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Outburst Characteristics Of Transient  Low-Mass X-Ray Binary 4u 1608-52, Can Güngör

Turkish Journal of Physics

We present a detailed analysis of the long-term X-ray light curve of 4U 1608–52, focusing on fast-rising exponential-decay (FRED) outbursts, low-intensity states, and quiescent intervals. By calibrating the onset times of the outbursts, we identify three distinct classes for the FRED-type events: (i) the long-high outbursts, exceeding ~50 d in duration with peak count rates above ~40 cnt s-1; (ii) the short-medium outbursts, with durations of ~20 d and peak count rates of ~30-50 cnt s-1; and (iii) the short-low outbursts, also lasting ~20 d but reaching only ~20-30 cnt s-1 at peak. Furthermore, we examine the relation between preoutburst …

New Measurement And Analysis For The 15N + 11B Elastic Scattering System, Nurlan Amangeldi, İsmai̇l Boztosun, Dauren Soldatkhan, Bakytbek Mauyey, Kanat Makhanov, Raimbek Akhat, Aida Anuar, Gani Yergaliuly

Turkish Journal of Physics

New experimental data on the elastic scattering of the nuclear process 15N+11B at an energy of Elab=26.25 MeV were obtained on the DC-60 cyclotron of the INP RK. Based on a semi-microscopic analysis of the interaction of an accelerated 15N ion with 1p-shell nuclei 11B the effectiveness of the new B3Y-Fetal potential was studied. . The difference between the B3Y-Fetal potential and the traditional Yukawa potentials (M3Y-Reid and M3Y-Paris) is that its density-dependent parameters are determined from the saturation condition of nuclear matter at low energy. Analysis was performed on double folding optical model (DFOM) and so no for other …

Prevalence Of Gout In The Sincan District Of Ankara, Türkiye: A Primary Care-Based Cross-Sectional Study, Riza Can Kardaş, Yasemi̇n Ünsal, Derya Yildirim, Hakan Tüzün, Mustafa Necmi̇ İlhan, Hami̇t Küçük, Abdurrahman Tufan, M. Aki̇f Öztürk

Turkish Journal of Medical Sciences

Background/aim: Gout, the most prevalent form of inflammatory arthritis, has shown a global increase in prevalence; however, data from Türkiye remain scarce, inconsistent, and largely confined to western regions. This study aimed to estimate the prevalence of gout among adults in the Sincan district of Ankara, Türkiye, and to provide updated data from a previously understudied region.

Materials and methods: This cross-sectional, community-based study employed a multistage design. Adults aged ≥18 years who presented to selected family health centers in Sincan between February and June 2023 were screened using a structured questionnaire. Individuals with suspected gout underwent comprehensive clinical evaluation, …

Sarcopenia In Atrial Fibrillation: A Prospective Study, Mehmet Aki̇f Topçuoğlu, Ezgi̇ Yilmaz, Di̇nç Doğan Öge, Ali̇ Nai̇m Ceren, Ridvan Muhammed Adin, Ethem Murat Arsava

Turkish Journal of Medical Sciences

Background/aim: The link between atrial fibrillation (AF) and lean body mass is unclear. This study presents the effects of AF on sarcopenia indices, including ultrasonographic muscle architecture.

Materials and methods: In this study conducted in neurology units, 72 subjects with AF (mean age: 71 ± 11years, 49% female) were compared with 538 without AF (mean age:66±12years; 53% female) in terms of sarcopenia indices [anthropometry; Short Physical Performance Battery (SPPB); hand grip strength (HGS); bioimpedance analysis (BIA) indices; skeletal muscle mass index (SMMI) normalized to weight, height and body mass index (BMI); and phase angle (PhA)]; muscle ultrasonography [thickness, cross-section area …

Validity Of The Turkish Version Of The Oral Frailty Index-8 And Its Relationship With Frailty, Malnutrition, And Sarcopenia In Older Adults, Süleyman Emre Koçyi̇ği̇t, Bi̇lal Kati̇poğlu, Yilmaz Önal, Kübra Bahar Baykan, İlknur Şeker Kaya, Fatma Sena Dost, Özge Dokuzlar, Esra Ateş Bulut, Ali̇ Ekrem Aydin, Derya Kaya, Ahmet Turan Işik

Turkish Journal of Medical Sciences

Background/aim: The Oral Frailty Index-8 (OFI-8) is a reliable screening for oral frailty. In our study, while presenting the Turkish reliability and validity study of the OFI-8, we also aimed to establish a cut-off value for oral frailty in Turkish population.

