AIMC Topic: Algorithms

Clear Filters Showing 19481 to 19490 of 28713 articles

Promising Artificial Intelligence-Machine Learning-Deep Learning Algorithms in Ophthalmology.

Asia-Pacific journal of ophthalmology (Philadelphia, Pa.) May 31, 2019
The lifestyle of modern society has changed significantly with the emergence of artificial intelligence (AI), machine learning (ML), and deep learning (DL) technologies in recent years. Artificial intelligence is a multidimensional technology with va...
Ophthalmology Eye Diseases Diagnostic Techniques, Ophthalmological Machine Learning Algorithms Deep Learning Humans Artificial Intelligence
View on PubMed DOI

Deep learning facilitates the diagnosis of adult asthma.

Allergology international : official journal of the Japanese Society of Allergology May 30, 2019
BACKGROUND: We explored whether the use of deep learning to model combinations of symptom-physical signs and objective tests, such as lung function tests and the bronchial challenge test, would improve model performance in predicting the initial diag...
Logistic Models Models, Theoretical Support Vector Machine Humans Male Neural Networks, Computer Algorithms Deep Learning Artificial Intelligence Female ROC Curve Asthma
View on PubMed DOI

Spatio-temporal deep learning models for tip force estimation during needle insertion.

International journal of computer assisted radiology and surgery May 30, 2019
PURPOSE: Precise placement of needles is a challenge in a number of clinical applications such as brachytherapy or biopsy. Forces acting at the needle cause tissue deformation and needle deflection which in turn may lead to misplacement or injury. He...
Humans Algorithms Deep Learning Tomography, Optical Coherence Calibration Mechanical Phenomena Equipment Design Needles Biopsy Brachytherapy
View on PubMed DOI

In situ tissue classification during laser ablation using acoustic signals.

Journal of biophotonics May 30, 2019
We suggest a novel method to classify the type of tissue that is being ablated, using the recorded acoustic sound waves during pulsed ultraviolet laser ablation. The motivation of the current research is tissue classification during vascular interven...
Swine Cattle Support Vector Machine Algorithms Reproducibility of Results Aorta Animals Neural Networks, Computer Laser Therapy Fourier Analysis Signal Processing, Computer-Assisted Acoustics Tendons
View on PubMed DOI

Machine learning-aided personalized DTI tractographic planning for deep brain stimulation of the superolateral medial forebrain bundle using HAMLET.

Acta neurochirurgica May 30, 2019
BACKGROUND: Growing interest exists for superolateral medial forebrain bundle (slMFB) deep brain stimulation (DBS) in psychiatric disorders. The surgical approach warrants tractographic rendition. Commercial stereotactic planning systems use determin...
Stereotaxic Techniques Diffusion Tensor Imaging Patient Care Planning Depressive Disorder, Major Neurosurgical Procedures Deep Brain Stimulation Obsessive-Compulsive Disorder Medial Forebrain Bundle Machine Learning Algorithms Female Adult Male Middle Aged Humans
View on PubMed DOI

I-Vector-Based Patient Adaptation of Deep Neural Networks for Automatic Heartbeat Classification.

IEEE journal of biomedical and health informatics May 29, 2019
Automatic classification of electrocardiogram (ECG) signals is important for diagnosing heart arrhythmias. A big challenge in automatic ECG classification is the variation in the waveforms and characteristics of ECG signals among different patients. ...
Heart Rate Electrocardiography Signal Processing, Computer-Assisted Arrhythmias, Cardiac Humans Neural Networks, Computer Algorithms
View on PubMed DOI

Online sequential echo state network with sparse RLS algorithm for time series prediction.

Neural networks : the official journal of the International Neural Network Society May 29, 2019
Recently, the echo state networks (ESNs) have been widely used for time series prediction. To meet the demand of actual applications and avoid the overfitting issue, the online sequential ESN with sparse recursive least squares (OSESN-SRLS) algorithm...
Forecasting Neural Networks, Computer Time Factors Algorithms Least-Squares Analysis
View on PubMed DOI

Non-Invasive Sensing of Nitrogen in Plant Using Digital Images and Machine Learning for ssp. L.

Sensors (Basel, Switzerland) May 29, 2019
Monitoring plant nitrogen (N) in a timely way and accurately is critical for precision fertilization. The imaging technology based on visible light is relatively inexpensive and ubiquitous, and open-source analysis tools have proliferated. In this st...
Nitrogen Brassica Image Processing, Computer-Assisted Models, Theoretical Machine Learning Phenotype Algorithms Nutrition Assessment Biomass
View on PubMed DOI

An application of convolutional neural networks with salient features for relation classification.

BMC bioinformatics May 29, 2019
BACKGROUND: Due to the advent of deep learning, the increasing number of studies in the biomedical domain has attracted much interest in feature extraction and classification tasks. In this research, we seek the best combination of feature set and hy...
Algorithms Models, Theoretical Databases as Topic Neural Networks, Computer
View on PubMed DOI

Drug repositioning of herbal compounds via a machine-learning approach.

BMC bioinformatics May 29, 2019
BACKGROUND: Drug repositioning, also known as drug repurposing, defines new indications for existing drugs and can be used as an alternative to drug development. In recent years, the accumulation of large volumes of information related to drugs and d...
Phytochemicals Phenotype Models, Biological Drug Repositioning Pharmaceutical Preparations Reproducibility of Results Humans Gene Ontology Logistic Models Machine Learning Algorithms
View on PubMed DOI
Popular Topics
Recent Journals