Výsledky vyhledávání - "supervised algorithm"

A self‐supervised strategy for fully automatic segmentation of renal dynamic contrast‐enhanced magnetic resonance images Autor Huang, Wenjian, Li, Hao, Wang, Rui, Zhang, Xiaodong, Wang, Xiaoying, Zhang, Jue

“…Purpose An automated accurate segmentation for dynamic contrast‐enhanced magnetic resonance (DCE‐MR) image sequences is essential for quantification of renal…”
Získat plný text

A Survey on Automated Sentimental Analysis of Twitter Data using Supervised Algorithm Autor Mr. V. Chandra Sekhar Reddy, K. Manvith Reddy, CH. Vachan Sai, K. Suraj, A. Abhinash

“…Now a days as most of the people express their opinions and views on a particular topic, product or any other subject via social media, identifying the sentiment behind the statement has gained much significance…”
Získat plný text

Semi-Supervised Learning for Low-cost Personalized Obstructive Sleep Apnea Detection Using Unsupervised Deep Learning and Single-Lead Electrocardiogram Autor Hu, Shuaicong, Wang, Ya'nan, Liu, Jian, Yang, Cuiwei, Wang, Aiguo, Li, Kuanzheng, Liu, Wenxin

“…)-based OSA detection, by proposing an automatic semi-supervised algorithm for automated low-cost personalization fine-tuning. Methods…”
Získat plný text

Neurodevelopmental predictors of treatment response in schizophrenia and bipolar disorder Autor Iftimovici, Anton, Krebs, Emma, Dalfin, William, Legrand, Adrien, Scoriels, Linda, Martinez, Gilles, Bendjemaa, Narjes, Duchesnay, Edouard, Chaumette, Boris, Krebs, Marie-Odile

“… A supervised algorithm leveraged NSS and age at first clinical signs to classify between resistance and response in schizophrenia…”
Získat plný text

Translational Algorithms for Technological Dietary Quality Assessment Integrating Nutrimetabolic Data with Machine Learning Methods Autor de la O, Víctor, Fernández-Cruz, Edwin, Matía Matin, Pilar, Larrad-Sainz, Angélica, Espadas Gil, José Luis, Barabash, Ana, Fernández-Díaz, Cristina M., Calle-Pascual, Alfonso L., Rubio-Herrera, Miguel A., Martínez, J. Alfredo

“…: We analyzed data from 138 subjects from the European Dietary Deal project through comprehensive examinations, lifestyle questionnaires, and fasting blood samples…”
Získat plný text

A functional source separation algorithm to enhance error-related potentials monitoring in noninvasive brain-computer interface Autor Ferracuti, Francesco, Casadei, Valentina, Marcantoni, Ilaria, Iarlori, Sabrina, Burattini, Laura, Monteriù, Andrea, Porcaro, Camillo

“…•Semi Blind functional source separation (FSS) identify optimal spatial filter for BCI.•FSS algorithm is able to enhance error-related potential (ErrPs)…”
Získat plný text

SGM: a novel time-frequency algorithm based on unsupervised learning improves high-frequency oscillation detection in epilepsy Autor Migliorelli, Carolina, Bachiller, Alejandro, Alonso, Joan F, Romero, Sergio, Aparicio, Javier, Jacobs-Le Van, Julia, Mañanas, Miguel A, San Antonio-Arce, Victoria

“… This algorithm does not depend on parameter tuning on a subject (or database) basis, uses time-frequency characteristics, and relies on non-supervised classification to determine if the events standing out from the baseline activity are HFO…”
Získat plný text

Transfer Kernel Common Spatial Patterns for Motor Imagery Brain-Computer Interface Classification Autor Zhang, Pengju, Liu, Shucong, Zheng, Dezhi, Dai, Mengxi

“…) as preprocessing step before classification. The CSP method is a supervised algorithm. Therefore a lot of time-consuming training data is needed to build the model…”
Získat plný text

The Effect of Personalization on Smartphone-Based Fall Detectors Autor Medrano, Carlos, Plaza, Inmaculada, Igual, Raúl, Sánchez, Ángel, Castro, Manuel

“…—Nearest Neighbor (NN), Local Outlier Factor (LOF) and One-Class Support Vector Machine (OneClass-SVM)—and a traditional supervised algorithm, Support Vector Machine…”
Získat plný text