Materials and methods: Patients who presented to the outpatient clinic between January 2024 and January 2025 were evaluated. The test’s internal consistency and test–retest reliability were assessed. Divergent validity was evaluated using frailty scores, muscle strength, and nutritional status. A receiver operating characteristic (ROC) curve was generated to determine the optimal cut-off values for identifying frailty, malnutrition, and probable …

Feeding Time Index And Mortality In Intensive Care Stroke Patients: An Exploratory Cohort Study, Nevzat Mehmet Mutlu, Duygu Karaköse Çalişkan, Tülay Tunçer Peker, Özlem Balkiz Soyal, Ayşe Pinar Ti̇ti̇z, Behi̇ye Deni̇z Kosovali, Göksal Günerhan, Büşra Tezcan

Turkish Journal of Medical Sciences

Background/aim: Stroke is a major cause of morbidity and mortality worldwide, with especially high mortality in intensive care unit (ICU) patients, whose prognosis is worsened by dysphagia, malnutrition, and aspiration risk. The Feeding Time Index (FTI)—defined as the ratio of feeding days to total ICU length of stay—quantified nutritional exposure. This exploratory cohort study aimed to evaluate the association between FTI and mortality in ICU patients with acute ischemic stroke (IS) or hemorrhagic stroke (HS) and to examine the potential role of FTI, together with the Acute Physiology and Chronic Health Evaluation II (APACHE II) score and oral feeding status, …

The Burden Of Knee Pain In The Operating Room: Are Surgical Personnel At Greater Risk?, Ömer Faruk Naldöven, Yavuz Karaman, Başak Si̇nem Sezgi̇n, Şahan Güven, Enejd Vei̇zi̇, İzzet Bi̇ngöl

Turkish Journal of Medical Sciences

Background/aim: This study aimed to determine the prevalence of knee pain among healthcare workers in surgical units and to explore whether the use of knee panels during surgical hand scrubbing is associated with persistent knee pain.

Materials and methods: This single-center cross-sectional study was conducted between October 2023 and March 2025. A total of 400 physicians and nurses working in surgical and nonsurgical departments were included. Participants completed a structured and modified Nordic Musculoskeletal Questionnaire, as well as knee pain assessment tools, including a visual analog scale (VAS) and the Kujala score for anterior knee pain-related symptoms. Occupational exposure among …

Etiologies Of Chronic Cough In Children: A Two-Year Experience From A Tertiary Pediatric Pulmonology Center, Yasi̇n Maruf Ergen, Nagehan Emi̇rali̇oğlu, Ebru Yalçin, Deni̇z Doğru, Uğur Özçeli̇k, Nural Ki̇per

Turkish Journal of Medical Sciences

Background/aim: Chronic cough is a common yet diagnostically challenging symptom in pediatric pulmonology. This study aimed to evaluate the etiologies of chronic cough in children referred to a tertiary center and to analyze the relationship between specific cough characteristics and final diagnoses.

Materials and methods: This retrospective study evaluated patients presenting with chronic cough (duration >4 weeks) at a tertiary pediatric pulmonology center. Demographic data, cough characteristics (wet vs. dry), and diagnostic findings were analyzed.

