A lightweight multi-deep learning framework for accurate diabetic retinopathy detection and multi-level severity identification by Amad Zafar, Kwang Su Kim, Muhammad Umair Ali, Jong Hyuk Byun, Jong Hyuk Byun, Seong-Han Kim

“…The proposed two-stage framework enhances the classification performance, achieving a 99.06% classification rate for DR detection and an accuracy of 90.75% for DR severity identification for APTOS 2019 dataset.…”
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Real-Time Common Rust Maize Leaf Disease Severity Identification and Pesticide Dose Recommendation Using Deep Neural Network by Zemzem Mohammed Megersa, Abebe Belay Adege, Faizur Rashid

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EHO-Q-LGAN: An EHO-Based Q-Learning GAN for the Timely Diagnosis of Diabetic Retinopathy by Maneesha Vadduri, P. Kuppusamy

“…Compared to existing methods, our approach demonstrated significant improvements in segmentation Accuracy and feature extraction efficiency, as well as improved classification and DR severity identification levels.…”
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Structural edge damage detection based on wavelet transform and immune genetic algorithm by Jianwei Zhao, Zhuo Zhou, Deqing Guan, Liang Gong

“…Additionally, an immune-genetic algorithm, integrating genetic and immune algorithms, is employed to overcome limitations of traditional intelligent algorithms in damage severity identification. The two-stage method’s effectiveness was validated through finite element simulations of fixed beam and frame structures, as well as vibration tests of fixed and cantilever beams, for locating and assessing edge damage. …”
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The importance of inflammatory biomarkers in detecting and managing latent tuberculosis infection by Harinisri Gunasekaran, Harinisri Gunasekaran, Uma Devi Ranganathan, Uma Devi Ranganathan, Uma Devi Ranganathan, Ramalingam Bethunaickan, Ramalingam Bethunaickan, Ramalingam Bethunaickan

“…The inflammatory mediators play a major role in determining the outcome of the Mtb infection and also their levels seem to change according to the disease severity. Identification of inflammatory mediators and utilizing them as diagnostic biomarkers for detecting the various stages of TB disease might help identify the reservoirs of Mtb infection even before they become symptomatic so that preventative treatment can be started early. …”
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Futility in Transcatheter Aortic Valve Implantation: A Search for Clarity by Kush P Patel, Thomas A Treibel, Paul R Scully, Michael Fertleman, Samuel Searle, Daniel Davis, James C Moon, Michael J Mullen

“…Quantification of disease severity, identification of reversible factors and a systematic evaluation of frailty can substantially improve risk stratification and outcomes. …”
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Association Rule-Based Feature Mining for Automated Fault Diagnosis of Rolling Bearing by Yuan Li, Jinjiang Wang, Lixiang Duan, Tangbo Bai, Xuduo Wang, Yulong Zhang, Guoliang Qin

“…Experimental study on a bearing test reveals that the proposed method can generate a series of underlying association rules for bearing fault diagnosis, and the related features selected by the proposed method can be used directly to analyze bearing signals for fault classification and defect severity identification. As a new feature selection method, it possesses prominent superiority compared to traditional PCA, KPCA, and LLE dimension reduction methods.…”
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Early Diagnosis and Severity Assessment of Weligama Coconut Leaf Wilt Disease and Coconut Caterpillar Infestation Using Deep Learning-Based Image Processing Techniques by Samitha Vidhanaarachchi, Janaka L. Wijekoon, W. A. Shanaka P. Abeysiriwardhana, Malitha Wijesundara

“…In addition, the proposed WCWLD disease severity identification method classifies the severity with an accuracy of 97%. …”
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Parafoveal Microperimetric Retinal Sensitivity as a Key Parameter Associated with Vision Loss in Retinitis Pigmentosa by Yu-Ting Hsiao, Hsiu-Mei Huang, Ta-Ching Chen, Jung Lo, Yung-Jen Chen, Hsi-Kung Kuo, Jong-Jer Lee

“…The aim of this study is to investigate precise microperimetric parameters for disease severity identification in RP patients. <b>Methods:</b> A cross-sectional and retrospective study. …”
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Generation and Identification of Ordinary Differential Equations of Maximal Symmetry Algebra by J. C. Ndogmo

“…New expressions for the general solution are also found, as well as several identification and other results and a direct proof of the fact that a linear ordinary differential equation is iterative if and only if it is reducible to the canonical form by a point transformation. …”
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Identification of Haptic Based Guiding Using Hard Reins. by Anuradha Ranasinghe, Prokar Dasgupta, Kaspar Althoefer, Thrishantha Nanayakkara

“…We investigate several identifications of the interaction between the guider and the follower such as computational models that map states of the follower to actions of the guider and the computational basis of the guider to modulate the force on the rein in response to the trust level of the follower. …”
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Dimensions of Object Relations in People with Autism Spectrum Disorder as a Basis for Strengthening Social Relatedness Skills by Simona Rogič Ožek

“…An object relation denotes a relationship with a significant other, within which several identification processes take place through a meaningful emotional exchange. …”
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