Artificial Intelligence-Enabled End-To-End Detection and Assessment of Alzheimer’s Disease Using Voice Autor Agbavor, Felix, Liang, Hualou

“… At the core of our system is the pre-trained data2vec model, the first high-performance self-supervised algorithm that works for speech, vision, and text…”
Získat plný text

Motor Function Evaluation of Hemiplegic Upper-Extremities Using Data Fusion from Wearable Inertial and Surface EMG Sensors Autor Li, Yanran, Zhang, Xu, Gong, Yanan, Cheng, Ying, Gao, Xiaoping, Chen, Xiang

“…) and surface electromyography (EMG) sensors. With wearable sensors worn on the tested upper limbs, subjects were asked to perform eleven straightforward, specifically designed canonical upper-limb functional tasks…”
Získat plný text

Multisubject Learning for Common Spatial Patterns in Motor-Imagery BCI Autor Otte, Georges, Wyns, Bart, Grosse-Wentrup, Moritz, Santens, Patrick, Devlaminck, Dieter

“…) as preprocessing step before feature extraction and classification. The CSP method is a supervised algorithm and therefore needs subject-specific training data for calibration, which is very time consuming to collect…”
Získat plný text

A Machine Vision Method for Automated Alignment of Fundus Imaging Systems Autor Moscaritolo, Michele, Knezevich, Frederick P., Zimmer-Galler, Ingrid, Jampel, Henry, Zeimer, Ran

“… The system consists of two cameras acquiring pupil images from two distinct directions and an operator-supervised algorithm to derive the coordinates of the pupil center and output of commands…”
Získat plný text

A large margin algorithm for automated segmentation of white matter hyperintensity Autor Qin, Chen, Guerrero, Ricardo, Bowles, Christopher, Chen, Liang, Dickie, David Alexander, Valdes-Hernandez, Maria del C., Wardlaw, Joanna, Rueckert, Daniel

“…•A supervised large margin algorithm is proposed to learn a global classifier.•A semi-supervised large margin classifier is learned for refinement on test subject…”
Získat plný text

Quasi-supervised scoring of human sleep in polysomnograms using augmented input variables Autor Yaghouby, Farid, Sunderam, Sridhar

“… EEG, EMG, and EOG features were extracted in 30s epochs from human-scored polysomnograms recorded from 42 healthy human subjects (18–79 years…”
Získat plný text

Colorectal Cancer Tissue Classification Using Semi-Supervised Hypergraph Convolutional Network Autor Bakht, Ahsan Baidar, Javed, Sajid, AlMarzouqi, Hasan, Khandoker, Ahsan, Werghi, Naoufel

“… In this paper, we propose a semi-supervised algorithm for CRC tissue classification. We propose to employ the hypergraph neural network to classify seven different biologically meaningful CRC tissue types…”
Získat plný text

Two distributed semi-supervised algorithms for mining of complex networks using Giraph Autor Erfan Farhangi Maleki, Ghadiri, Nasser, Maryam Lotfi Shahreza, Maleki, Zeinab

“…Heterogeneous networks are large graphs consisting of different types of nodes and edges. They are an important category of complex networks, but the process…”
Získat plný text

Disease classification and prediction via semi-supervised dimensionality reduction Autor Batmanghelich, K N, Ye, D H, Pohl, K M, Taskar, B, Davatzikos, C

“…We present a new semi-supervised algorithm for dimensionality reduction which exploits information of unlabeled data in order to improve the accuracy of image-based disease classification based on medical images…”
Získat plný text

Decoding EEG in Motor Imagery Tasks with Graph Semi-Supervised Broad Learning Autor She, Qingshan, Zhou, Yukai, Gan, Haitao, Ma, Yuliang, Luo, Zhizeng

“…In recent years, the accurate and real-time classification of electroencephalogram (EEG) signals has drawn increasing attention in the application of…”
Získat plný text

Supervised Machine Learning Approaches to Identify the False and True News from Social Media Data Autor Sadik, Md Rezwane, Rana, Md Masum, Akter, Lima, Islam, Rafiul, Rahman, Md. Hasanur, Rahman, Md. Musfiqur

“… Before passing judgment on the accuracy of a piece, even a subject matter specialist needs to look into a number of different angles…”
Získat plný text