Results: A total of 62 patients were included. A specific etiology was identified in 95.1% of the patients. Asthma and reactive airway disease were the …

Developing Liposomal And Ethosomal Formulations With Potent Antioxidant And Cytotoxic Effects: Unleashing The Power Of Achillea Millefolium L., Esra Akkol, Sena Akçakaya Mutlu, Gökçe Şeker Karatoprak, Çi̇ğdem Yücel, Selen İlgün, Esra Köngül Şafak, Murat Koç

Turkish Journal of Medical Sciences

Background/aim: Achillea millefolium L., a plant rich in phenolics and flavonoids, has been shown to possess strong antioxidant and cytotoxic properties. However, no pharmaceutical formulations have yet been developed for this plant. This study aimed to create and characterize an A. millefolium extract with high antioxidant and cytotoxic activities.

Materials and methods: A total of 10 extracts were prepared from the plant’s aerial parts using ethanol concentrations ranging from 10% to 99.9%. The DPPH (1,1-diphenyl-2-picrylhydrazyl) and ABTS (2,2’-azino-bis(3-ethylbenzothiazoline-6-sulfonic acid)) radical scavenging tests were used to assess the antioxidant properties of the extracts. Cytotoxic effects were assessed using the MTT (3-(4,5-Dimethylthiazol-2-yl)-2,5-Diphenyltetrazolium …

Clinical Outcome Of Extremity Arterial Injuries In The Modern Era, Ali̇ Kuşsan, Selçuk Coşkun, Alp Şener, Ferhat İçme, Pinar Köksal Coşkun, Gülhan Kurtoğlu Çeli̇k

Turkish Journal of Medical Sciences

Background/aim: Extremity arterial injuries (EAIs) present a significant clinical challenge due to the risk of limb ischemia, amputation, and mortality. This retrospective cohort study aimed to delineate the clinical course, treatment strategies, and patient outcomes following trauma-induced EAIs, and to identify independent predictors of adverse outcomes.

Materials and methods: Retrospectively analyzed were data from 168 consecutive patients with traumatic EAIs who underwent computed tomography angiography at a tertiary care center between 2019 and 2025. Data extracted from electronic medical records included demographics, injury mechanisms, clinical presentation, laboratory findings, imaging results, treatment modalities (primary repair, grafting, endovascular intervention, conservative management), and …

Individualized Respiratory Exercise Device Originated In Türkiye: Design, Prototype, And First Results, Çi̇ğdem Emi̇rza Ci̇lbi̇r, Özge Ertan Harputlu, Hi̇kmet Uçgun, Büşra Ülker Ekşi̇, Sarper Kaya, Esen Kiyan, Gökşen Kuran Aslan, Buket Akinci

Turkish Journal of Medical Sciences

Background/aim: Respiratory muscle training (RMT) and breathing exercises are crucial components in cardiopulmonary rehabilitation. RMT includes inspiratory muscle training (IMT) and expiratory muscle training (EMT); however, existing RMT devices typically support only one of these. Incentive spirometers, which also provide visual feedback for breathing exercises, are frequently used. Achieving an RMT program requires multiple devices, which increases both the cost and complexity of the training regimen. This study aimed to design, calibrate, and test a novel individualized respiratory exercise device that integrates both IMT and EMT functions into a single unit, thereby offering a cost-effective, user-friendly alternative for comprehensive cardiopulmonary …

The Impact Of Fall History On Instability, Disability, And Anxiety In Patients With Chronic Neck Pain, Bülent Bozyi̇ği̇t, Emre Söylemez, Aydin Si̇nan Apaydin

Turkish Journal of Medical Sciences

Background/aim: This study aimed to investigate the impact of fall history on postural stability, disability, and anxiety in individuals with chronic neck pain (CNP). It was hypothesized that patients with a history of falls would exhibit greater postural instability, perceived disability, and anxiety levels compared with those without a fall history and healthy controls.

