural Network Society Mar 20, 2018
Multilayer bootstrap network builds a gradually narrowed multilayer nonlinear network from bottom up for unsupervised nonlinear dimensionality reduction. Each layer of the network is a nonparametric density estimator. It consists of a group of k-cent...
Algorithms Neural Networks, Computer Cluster Analysis Datasets as Topic
View on PubMed DOI

Prediction of influenza-like illness based on the improved artificial tree algorithm and artificial neural network.

Scientific reports Mar 20, 2018
Because influenza is a contagious respiratory illness that seriously threatens public health, accurate real-time prediction of influenza outbreaks may help save lives. In this paper, we use the Twitter data set and the United States Centers for Disea...
Datasets as Topic Computer Simulation Centers for Disease Control and Prevention, U.S. Humans Public Health Neural Networks, Computer Disease Outbreaks Prevalence Algorithms United States Computational Biology Influenza, Human
View on PubMed DOI

Big Data Toolsets to Pharmacometrics: Application of Machine Learning for Time-to-Event Analysis.

Clinical and translational science Mar 13, 2018
Additional value can be potentially created by applying big data tools to address pharmacometric problems. The performances of machine learning (ML) methods and the Cox regression model were evaluated based on simulated time-to-event data synthesized...
Pharmacology, Clinical Antineoplastic Agents Big Data Treatment Outcome Survival Analysis Datasets as Topic Proportional Hazards Models Machine Learning Data Analysis Neoplasms Humans
View on PubMed DOI
Popular Topics
Recent Journals