Výsledky vyhledávání - "deep learning‐based algorithms"

Comparative Analysis of Deep Learning‐Based Algorithms for Peptide Structure Prediction Autor Sauvestre, Clément, Zagury, Jean‐François, Langenfeld, Florent

“…While of primary importance in both the biomedical and therapeutic fields, peptides suffer from a relative lack of dedicated tools to predict efficiently and…”
Získat plný text

Road Object Detection: A Comparative Study of Deep Learning-Based Algorithms Autor Malik Haris, Glowacz, Adam

“…Automated driving and vehicle safety systems need object detection. It is important that object detection be accurate overall and robust to weather and…”
Získat plný text

Deep learning-based algorithms for long-term prediction of chlorophyll-a in catchment streams Autor Abbas, Ather, Park, Minji, Baek, Sang-Soo, Cho, Kyung Hwa

“…•We developed a deep learning-based framework for long-term Chl-a simulation.•The performance of six state of the art deep learning algorithms was…”
Získat plný text

Comparing machine and deep learning‐based algorithms for prediction of clinical improvement in psychosis with functional magnetic resonance imaging Autor Smucny, Jason, Davidson, Ian, Carter, Cameron S.

“…Previous work using logistic regression suggests that cognitive control‐related frontoparietal activation in early psychosis can predict symptomatic…”
Získat plný text

Vision and Deep Learning-Based Algorithms to Detect and Quantify Cracks on Concrete Surfaces from UAV Videos Autor Bhowmick, Sutanu, Nagarajaiah, Satish, Veeraraghavan, Ashok

“…Immediate assessment of structural integrity of important civil infrastructures, like bridges, hospitals, or dams, is of utmost importance after natural…”
Získat plný text

Uso del Procesamiento de lenguaje natural en la Salud Mental: Revisión de alcance Autor Torres Silva, Ever A, Pereira Montiel, Eider, Sayk Alemán Acuña, Reyk, Montoya Arenas, David Andrés

“…The purpose of this review is to analyze the use of natural language processing in the research of mental disorders in adults, such as depression, anxiety, and…”
Získat plný text

Deep Learning-Based Algorithms in Screening of Diabetic Retinopathy: A Systematic Review of Diagnostic Performance Autor Nielsen, Katrine B, Lautrup, Mie L, Andersen, Jakob K H, Savarimuthu, Thiusius R, Grauslund, Jakob

“…Diagnostic performance of deep learning-based algorithms in screening patients with diabetes for diabetic retinopathy (DR…”
Zjistit podrobnosti o přístupu

Deep learning-based algorithms for low-dose CT imaging: A review Autor Chen, Hongchi, Li, Qiuxia, Zhou, Lazhen, Li, Fangzuo

“…•Deep learning reconstruction (DLR) algorithms can be applied in the projection domain, image domain, or both.•Compared with filtered back projection and…”
Získat plný text

Phishing Webpage Classification via Deep Learning-Based Algorithms: An Empirical Study Autor Do, Nguyet Quang, Selamat, Ali, Krejcar, Ondrej, Yokoi, Takeru, Fujita, Hamido

“…Phishing detection with high-performance accuracy and low computational complexity has always been a topic of great interest. New technologies have been…”
Získat plný text

Prediction of freeze–thaw and thermal shock weathering on natural stones through deep learning-based algorithms Autor Sakcali, A.

“…Natural stones used as construction materials in outdoor applications and the rock environment in rock engineering applications are subject to weakening such…”
Získat plný text

Road object detection: a comparative study of deep learning-based algorithms Autor Mahaur, Bharat, Singh, Navjot, Mishra, K. K.

“… (ITS). Many deep learning-based algorithms using two-dimensional images have become an essential tool for autonomous vehicles with object detection, tracking, and segmentation for road target detection…”
Získat plný text

Automated detection and classification of multi-cell Phytoliths using Deep Learning-Based Algorithms Autor Berganzo-Besga, Iban, Orengo, Hector A., Lumbreras, Felipe, Aliende, Paloma, Ramsey, Monica N.