Materials and methods: A total of 62 participants were included: 16 CNP patients with a history of falling (Group Ia), 21 CNP patients without falls (Group Ib), and 25 healthy controls. Assessments included the Neck Disability Index (NDI), Beck Anxiety Inventory (BAI), and Visual Analog Scale …

Association Between Frailty Status And Pain, Balance, And Quality Of Life In Patients With Lumbar Spinal Stenosis, Musa Güneş, Aydin Si̇nan Apaydin

Turkish Journal of Medical Sciences

Background/aim: Frailty is a clinical syndrome that affects individuals physically and psychosocially. However, the association between lumbar spinal stenosis (LSS) and frailty remains unclear. This study aimed to compare pain, balance, disability, fear of falling, and quality of life between patients with LSS with and without frailty.

Materials and methods: This cross-sectional study included 43 frail and 48 nonfrail patients with LSS according to the frailty criteria of Fried et al. Pain intensity (numeric rating scale [NRS]), static balance (single leg stance test [SLST]), dynamic balance (Timed Up and Go test [TUG]), disability (Oswestry Disability Index [ODI]), fear of falling …

The Impact Of Covid-19 On Healthcare Workers: Risk Factors, Sources Of Infection, And Sickness Absenteeism, Ezgi̇ Gülten, Güle Çinar, İrem Akdemi̇r, Eli̇f Muki̇me Saricaoğlu, İlkay Taşdan, Emi̇ne Atmaca, Si̇bel Kaymakçi, Fatma Şanal, Di̇lek Sevi̇m Akdaş, Arzu Büyüm, Gülşah Kocaali̇, Safi̇ye Tarakçi, Ati̇lla Hali̇l Elhan, Mehmet Serhat Bi̇rengel, Kemal Osman Memi̇koğlu, Alpay Azap

Turkish Journal of Medical Sciences

Background/aim: Healthcare workers (HCWs) face increased risks of COVID-19 infection due to occupational exposure. Understanding infection sources, risk factors, and workforce losses is crucial for mitigating these impacts in future pandemics. This study aimed to evaluate the risk factors, infection sources, and sickness absenteeism among HCWs diagnosed with SARS-CoV-2 infection, providing insights to enhance infection control strategies.

Materials and methods: The study included 2153 HCWs diagnosed with SARS-CoV-2 between March 2020 and February 2023 at a tertiary care hospital in Türkiye. Demographic, clinical, and professional characteristics, personal protective equipment (PPE) usage, infection sources, and vaccination data were analyzed. Statistical analyses …

The Prevalence And Impact Of Workplace Violence In Community Pharmacies: A Mixed-Methods Study, Hi̇lal İlbars, Berna Terzi̇oğlu Bebi̇toğlu, Seyhan Hidiroğlu, Fatma Burcu Doğanç, Yağiz Varol

Turkish Journal of Medical Sciences

Background/aim: Pharmacists and pharmacy technicians employed in community pharmacies face a considerable risk of workplace violence, which can negatively influence their job satisfaction, productivity, and mental well-being. This study examined the prevalence and consequences of workplace violence in community pharmacies in Ankara through a mixed-methods design integrating cross-sectional survey data with qualitative insights.

Materials and methods: The target population included pharmacists and pharmacy technicians. We examined demographic factors, psychological outcomes, and the nature of violent incidents. Data were obtained from a random sample of 355 community pharmacies using a 39-item survey and the depression anxiety stress scales (DASS-21), complemented by …

Complete Genome Characterization Of A New Alphapartitivirus Identified In The Ectomycorrhizal Fungus Lactarius Mediterraneensis, Aigul Kali̇yeva, Ergi̇n Şahi̇n, Gülce Edi̇ş, Ilgaz Akata

Turkish Journal of Botany

Viruses that naturally infect fungi capable of forming mycorrhizal symbioses remain poorly studied. In the present study, a new partitivirus associated with the basidiomycete mycorrhizal fungus Lactarius mediterraneensis was identified and characterized, and it was designated as Lactarius mediterraneensis partitivirus 1 (LmPV1). The complete genome of LmPV1 was determined through high throughput sequencing of double-stranded RNA (dsRNA) extracts and confirmed by Sanger sequencing of RLM-RACE PCR amplicons. T he genome comprises two dsRNA segments, 1899 bp and 1957 bp, each containing a single open reading frame (ORF) a putative RNA-dependent RNA polymerase (RdRp) and a capsid protein (CP). Comparative analysis …

