Search Results - "deep learning-based algorithms"

Comparative Analysis of Deep Learning‐Based Algorithms for Peptide Structure Prediction by 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…”
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Road Object Detection: A Comparative Study of Deep Learning-Based Algorithms by 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…”
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Deep learning-based algorithms for long-term prediction of chlorophyll-a in catchment streams by 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…”
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Comparing machine and deep learning‐based algorithms for prediction of clinical improvement in psychosis with functional magnetic resonance imaging by 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…”
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Vision and Deep Learning-Based Algorithms to Detect and Quantify Cracks on Concrete Surfaces from UAV Videos by 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…”
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Deep Learning-Based Algorithms in Screening of Diabetic Retinopathy: A Systematic Review of Diagnostic Performance by 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…”
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Deep learning-based algorithms for low-dose CT imaging: A review by 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…”
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Phishing Webpage Classification via Deep Learning-Based Algorithms: An Empirical Study by 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…”
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Prediction of freeze–thaw and thermal shock weathering on natural stones through deep learning-based algorithms by Sakcali, A.

“…Natural stones used as construction materials in outdoor applications and the rock environment in rock engineering applications are subject to weakening such…”
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Road object detection: a comparative study of deep learning-based algorithms by 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…”
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Automated detection and classification of multi-cell Phytoliths using Deep Learning-Based Algorithms by 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…”
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A survey on deep learning-based algorithms for the traveling salesman problem by 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…”
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Deep Learning based Algorithms in Astroparticle Physics by 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…”
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Diagnostic accuracy of deep learning-based algorithms in laryngoscopy: a systematic review and meta-analysis by 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…”
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Sustainable flood risk assessment using deep learning-based algorithms with a blockchain technology by 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…”
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A Wearable Device Integrated with Deep Learning‐Based Algorithms for the Analysis of Breath Patterns by 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,…”
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Deep Learning-Based Algorithms for Real-Time Lung Ultrasound Assisted Diagnosis by 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…”
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Fully automated quantification of cardiac chamber and function assessment in 2-D echocardiography: clinical feasibility of deep learning-based algorithms by 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…”
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Cucumber leaf disease identification in real-time via deep learning based algorithms by 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…”
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Prediction of Mismatch Repair Status in Endometrial Cancer from Histological Slide Images Using Various Deep Learning-Based Algorithms by Umemoto, Mina, Mariya, Tasuku, Nambu, Yuta, Nagata, Mai, Horimai, Toshihiro, Sugita, Shintaro, Kanaseki, Takayuki, Takenaka, Yuka, Shinkai, Shota, Matsuura, Motoki, Iwasaki, Masahiro, Hirohashi, Yoshihiko, Hasegawa, Tadashi, Torigoe, Toshihiko, Fujino, Yuichi, Saito, Tsuyoshi

“…The application of deep learning algorithms to predict the molecular profiles of various cancers from digital images of hematoxylin and eosin (H&E)-stained…”
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