Exploring the promising role of internet of things in urban water systems: a comprehensive global analysis of insights, trends, and research priorities by Shaher Zyoud

“…Most explored areas include water quality monitoring, leak detection, smart metering, and demand management, while challenges in the future lie in data security, privacy, and interoperability. …”
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Blockchain Enabled Secure Medical Data Transmission and Diagnosis Using Golden Jackal Optimization Algorithm with Deep Learning by Kiruthikadevi Kulandaivelu, Sivaraj Rajappan, Vijayakumar Murugasamy

“…The objective of the BGJOA-DLSMTD algorithm is to analyze the disease with a high detection rate and securely transfer the medical images. …”
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Development and Certification of a Reference Material for Aflatoxins and Zearalenone in Corn/Peanut Blended Vegetable Oil by Jiaojiao Xu, Baifen Huang, Xiaomin Xu, Yiping Ren, Zengxuan Cai

“…This study not only enriches the national reference materials library but also supports food safety initiatives by facilitating accurate and reliable mycotoxin detection in vegetable oils, thereby enhancing regulatory compliance and public health protection.…”
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Characterization and Automated Classification of Underwater Acoustic Environments in the Western Black Sea Using Machine Learning Techniques by Maria Emanuela Mihailov

“…Growing concern over anthropogenic underwater noise, highlighted by initiatives like the Marine Strategy Framework Directive (MSFD) and its Technical Group on Underwater Noise (TG Noise), emphasizes regions like the Western Black Sea, where increasing activities threaten marine habitats. …”
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Enhancing Kidney Disease Diagnosis Using ACO-Based Feature Selection and Explainable AI Techniques by Abbas Jafar, Myungho Lee

“…Therefore, early detection is crucial to reducing complications and improving the lives of those impacted. …”
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Acquired Piezo2 Channelopathy is One Principal Gateway to Pathophysiology by Balázs Sonkodi

“…Accordingly, even the proposed acquired Piezo2 channelopathy is also enigmatic by causing the impairment of this Piezo2-initiated ultrafast proton-based long-range signalling and proper synchronization to the hippocampus. …”
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Genomic Variability and Recombination Analysis of Grapevine leafroll-associated virus-1 Isolates from Turkey by Eminur Elçi

“…Furthermore, several putative recombination events were detected with trace to moderate evidence support of algorithms implemented in Recombination Detection Program (RDP). …”
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Pathogenic Roles of Glutamic Acid Decarboxylase 65 Autoantibodies in Cerebellar Ataxias by Hiroshi Mitoma, Mario Manto, Christiane S. Hampe

“…Taken together, these results indicate that epitope-specific GAD65Ab-induced impairment of GABA release is involved in the pathogenesis of GAD65Ab-positive CA and support the early detection of GAD65Ab-associated CA to initiate immunotherapy before irreversible neuronal death in the cerebellum.…”
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Path Planning of Intelligent Mobile Robots with an Improved RRT Algorithm by Wenliang Zhu, Guanming Qiu

“…Secondly, by merging collision detection with Kalman filtering, and by comparing the step sizes between newly generated child nodes and random tree nodes towards the root node, we filtered redundant points from the path, thereby reducing the count of effective points and optimizing the path. …”
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Pretreatment Demodex infestation predicts dupilumab-associated blepharoconjunctivitis in atopic dermatitis by Paulina Stepinska, Kamila Zawadzinska-Halat, Maciej Pastuszczak

“…Although several risk factors have been proposed, the role of Demodex folliculorum remains poorly defined.Objectives To evaluate the association between eyelid Demodex infestation and DAOSD development during the first 16 weeks of dupilumab therapy.Methods This prospective study enrolled 30 adults with moderate-to-severe AD initiating dupilumab. All patients underwent ophthalmologic evaluation, Ocular Surface Disease Index (OSDI) scoring, Schirmer testing, conjunctival cultures, and Demodex detection. …”
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Phenomenological Features of Concentration by A.V. Melnikov, M.G. Yusupov

“…The factors interfering with the manifestation of concentration are lack of motivation for training, physical health, distracting factors (such as noise), poor initiative, forgetfulness, and emotional sufferings.…”
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Accelerated method of identification of bacteria and micromycetes in hemocultures in children using multiplex PCR in real time by V. N. Chebotkevich, E. A. Martens, S. V. Sidorenko, E. Е. Kiseleva, S. S. Bessmeltsev

“…Its use significantly shortens the time frame for obtaining results and, thus, allows timely initiation, of etiotropic therapy.…”
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Management of self-harm, suicidal ideation and suicide attempts by Adeyinka A. Alabi

“…The strategic location of primary care providers (PCPs) in clinics, private general practices and emergency departments is critical to the detection and appropriate management of patients with suicidal behaviour. …”
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Efficacy of Cellex in patients with mild cognitive impairment by B. A. Abusueva, M. A. Evzel’man, P. R. Kamchatnov, Kh. Yu. Umarova

“…Identification of patients with preserved intellectual status and social adaptation but with mild cognitive impairment (MCI) is considered to be an effective measure. MCI detection and timely initiation of treatment in most patients is essential to delay the onset of severe dementia.Objective. …”
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c-Triadem: A constrained, explainable deep learning model to identify novel biomarkers in Alzheimer's disease. by Sherlyn Jemimah, Ferial Abuhantash, Aamna AlShehhi

“…The model can be used for detection and biomarker identification in other related dementias.…”
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Data-Driven Prediction of Grape Leaf Chlorophyll Content Using Hyperspectral Imaging and Convolutional Neural Networks by Minglu Zeng, Xinghui Zhu, Ling Wan, Jian Xu, Luming Shen

“…Initially, the VGG16-U-Net model was employed to segment the hyperspectral images of grape leaves for leaf area extraction. …”
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NOVEL MULTI-MODAL OBSTRUCTION MODULE FOR DIABETES MELLITUS CLASSIFICATION USING EXPLAINABLE MACHINE LEARNING by Reehana SHAIK, Ibrahim SIDDIQUE

“…Electrocardiography (ECG) waves are used to detect the abnormal heartbeats and cannot directly detect DM, but the wave abnormality can indicate the possibility and presence of DM. …”
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CD91-mediated reprogramming of DCs by immunogenic heat shock proteins requires the kinases AXL and Fgr by James Trey F. Harkness, Devanshi A. Nayak, Abigail L. Sedlacek, Richard Cattley, William F. Hawse, Simon C. Watkins, Robert J. Binder

“…Abstract Immune responses to tumors, comprising adaptive T cells and innate NK cells, arise very early in tumorigeneses and prior to detection of palpable tumors or before tissue pathology is evident. …”
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Anti-NMDAR Encephalitis With Serial Negative MRI Findings: An Evaluation Using Autoimmune Psychosis Criteria by Satoshi Saito, Go Taniguchi, Chihiro Nakata, Hideo Kato, Mao Otake, Masahiro Umeda, Yuichiro Fuji, Eiji Nakagawa

“…We present a case of anti-N-methyl-D-aspartate receptor (NMDAR) encephalitis that was initially misdiagnosed as a psychiatric disorder due to serial negative MRI findings and subsequently re-evaluated correctly using autoimmune psychosis criteria. …”
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Optimizing Urban Water Systems: A Study of Leakage Scenarios in Continuous and Intermittent Distribution Systems by Kaywan Ahmed, Younes Aminpour

“…This study develops a leak detection system by comparing intermittent and continuous water systems to reduce leakage and enha nce monitoring. …”
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