Hormetic Doses Of Lead Metal Ion Stimulated Photosynthetic Attributes In Brassica Juncea  During Various Stages Of Growth, Shalini Dhiman, Arun Dev Singh, Nitika Kapoor, Renu Bhardwaj

Turkish Journal of Botany

Low doses of lead (Pb) ions were used in the present study to investigate their effects on photosynthetic efficiency in Brassica juncea. Plants of B. juncea grown for 30, 45, and 60 days were analysed for root and shoot length, pigment content, gas exchange, chlorophyll fluorescence, primary and secondary metabolites, and nonenzymatic antioxidant responses under exposure to hormetic doses of Pb2+. The findings show that low levels of Pb2+ (especially 18- and 36-µM Pb treatments) improve gas exchange metrics, chlorophyll fluorescence parameters, root and shoot growth, and increased amounts of chlorophyll, carotenoid, xanthophyll and low amounts of pheophytin as compared …

Zonation-Dependent Distribution Of Microplastic Occurrence In Patella Caerulea From Mersin Coast, Türkiye, Ezgi̇ Deği̇rmenci̇, Nuray Çi̇ftçi̇, Sedat Gündoğdu, Deni̇z Ayas

Turkish Journal of Zoology

Increasing plastic pollution has become a critical environmental issue, leading to  challenges in management. Specifically, microplastics (MPs) are of particular concern  because they can persist in aquatic ecosystems and adversely affect marine  organisms. The objective of this study was to assess the occurrence of MPs  in the soft tissues of Patella caerulea (Linnaeus, 1758) collected from the Mersin  Viranşehir coastal area. As no specimens were found in the supralittoral zone, the  decision was taken to conduct sampling only in the mediolittoral and infralittoral  zones. The total sampling area was 24 m2 divided into three 4-m2 plots in each zone.  A …

Habitat Diversity Or Altitudinal Gradient? Which Factor Better Explains Ground Beetle (Coleoptera: Carabidae) Biodiversity? A Case Study From Davraz Mountain (Isparta, Türkiye), Ebru Ceren Fi̇dan, Ali̇ Gök

Turkish Journal of Zoology

Ground beetle (Carabidae) species diversity and spatial distribution were surveyed  across five habitat types along an elevational gradient on Davraz Mountain, a  biogeographical transition area in southwestern Türkiye. The analyses showed that  habitat heterogeneity—particularly soil moisture and texture—exerts a stronger  influence on carabid diversity than elevation. Sørensen’s and Jaccard similarity  indices showed strong faunal overlap between some sampling areas, while  multivariate principal components and canonical correspondence analyses verified  distinct environmental gradients influencing community structure. Diversity indices  indicated varying levels of species richness and evenness across sampling areas.  The data highlight the importance of fine-scaled habitat features in driving ground  beetle …

Dna Metabarcoding Approach To The Determination Of The Diet Spectrum Of The Common  Sunbleak Leucaspius Delineatus (Heckel, 1843), Elena V. Dzyuba, Yurij S. Bukin, Bakhtiar E. Bogdanov, Yulia P. Sapozhnikova, Natalia N. Denikina

Turkish Journal of Zoology

The common sunbleak (Leucaspius delineatus) is an invasive fish found in Siberian  water bodies, the trophic interactions and impact on local ecosystems of which  remain poorly understood. Traditional diet analyses are limited by the mechanical  damage to the prey. For the present study, therefore, we employed DNA  metabarcoding of the cytochrome c oxidase I (cox1) gene to analyze the digestive  tract contents of the common sunbleak obtained from Irkutsk Reservoir. Our analysis  revealed 53 operational taxonomic units (OTUs), with sequences of amphibiotic  insects (58.66%) and fish (34.10%) being the most prevalent. A significant proportion  of the fish DNA, including sequences …

