Kernel nonnegative representation-based classifier
Sign Up to like & getrecommendations! Published in 2022 at "Applied Intelligence"
DOI: 10.1007/s10489-021-02486-0
Abstract: Non-negativity is a critical and explainable property in linear representation-based methods leading to promising performances in the pattern classification field. Based on the non-negativity, a powerful linear representation-based classifier was proposed, namely non-negative representation-based classifier… read more here.
Keywords: representation; representation based; based classifier; linear representation ... See more keywords
An ensemble learning method for asthma control level detection with leveraging medical knowledge-based classifier and supervised learning
Sign Up to like & getrecommendations! Published in 2019 at "Journal of Medical Systems"
DOI: 10.1007/s10916-019-1259-8
Abstract: Approximately 300 million people are afflicted with asthma around the world, with the estimated death rate of 250,000 cases, indicating the significance of this disease. If not treated, it can turn into a serious public… read more here.
Keywords: control level; classifier supervised; based classifier; ensemble learning ... See more keywords
A Deep Long Short-Term Memory based classifier for Wireless Intrusion Detection System
Sign Up to like & getrecommendations! Published in 2020 at "ICT Express"
DOI: 10.1016/j.icte.2019.08.004
Abstract: Abstract Wireless networks have evolved over the years and they have become some of the most prominent communication media. These networks generally transmit large volumes of information at any given time. This has engendered a… read more here.
Keywords: term memory; based classifier; long short; classifier wireless ... See more keywords
A Nasal Brush-based Classifier of Asthma Identified by Machine Learning Analysis of Nasal RNA Sequence Data
Sign Up to like & getrecommendations! Published in 2018 at "Scientific Reports"
DOI: 10.1038/s41598-018-27189-4
Abstract: Asthma is a common, under-diagnosed disease affecting all ages. We sought to identify a nasal brush-based classifier of mild/moderate asthma. 190 subjects with mild/moderate asthma and controls underwent nasal brushing and RNA sequencing of nasal… read more here.
Keywords: machine learning; nasal brush; brush based; classifier asthma ... See more keywords
An integrated nomogram combining lncRNAs classifier and clinicopathologic factors to predict the recurrence of head and neck squamous cell carcinoma
Sign Up to like & getrecommendations! Published in 2019 at "Scientific Reports"
DOI: 10.1038/s41598-019-53811-0
Abstract: Long non-coding RNAs (lncRNAs) which have little or no protein-coding capacity, due to their potential roles in the cancer disease, caught a particular interest. Our study aims to develop an lncRNAs-based classifier and a nomogram… read more here.
Keywords: recurrence; analysis; lncrnas based; lncrnas classifier ... See more keywords
Predictive value of intraoperative factors for complications after oesophagectomy.
Sign Up to like & getrecommendations! Published in 2019 at "Interactive cardiovascular and thoracic surgery"
DOI: 10.1093/icvts/ivz150
Abstract: OBJECTIVES Oesophagectomy for malignancy is a highly complex and difficult procedure associated with considerable postoperative complications. In this study, we aimed to identify the ability of an intraoperative factor (IPFs)-based classifier to predict complications after… read more here.
Keywords: based classifier; postoperative morbidity; morbidity; complications oesophagectomy ... See more keywords
An Extended K Nearest Neighbors-Based Classifier for Epilepsy Diagnosis
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Access"
DOI: 10.1109/access.2021.3081767
Abstract: In the diagnosis of epileptic seizures, classification is an important step that directly affects the results. Visual inspection of Electroencephalogram (EEG) is a relatively common analytic method of epilepsy, but it is costly, time-consuming and… read more here.
Keywords: diagnosis; based classifier; distance; extended nearest ... See more keywords
Establishment of a five‐enzalutamide‐resistance‐related‐gene‐based classifier for recurrence‐free survival predicting of prostate cancer
Sign Up to like & getrecommendations! Published in 2022 at "Journal of Cellular and Molecular Medicine"
DOI: 10.1111/jcmm.17554
Abstract: To identify prostate cancer (PCa) patients with a high risk of recurrence is critical before delivering adjuvant treatment. We developed a classifier based on the Enzalutamide treatment resistance‐related genes to assist the currently available staging… read more here.
Keywords: resistance related; recurrence; based classifier; prostate cancer ... See more keywords
Medicolite-Machine Learning-Based Patient Care Model
Sign Up to like & getrecommendations! Published in 2022 at "Computational Intelligence and Neuroscience"
DOI: 10.1155/2022/8109147
Abstract: This paper discusses the machine learning effect on healthcare and the development of an application named “Medicolite” in which various modules have been developed for convenience with health-related problems like issues with diet. It also… read more here.
Keywords: information; system; machine; machine learning ... See more keywords
Abstract 979: Development of a methylation-based classifier to identify pancreatic adenocarcinoma subtype
Sign Up to like & getrecommendations! Published in 2023 at "Cancer Research"
DOI: 10.1158/1538-7445.am2023-979
Abstract: Background: Pancreatic ductal adenocarcinoma (PDAC) demonstrates variable prognosis and response to first-line FOLFIRINOX therapy depending on molecular subtype; patients with classical tumors showed a greater response compared to basal-like tumors. Identifying molecular subtype may inform… read more here.
Keywords: methylation; methylation based; based classifier; adenocarcinoma ... See more keywords
A DNA methylation-based classifier for accurate molecular diagnosis of bone sarcomas.
Sign Up to like & getrecommendations! Published in 2017 at "Journal of Clinical Oncology"
DOI: 10.1200/jco.2017.35.15_suppl.11034
Abstract: 11034Background: Bone sarcomas present a unique diagnostic challenge because of the considerable morphologic overlap between different entities. The choice of optimal treatment, however, is dependent upon accurate diagnosis. Genome-wide DNA methylation profiling has emerged as… read more here.
Keywords: methylation; diagnosis; methylation based; based classifier ... See more keywords