Learning to autofocus based on Gradient Boosting Machine for optical microscopy
Sign Up to like & getrecommendations! Published in 2019 at "Optik"
DOI: 10.1016/j.ijleo.2019.163002
Abstract: Abstract Autofocus is an essential part of modern high-throughput optical microscopic imaging system, and the traditional passive autofocus algorithms such as hill climbing search are heuristics and therefore are slow and less accuracy. Instead of… read more here.
Keywords: boosting machine; gradient boosting; microscopy; learning autofocus ... See more keywords
Novel ensemble intelligence methodologies for rockburst assessment in complex and variable environments
Sign Up to like & getrecommendations! Published in 2022 at "Scientific Reports"
DOI: 10.1038/s41598-022-05594-0
Abstract: Rockburst is a severe geological hazard that restricts deep mine operations and tunnel constructions. To overcome the shortcomings of widely used algorithms in rockburst prediction, this study investigates the ensemble trees, i.e., random forest (RF),… read more here.
Keywords: machine; gradient boosting; boosting machine; accuracy ... See more keywords
Gradient Boosting Machine and Efficient Combination of Features for Speech-Based Detection of COVID-19
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Journal of Biomedical and Health Informatics"
DOI: 10.1109/jbhi.2022.3197910
Abstract: In recent times, speech-based automatic disease detection systems have shown several promising results in biomedical and life science applications, especially in the case of respiratory diseases. It provides a quick, cost-effective, reliable, and non-invasive potential… read more here.
Keywords: speech based; boosting machine; covid; detection ... See more keywords
Detecting UAV Presence Using Convolution Feature Vectors in Light Gradient Boosting Machine
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Vehicular Technology"
DOI: 10.1109/tvt.2022.3227192
Abstract: The growing number of Unmanned Aerial Vehicle (UAV) applications brings with it, a rising number of privacy concerns. The high availability of commercial drones is also increasing the need for strict regulations. As far away… read more here.
Keywords: boosting machine; light gradient; gradient boosting; detecting uav ... See more keywords
Development and Validation of MRI-Based Radiomics Models for Diagnosing Juvenile Myoclonic Epilepsy
Sign Up to like & getrecommendations! Published in 2022 at "Korean Journal of Radiology"
DOI: 10.3348/kjr.2022.0539
Abstract: Objective Radiomic modeling using multiple regions of interest in MRI of the brain to diagnose juvenile myoclonic epilepsy (JME) has not yet been investigated. This study aimed to develop and validate radiomics prediction models to… read more here.
Keywords: gradient boosting; juvenile myoclonic; myoclonic epilepsy; boosting machine ... See more keywords
Gradient Boosting Machine Identified Predictive Variables for Breast Cancer Patients Pre- and Post-Radiotherapy: Preliminary Results of an 8-Year Follow-Up Study
Sign Up to like & getrecommendations! Published in 2022 at "Antioxidants"
DOI: 10.3390/antiox11122394
Abstract: Radiotherapy (RT) is part of the standard treatment of breast cancer (BC) because of its effects on relapse reduction and survival. However, response to treatment is highly variable, and some patients may develop disease progression… read more here.
Keywords: boosting machine; predictive variables; pre post; breast cancer ... See more keywords
Diagnosis of Diabetes Mellitus Using Gradient Boosting Machine (LightGBM)
Sign Up to like & getrecommendations! Published in 2021 at "Diagnostics"
DOI: 10.3390/diagnostics11091714
Abstract: Diabetes mellitus (DM) is a severe chronic disease that affects human health and has a high prevalence worldwide. Research has shown that half of the diabetic people throughout the world are unaware that they have… read more here.
Keywords: machine lightgbm; diagnosis diabetes; gradient boosting; diabetes mellitus ... See more keywords