Geochemical And Isotopic Signatures Of Ultramafic-Hosted Magnesite Deposit: A Case Study Of The Edige Region (Ankara-Central Anatolia), Betül Koca, Eli̇f Akiska, Zehra Karakaş, Si̇nan Akiska

Turkish Journal of Earth Sciences

The magnesite deposit of the Edige region in Ankara-Elmadağ District of Türkiye is hosted in serpentinite/serpentinized ultramafic rocks, which are mainly harzburgite and dunite. Mineralogical and petrographic studies have shown that ultramafic rocks are composed of serpentine, olivine, and pyroxene with serpentinization preceding magnesite formation. The X-ray diffraction results reveal that dolomite, quartz, calcite, and clay minerals are the main minerals in magnesite samples from serpentinite/serpentinized ultramafic units. Olivine, pyroxene, serpentine, chromite, and iron oxide minerals are also present. Scanning electron microscopy and energy dispersive spectrometry results show that magnesite in rhombohedral and cryptocrystalline forms is the dominant mineral accompanied …

Bioerosion And Encrustation As Paleoenvironmental Indicators In Upper Cretaceous Corals, Aruma Formation, Saudi Arabia, Abdelbaset S. El-Sorogy, Huriye Demi̇rcan, Khaled Al-Kahtany, Taisser Zumlot, Talal Alharbi, Mohamed Tawfik

Turkish Journal of Earth Sciences

This study documents and interprets bioerosion and encrustation traces on Upper Cretaceous scleractinian corals from the Hajajah Member of the Aruma Formation in northern Khashm Buwaibiyat, central Saudi Arabia. Fieldwork in 2023 and 2024 involved detailed bed-by-bed stratigraphic logging, ichnological assessment, and fossil collection across marl and limestone units. A total of 213 coral specimens with bioerosional features were analyzed, leading to the identification of 10 ichnospecies across 5 ichnogenera, including Gastrochaenolites, Entobia, Caulostrepsis, Rogerella, and Labyrintichnus. These traces reflect a range of ethological categories, primarily domichnia, indicating permanent dwelling structures by polychaetes, sponges, bivalves, barnacles, and crustaceans. The Hajajah …

Identification Of A Previously Unrecognized Listric Fault Beneath The Acıpayam Graben: Insights From Integrated Dinsar And Field Observations, Semi̇h Eski̇

Turkish Journal of Earth Sciences

The 20 March 2019 Acıpayam earthquake (Mw 5.7) offers a valuable opportunity to examine the complex seismotectonic behavior of the Fethiye-Burdur Fault Zone (FBFZ), a transtensional structure in southwestern Türkiye. This study integrates field observations and focal mechanism data with differential interferometric synthetic aperture radar (DInSAR) analysis to reassess the geometry of the causative fault. In contrast to previously proposed northeast-dipping blind fault models, the data obtained in this study indicate a southwest-dipping listric normal-fault system centered on the Yeniköy Fault, projecting beneath alluvial cover. Vertical displacement maps from Sentinel-1 show coseismic subsidence up to 5.8 cm and broader postseismic …

Geochemical Characteristics And Ree Potential Of Red Soils In The Seydişehir–Akseki Region (Türkiye), Muazzez Çeli̇k Karakaya, Necati̇ Karakaya, Aydin Rüşen, Cem Saraç

Turkish Journal of Earth Sciences

The karst-type bauxite deposits located in southwestern Türkiye represent the most significant bauxite resources in the country. Surrounding these bauxite deposits are widespread red soil deposits of varying sizes, developed over lithologically diverse rocks. This study aims to investigate the origin of these red soils, which were examined in two distinct groups based on their spatial relationship to the underlying geology. The first group of red soils is found on or within the fractures of karstic limestones, while the second group is primarily located in proximity to ophiolitic rocks. The investigation focused on the physical properties, as well as the …

Abic-Based Surficial Density Model Of Türkiye And Tectonic Implications, İlki̇n Özsöz

