AIMC Topic: Neural Networks, Computer

Clear Filters Showing 19301 to 19310 of 31376 articles

ChemGrapher: Optical Graph Recognition of Chemical Compounds by Deep Learning.

Journal of chemical information and modeling Sep 24, 2020
In drug discovery, knowledge of the graph structure of chemical compounds is essential. Many thousands of scientific articles and patents in chemistry and pharmaceutical sciences have investigated chemical compounds, but in many cases, the details of...
Machine Learning Drug Discovery Deep Learning Neural Networks, Computer
View on PubMed DOI

Deep learning quantification of percent steatosis in donor liver biopsy frozen sections.

EBioMedicine Sep 24, 2020
BACKGROUND: Pathologist evaluation of donor liver biopsies provides information for accepting or discarding potential donor livers. Due to the urgent nature of the decision process, this is regularly performed using frozen sectioning at the time of b...
Severity of Illness Index Deep Learning Image Processing, Computer-Assisted Fatty Liver Living Donors Biopsy Molecular Sequence Annotation Humans Frozen Sections Neural Networks, Computer Liver Transplantation Algorithms Immunohistochemistry
View on PubMed DOI

Development of a Prediction Model for Demolition Waste Generation Using a Random Forest Algorithm Based on Small DataSets.

International journal of environmental research and public health Sep 24, 2020
Recently, artificial intelligence (AI) technologies have been employed to predict construction and demolition (C&D) waste generation. However, most studies have used machine learning models with continuous data input variables, applying algorithms, s...
Construction Industry Solid Waste Machine Learning Neural Networks, Computer Algorithms Support Vector Machine Artificial Intelligence
View on PubMed DOI

2D and 3D convolutional neural networks for outcome modelling of locally advanced head and neck squamous cell carcinoma.

Scientific reports Sep 24, 2020
For treatment individualisation of patients with locally advanced head and neck squamous cell carcinoma (HNSCC) treated with primary radiochemotherapy, we explored the capabilities of different deep learning approaches for predicting loco-regional tu...
Chemoradiotherapy Neoplasm Recurrence, Local Tumor Burden Middle Aged Image Processing, Computer-Assisted Squamous Cell Carcinoma of Head and Neck Head and Neck Neoplasms Follow-Up Studies Adult Survival Rate Male Aged Aged, 80 and over Neural Networks, Computer Prospective Studies Prognosis Retrospective Studies Tomography, X-Ray Computed Female Humans
View on PubMed DOI

Automated rotator cuff tear classification using 3D convolutional neural network.

Scientific reports Sep 24, 2020
Rotator cuff tear (RCT) is one of the most common shoulder injuries. When diagnosing RCT, skilled orthopedists visually interpret magnetic resonance imaging (MRI) scan data. For automated and accurate diagnosis of RCT, we propose a full 3D convolutio...
Humans Neural Networks, Computer Magnetic Resonance Imaging Rotator Cuff Injuries Artificial Intelligence Software Imaging, Three-Dimensional
View on PubMed DOI

Machine learning and dengue forecasting: Comparing random forests and artificial neural networks for predicting dengue burden at national and sub-national scales in Colombia.

PLoS neglected tropical diseases Sep 24, 2020
The robust estimate and forecast capability of random forests (RF) has been widely recognized, however this ensemble machine learning method has not been widely used in mosquito-borne disease forecasting. In this study, two sets of RF models were dev...
Humans Socioeconomic Factors Dengue Virus Weather Colombia Forecasting Aedes Animals Neural Networks, Computer Dengue Disease Outbreaks Machine Learning
View on PubMed DOI

Multipose Face Recognition-Based Combined Adaptive Deep Learning Vector Quantization.

Computational intelligence and neuroscience Sep 24, 2020
Multipose face recognition system is one of the recent challenges faced by the researchers interested in security applications. Different researches have been introduced discussing the accuracy improvement of multipose face recognition through enhanc...
Deep Learning Neural Networks, Computer Reproducibility of Results Support Vector Machine Facial Recognition
View on PubMed DOI

Deconvolutional neural network for image super-resolution.

Neural networks : the official journal of the International Neural Network Society Sep 23, 2020
This study builds a fully deconvolutional neural network (FDNN) and addresses the problem of single image super-resolution (SISR) by using the FDNN. Although SISR using deep neural networks has been a major research focus, the problem of reconstructi...
Neural Networks, Computer Image Processing, Computer-Assisted
View on PubMed DOI

Improving the performance of CNN to predict the likelihood of COVID-19 using chest X-ray images with preprocessing algorithms.

International journal of medical informatics Sep 23, 2020
OBJECTIVE: This study aims to develop and test a new computer-aided diagnosis (CAD) scheme of chest X-ray images to detect coronavirus (COVID-19) infected pneumonia.
SARS-CoV-2 Diagnosis, Computer-Assisted Deep Learning Humans Algorithms Neural Networks, Computer Tomography, X-Ray Computed COVID-19 Radiography, Thoracic
View on PubMed DOI

Assessing and mitigating the effects of class imbalance in machine learning with application to X-ray imaging.

International journal of computer assisted radiology and surgery Sep 23, 2020
PURPOSE: Machine learning (ML) algorithms are well known to exhibit variations in prediction accuracy when provided with imbalanced training sets typically seen in medical imaging (MI) due to the imbalanced ratio of pathological and normal cases. Thi...
Machine Learning Algorithms Datasets as Topic Humans Neural Networks, Computer Radiography, Thoracic X-Rays
View on PubMed DOI
Popular Topics
Recent Journals