214,423 results for machine learning
Showing 401–420 · 2.45 seconds · RSS
-
Journal Article Full text
Keratoconus severity identification using unsupervised machine learning
We developed an unsupervised machine learning algorithm and applied it to big corneal parameters to identify and monitor keratoconus stages. A big dataset of corneal swept source optical coherence tomography (OCT) images of 12,242 eyes acquired from SS-1000 CASIA OCT Imaging Systems in multiple…
-
Journal Article Full text
Machine Learning for Drug-Target Interaction Prediction
…interaction (DTI) prediction. In this review, our goal is to focus on machine learning approaches and provide a comprehensive overview. First, we summarize a brief list of databases frequently used in drug discovery. Next, we adopt a hierarchical classification scheme and introduce several…
-
Journal Article Full text
Quantum machine learning for electronic structure calculations
Considering recent advancements and successes in the development of efficient quantum algorithms for electronic structure calculations—alongside impressive results using machine learning techniques for computation—hybridizing quantum computing with machine learning for the intent of performing…
-
Journal Article Full text
Machine Learning Methods to Predict Diabetes Complications
One of the areas where Artificial Intelligence is having more impact is machine learning, which develops algorithms able to learn patterns and decision rules from data. Machine learning algorithms have been embedded into data mining pipelines, which can combine them with classical statistical…
-
Journal Article Full text
MoleculeNet: a benchmark for molecular machine learning
Molecular machine learning has been maturing rapidly over the last few years. Improved methods and the presence of larger datasets have enabled machine learning algorithms to make increasingly accurate predictions about molecular properties. However, algorithmic progress has been limited due to the…
-
Journal Article Full text
Machine Learning in Orthopedics: A Literature Review
In this paper we present the findings of a systematic literature review covering the articles published in the last two decades in which the authors described the application of a machine learning technique and method to an orthopedic problem or purpose. By searching both in the Scopus and Medline…
-
Journal Article Full text
Machine Learning Methods for Histopathological Image Analysis
Abundant accumulation of digital histopathological images has led to the increased demand for their analysis, such as computer-aided diagnosis using machine learning techniques. However, digital pathological images and related tasks have some issues to be considered. In this mini-review, we…
-
Journal Article Full text
Nonadiabatic Excited-State Dynamics with Machine Learning
[Image: see text] We show that machine learning (ML) can be used to accurately reproduce nonadiabatic excited-state dynamics with decoherence-corrected fewest switches surface hopping in a 1-D model system. We propose to use ML to significantly reduce the simulation time of realistic…
-
Journal Article Full text
Approaching the adiabatic timescale with machine learning
…work, we experimentally demonstrate an alternative approach based on a machine-learning algorithm which makes progress toward this goal. The algorithm is given control of the coupled decompression and transport of a metastable helium condensate, with its performance determined after each…
-
Journal Article Full text
Fast, Continuous Audiogram Estimation using Machine Learning
…estimating a continuous threshold audiogram using Bayesian estimation and machine learning classification. The objective of this study is to assess the accuracy and reliability of this new method relative to a commonly used threshold measurement technique. DESIGN: The authors performed air…
-
Journal Article Full text
Introduction to machine learning: k-nearest neighbors
Machine learning techniques have been widely used in many scientific fields, but its use in medical literature is limited partly because of technical difficulties. k-nearest neighbors (kNN) is a simple method of machine learning. The article introduces some basic ideas underlying the kNN algorithm…
-
Journal Article Full text
IRB Process Improvements: A Machine Learning Analysis
…analysis to identify significant predictors of IRB processing time and machine learning methods to predict processing times through the IRB review system. Based on initial identified predictors, changes to IRB workflow and staffing procedures were instituted and we repeated our analysis. RESULTS…
-
Journal Article Full text
Epileptic Seizures Prediction Using Machine Learning Methods
…of the onset is quite useful for preventing the seizure by medication. Machine learning techniques and computational methods are used for predicting epileptic seizures from Electroencephalograms (EEG) signals. However, preprocessing of EEG signals for noise removal and features extraction are two…
-
Journal Article Full text
Machine Learning Interface for Medical Image Analysis
TensorFlow is a second-generation open-source machine learning software library with a built-in framework for implementing neural networks in wide variety of perceptual tasks. Although TensorFlow usage is well established with computer vision datasets, the TensorFlow interface with DICOM formats…
-
Journal Article Full text
Unintended consequences of machine learning in medicine?
Machine learning (ML) has the potential to significantly aid medical practice. However, a recent article highlighted some negative consequences that may arise from using ML decision support in medicine. We argue here that whilst the concerns raised by the authors may be appropriate, they are not…
-
Journal Article Full text
Decontaminating eukaryotic genome assemblies with machine learning
…organism. RESULTS: We introduce a novel application of an established machine learning method, a decision tree, that can rigorously classify sequences. The major strength of the decision tree is that it can take any measured feature as input and does not require a priori identification of…
Showing at most 50 pages. Narrow your search with filters for more specific results.