AIMC Topic: Algorithms

Clear Filters Showing 21531 to 21540 of 28713 articles

Collaborative targeted learning using regression shrinkage.

Statistics in medicine Nov 2, 2017
Causal inference practitioners are routinely presented with the challenge of model selection and, in particular, reducing the size of the covariate set with the goal of improving estimation efficiency. Collaborative targeted minimum loss-based estima...
Biostatistics Pregnancy Complications Propensity Score Likelihood Functions Infant, Newborn Asthma Causality Computer Simulation Models, Statistical Pregnancy Regression Analysis Female Outcome Assessment, Health Care Humans Machine Learning Algorithms
View on PubMed DOI

Specific and intrinsic sequence patterns extracted by deep learning from intra-protein binding and non-binding peptide fragments.

Scientific reports Nov 2, 2017
The key finding in the DNA double helix model is the specific pairing or binding between nucleotides A-T and C-G, and the pairing rules are the molecule basis of genetic code. Unfortunately, no such rules have been discovered for proteins. Here we sh...
Algorithms Deep Learning Protein Binding Amino Acid Sequence Protein Conformation Binding Sites Proteins Databases, Protein Peptide Fragments
View on PubMed DOI

Flood susceptibility assessment in Hengfeng area coupling adaptive neuro-fuzzy inference system with genetic algorithm and differential evolution.

The Science of the total environment Nov 1, 2017
Floods are among Earth's most common natural hazards, and they cause major economic losses and seriously affect peoples' lives and health. This paper addresses the development of a flood susceptibility assessment that uses intelligent techniques and ...
Neural Networks, Computer Algorithms Fuzzy Logic Area Under Curve Floods Risk Assessment China ROC Curve
View on PubMed DOI

Protein contact prediction by integrating deep multiple sequence alignments, coevolution and machine learning.

Proteins Oct 31, 2017
In this study, we report the evaluation of the residue-residue contacts predicted by our three different methods in the CASP12 experiment, focusing on studying the impact of multiple sequence alignment, residue coevolution, and machine learning on co...
Protein Folding Sequence Alignment Sequence Analysis, Protein Proteins Databases, Protein Models, Molecular Datasets as Topic Crystallography, X-Ray Protein Conformation Machine Learning Algorithms Computational Biology Humans
View on PubMed DOI

Prediction of protein subcellular localization with oversampling approach and Chou's general PseAAC.

Journal of theoretical biology Oct 31, 2017
Predicting protein subcellular location with support vector machine has been a popular research area recently because of the dramatic explosion of bioinformation. Though substantial achievements have been obtained, few researchers considered the prob...
Position-Specific Scoring Matrices Proteins Databases, Protein Algorithms Amino Acids Principal Component Analysis Computational Biology Protein Transport Support Vector Machine
View on PubMed DOI

Supervised learning methods for pathological arterial pulse wave differentiation: A SVM and neural networks approach.

International journal of medical informatics Oct 31, 2017
OBJECTIVE: The main goal of this study was to develop an automatic method based on supervised learning methods, able to distinguish healthy from pathologic arterial pulse wave (APW), and those two from noisy waveforms (non-relevant segments of the si...
Pulse Wave Analysis Algorithms Equipment Design Case-Control Studies Arteries Humans Support Vector Machine Signal Processing, Computer-Assisted Pulsatile Flow Neural Networks, Computer
View on PubMed DOI

Importance of Better Human-Computer Interaction in the Era of Deep Learning: Mammography Computer-Aided Diagnosis as a Use Case.

Journal of the American College of Radiology : JACR Oct 31, 2017
Algorithms Female Sensitivity and Specificity Humans Breast Neoplasms Machine Learning Radiographic Image Interpretation, Computer-Assisted Diagnosis, Computer-Assisted Mammography
View on PubMed DOI

Development of a Reinforcement Learning-based Evolutionary Fuzzy Rule-Based System for diabetes diagnosis.

Computers in biology and medicine Oct 31, 2017
The early diagnosis of disease is critical to preventing the occurrence of severe complications. Diabetes is a serious health problem. A variety of methods have been developed for diagnosing diabetes. The majority of these methods have been developed...
Diagnosis, Computer-Assisted Diabetes Mellitus Fuzzy Logic Machine Learning Humans Algorithms Databases, Factual
View on PubMed DOI

Endoscopic Image Classification and Retrieval using Clustered Convolutional Features.

Journal of medical systems Oct 30, 2017
With the growing use of minimally invasive surgical procedures, endoscopic video archives are growing at a rapid pace. Efficient access to relevant content in such huge multimedia archives require compact and discriminative visual features for indexi...
Pattern Recognition, Automated Multimedia Endoscopy Neural Networks, Computer Algorithms Image Processing, Computer-Assisted Information Storage and Retrieval
View on PubMed DOI

Long short-term memory RNN for biomedical named entity recognition.

BMC bioinformatics Oct 30, 2017
BACKGROUND: Biomedical named entity recognition(BNER) is a crucial initial step of information extraction in biomedical domain. The task is typically modeled as a sequence labeling problem. Various machine learning algorithms, such as Conditional Ran...
Information Storage and Retrieval Neural Networks, Computer Machine Learning Algorithms Biomedical Research
View on PubMed DOI
Popular Topics
Recent Journals