AIMC Topic: Databases as Topic

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Prediction of Intracranial Aneurysm Risk using Machine Learning.

Scientific reports Apr 24, 2020
An efficient method for identifying subjects at high risk of an intracranial aneurysm (IA) is warranted to provide adequate radiological screening guidelines and effectively allocate medical resources. We developed a model for pre-diagnosis IA predic...
Risk Factors Male Middle Aged Humans Machine Learning Female Models, Biological Probability Databases as Topic Intracranial Aneurysm Incidence ROC Curve Area Under Curve
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In Silico Prediction of Metabolic Epoxidation for Drug-like Molecules via Machine Learning Methods.

Molecular informatics Mar 31, 2020
Epoxidation is one of the reactions in drug metabolism. Since epoxide metabolites would bind with proteins or DNA covalently, drugs should avoid epoxidation metabolism in the body. Due to the instability of epoxide, it is difficult to determine epoxi...
Databases as Topic Epoxy Compounds Computer Simulation Reproducibility of Results Animals Principal Component Analysis Pharmaceutical Preparations Rats Models, Theoretical Humans Machine Learning Algorithms
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Early prediction of circulatory failure in the intensive care unit using machine learning.

Nature medicine Mar 9, 2020
Intensive-care clinicians are presented with large quantities of measurements from multiple monitoring systems. The limited ability of humans to process complex information hinders early recognition of patient deterioration, and high numbers of monit...
Risk Factors Shock Humans Cohort Studies Prognosis ROC Curve Machine Learning Intensive Care Units Time Factors Databases as Topic Models, Theoretical Reproducibility of Results
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A Study on the Application of Convolutional Neural Networks to Fall Detection Evaluated with Multiple Public Datasets.

Sensors (Basel, Switzerland) Mar 6, 2020
Due to the repercussion of falls on both the health and self-sufficiency of older people and on the financial sustainability of healthcare systems, the study of wearable fall detection systems (FDSs) has gained much attention during the last years. T...
Neural Networks, Computer Female Reproducibility of Results Humans Accidental Falls Adolescent Activities of Daily Living Databases as Topic Aged Aged, 80 and over Young Adult Accelerometry
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A comprehensive study on the multi-class cervical cancer diagnostic prediction on pap smear images using a fusion-based decision from ensemble deep convolutional neural network.

Tissue & cell Feb 20, 2020
The diagnosis of cervical dysplasia, carcinoma in situ and confirmed carcinoma cases is more easily perceived by commercially available and current research-based decision support systems when the scenario of pathologists to patient ratio is small. T...
Humans Papanicolaou Test Image Processing, Computer-Assisted Area Under Curve Models, Biological Databases as Topic Uterine Cervical Neoplasms Neural Networks, Computer Deep Learning Algorithms ROC Curve Female
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Assessing Graph-based Deep Learning Models for Predicting Flash Point.

Molecular informatics Feb 20, 2020
Flash points of organic molecules play an important role in preventing flammability hazards and large databases of measured values exist, although millions of compounds remain unmeasured. To rapidly extend existing data to new compounds many research...
Models, Theoretical Databases as Topic Statistics as Topic Algorithms Deep Learning
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Fully automatic segmentation of glottis and vocal folds in endoscopic laryngeal high-speed videos using a deep Convolutional LSTM Network.

PloS one Feb 10, 2020
The objective investigation of the dynamic properties of vocal fold vibrations demands the recording and further quantitative analysis of laryngeal high-speed video (HSV). Quantification of the vocal fold vibration patterns requires as a first step t...
Glottis Time Factors Anatomic Landmarks Video Recording Female Vocal Cords Image Interpretation, Computer-Assisted Adult Humans Larynx Databases as Topic Endoscopy Neural Networks, Computer Algorithms
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Automatic Hierarchical Classification of Kelps Using Deep Residual Features.

Sensors (Basel, Switzerland) Jan 13, 2020
Across the globe, remote image data is rapidly being collected for the assessment of benthic communities from shallow to extremely deep waters on continental slopes to the abyssal seas. Exploiting this data is presently limited by the time it takes f...
Image Processing, Computer-Assisted Australia Databases as Topic Algorithms Deep Learning Automation Islands Kelp
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A Multi-Task Framework for Facial Attributes Classification through End-to-End Face Parsing and Deep Convolutional Neural Networks.

Sensors (Basel, Switzerland) Jan 7, 2020
Human face image analysis is an active research area within computer vision. In this paper we propose a framework for face image analysis, addressing three challenging problems of race, age, and gender recognition through face parsing. We manually la...
Racial Groups Age Factors Databases as Topic Face Male Deep Learning Humans Image Processing, Computer-Assisted Neural Networks, Computer Algorithms Female
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Medical data set classification using a new feature selection algorithm combined with twin-bounded support vector machine.

Medical & biological engineering & computing Jan 4, 2020
Early diagnosis and treatment are the most important strategies to prevent deaths from several diseases. In this regard, data mining and machine learning techniques have been useful tools to help minimize errors and to provide useful information for ...
Humans Neural Networks, Computer Databases as Topic Female Support Vector Machine
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