Turkish Journal of Earth Sciences

This study presents a surficial density model of Türkiye derived from the Akaike Bayesian Information Criterion (ABIC) inversion of terrestrial gravity data. By regularizing the gravity field through spatial smoothness constraints, the ABIC method yields optimal Bouguer reduction densities that reflect lateral variations in tectonic architecture, lithological heterogeneity, and upper crustal structure. Over 52,000 georeferenced observations reveal surficial densities ranging from 2.20 to 4.00 g/cm³, with a statistically robust mean of 2.669 ± 0.002 g/cm³ (95% confidence interval), suitable for precision gravity reduction and geodynamic applications. The derived density field delineates key tectonic domains across the Anatolian lithosphere, including extensional …

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Turkish Journal of Electrical Engineering and Computer Sciences

No abstract provided.

Exploitation Prioritization And Residual Risk Assessment Based On Hybrid Mcdm Model, Zibo Wang, Yaofang Zhang, Sicai Lv, Yingzhou Wang, Hongri Liu, Bailing Wang

Turkish Journal of Electrical Engineering and Computer Sciences

Exploitation is one of the most significant ways to launch attacks using vulnerabilities. The increasing number of vulnerabilities and limited allocation of security resources make it impossible to eliminate all exploitations. Because not every vulnerability can be fixed, it is necessary to rank exploitations and subsequently assess the residual risk, which is defined as the remaining threat potential after each elimination. In this paper, a structured and flexible decision support framework based on a hybrid multicriteria decision-making model is proposed for prioritizing exploitations and assessing residual risk. Metrics are treated as criteria in the model. The hybrid model is developed …

A Deep Learning-Based Real-Time No-Reference Image Decolorization Network With Perceptual Preservation, Mengjuan Zhao, Yitao Liang, Weiya Shi, Juan Xia

Turkish Journal of Electrical Engineering and Computer Sciences

Currently, grayscale images are preferred as input data for some specific vision tasks. Decolorization is the transformation of a color image into a grayscale image. Efficient decolorization algorithms can improve the overall task efficiency, while perceptual preservation in decolorization can provide more information for further processing. In recent research, traditional methods focus on preserving contrast or detail information with little attention to perceptual features. Deep-learning methods are beginning to consider perceptual preservation, but they run inefficiently. In addition, the decolorization methods lack the optimal target grayscale images for reference. Therefore, we propose a new deep learning-based real-time no-reference decolorization network …

Noninvasive Condition Monitoring For Eccentricity Fault Detection In Large Hydro Generators, Atena Tazikeh Lemeski, Di̇dem Tekgün, Ozan Keysan, Kemal Leblebi̇ci̇oğlu, Murat Göl

Turkish Journal of Electrical Engineering and Computer Sciences

Eccentricity faults in electric machines remain a critical concern, as they generate uneven magnetic forces that increase vibration and noise, ultimately raising the risk of premature motor failure. This study proposes a method for the early detection of dynamic eccentricity (DE) faults in hydropower plants through an advanced optimization-based parameter identification technique integrated with finite element analysis (FEA). Finite element modeling (FEM) is first used to analyze an existing salient-pole synchronous generator (SPSG) from a hydroelectric power plant in Türkiye. The effects of DE faults on the SPSG’s magnetic equivalent circuit parameters are then examined under various fault severities. A …

A Deep Learning Model For Accurate Tomato Leaf Disease Identification, Maheen Shahzad, Muhammad Abdullah Javed, Erum Ashraf, Hafiz Ishfaq Ahmad, Sabeen Masood

Turkish Journal of Electrical Engineering and Computer Sciences

Recent advances in machine learning and deep learning have greatly improved how we detect plant diseases, making diagnoses more accurate, faster, and easier to scale. However, many existing solutions depend on large, pretrained models that need powerful hardware, which limits their use in the field, especially in areas with limited resources. To tackle this, we designed a custom lightweight convolutional neural network (CNN) built from scratch using 20,000 carefully selected images from the PlantVillage tomato dataset. Our model uses Squeeze-and-Excitation (SE) blocks and Swish activation functions to boost performance, reaching an accuracy of 97.7% while using far fewer computing resources …