“…This paper presents an algorithm for automated detection and classification of multi-cell phytoliths, one of the major components of many archaeological and…”
Získat plný text

A survey on deep learning-based algorithms for the traveling salesman problem Autor SUI, Jingyan, DING, Shizhe, HUANG, Xulin, YU, Yue, LIU, Ruizhi, XIA, Boyang, DING, Zhenxin, XU, Liming, ZHANG, Haicang, YU, Chungong, BU, Dongbo

“…This paper presents an overview of deep learning (DL)-based algorithms designed for solving the traveling salesman problem (TSP), categorizing them into four…”
Získat plný text

Deep Learning based Algorithms in Astroparticle Physics Autor Erdmann, Martin, Glombitza, Jonas

“… We summarize the latest results, discuss the algorithms and challenges and further illustrate the opportunities for the astrophysics community offered by deep learning…”
Získat plný text

Diagnostic accuracy of deep learning-based algorithms in laryngoscopy: a systematic review and meta-analysis Autor Du, Shengyi, Guo, Jin, Huang, Donghai, Liu, Yong, Zhang, Xin, Lu, Shanhong

“…Purpose Laryngoscopy is routinely used for suspicious vocal cord lesions with limited performance. Accumulated studies have demonstrated the bright prospect of…”
Získat plný text

Sustainable flood risk assessment using deep learning-based algorithms with a blockchain technology Autor Mia, Md. Uzzal, Rahman, Mahfuzur, Elbeltagi, Ahmed, Abdullah-Al-Mahbub, Md, Sharma, Gitika, Islam, H. M. Touhidul, Pal, Subodh Chandra, Costache, Romulus, Islam, Abu Reza Md. Towfiqul, Islam, Md Monirul, Chen, Ningsheng, Alam, Edris, Washakh, Rana Muhammad Ali

“…The couplings of convolutional neural networks (CNN) with random forest (RF), support vector machine (SVM), long short-term memory (LSTM), and extreme gradient…”
Získat plný text

A Wearable Device Integrated with Deep Learning‐Based Algorithms for the Analysis of Breath Patterns Autor Tarim, Ergün Alperay, Erimez, Busra, Degirmenci, Mehmet, Cumhur Tekin, H.

“…Sleep problems are serious issues that make life difficult for all people, including sleep apnea. Sleep apnea, which causes breathlessness for more than 10 s,…”
Získat plný text

Deep Learning-Based Algorithms for Real-Time Lung Ultrasound Assisted Diagnosis Autor Muñoz, Mario, Rubio, Adrián, Cosarinsky, Guillermo, Cruza, Jorge F., Camacho, Jorge

“…Lung ultrasound is an increasingly utilized non-invasive imaging modality for assessing lung condition but interpreting it can be challenging and depends on…”
Získat plný text

Fully automated quantification of cardiac chamber and function assessment in 2-D echocardiography: clinical feasibility of deep learning-based algorithms Autor Kim, Sekeun, Park, Hyung-Bok, Jeon, Jaeik, Arsanjani, Reza, Heo, Ran, Lee, Sang-Eun, Moon, Inki, Yoo, Sun Kook, Chang, Hyuk-Jae

“…We aimed to compare the segmentation performance of the current prominent deep learning (DL) algorithms with ground-truth segmentations and to validate the…”
Získat plný text

Cucumber leaf disease identification in real-time via deep learning based algorithms Autor Rahman, Md Mizanur, Nadim, Mahimul Islam, Akther, Mahinur, Ullah, Ahad, Ahmed, Jakaria, Ahmed, Muhammad Jalal Uddin, Jahan, Israt

“…Cucumber is a cash crop in Bangladesh as it is a side dish grown commercially in cultivable lands year-round. The early prediction of disease-prone crops could…”
Získat plný text