Digital Commons Network^™

Interrupting The Retention Cycle: The Impact Of Relationship-Centered One-To-One Literacy Tutoring On Affective And Cognitive Outcomes For At-Risk Third-Grade Readers, Amy Nussbaum

The Reading Professor

Third grade serves as a critical literacy benchmark in Indiana, where students who do not pass the Indiana Reading Evaluation and Determination (IREAD) assessment may face retention. The consequences of retention are particularly pronounced for students living in high-poverty communities, where inequitable access to literacy opportunities often compounds existing academic challenges. This article examines a six-week, relationship-centered literacy intervention implemented at an underserved Catholic school in South Bend, Indiana. Through a partnership with Tutor-ND, trained community tutors provided one-to-one, evidence-based literacy instruction to students at risk of retention following unsuccessful performance on IREAD. Drawing upon research related to high-impact tutoring, …

Beyond The Label: Investigating The Relationship Between Ell Placement And Teacher Expectations For Academic Rigor, Bruce A. Torff, Audrey Figueroa Murphy

The Reading Professor

Urban teachers (N=142) completed a survey assessing how placement of English learners in common pedagogical settings that vary in ESL models (self-contained, pull-out, push-in, bilingual, and dual language) was associated with teachers' beliefs about rigor of curriculum. Teachers significantly favored low-Critical Thinking (CT) curricular activities over high-CT ones consistent with "rigor gap" research showing that teachers tend to view ELLs in need of low-CT curriculum. Beliefs consistent with the rigor gap also emerged within the ELL population, based on placements. Teachers preferred curriculum tilted toward low-CT instruction for students with the greatest challenges--those given the most ESL-sequestered placements (self-contained and …

Proactive Deep Q-Learning Approach For Anomaly Detection In Iot Idss, Hawraa A. Habeeb, Mehdi E. Manaa

Journal of Intelligent Informatics, Networking, and Cybersecurity

Breach rates and unparalleled vulnerabilities are a constant feature of the cyber landscape these days, and the increasing complexity of the proliferation of Internet of Things (IoT) nodes is to be expected. With these challenges, the conventional intrusion detection systems (IDS) are proven to be unable to deal with the extensive and varied data streams. Such systems can be fundamentally attributed to the classical nature of these systems, which are lacking in flexibility to analyze traffic in real-time and thus have no proactive capabilities of identifying patterns of unknown attacks. Considering these technical barriers, in this paper, an offensive-defensive system …

Integrated Llm-Powered Framework For Real-Time Monitoring In Machining Using Smartphone And Ai Agent Orchestration, Mustafa H. Hadi, Hussam L. Alwan, Atiya Al-Zuheri, Sang-Heon Lee, Yousef Amer

Engineering and Technology Journal

Reliable tool condition monitoring is essential for maintaining machining quality, reducing production downtime, and preventing unexpected tool failures. Conventional tool condition monitoring systems can accurately detect tool wear but typically provide limited support for automated diagnosis and maintenance decision-making. To address this limitation, this paper proposes an economical AI agent-driven maintenance framework for milling operations that integrates smartphone-based vibration sensing, one-dimensional Convolutional Neural Networks (1D-CNNs), and Large Language Model (LLM)-powered AI agents. Vibration signals acquired using a smartphone-embedded accelerometer are preprocessed and analyzed using a 1D-CNN to classify tool conditions into fresh and worn states. The classification results are then …

Occurrence And Distribution Of Polychlorinated Naphthalenes In Consumer Products And Landfill Matrices: A First Assessment In South Africa, Vhodaho Nevondo, Raissa Okwuosa, Okechukwu Jonathan Okonkwo

Engineering and Technology Journal

Polychlorinated Naphthalenes (PCNs) are persistence organic pollutants (POPs) which have been used extensively and continue to be a source of environmental and human health issues in spite of the international ban on their production. This work represents the first report of PCNs in consumer goods, landfill leachate, and sediment samples in South Africa. In this study, a total of 24 consumer goods belonging to eight categories were analyzed along with landfill leachates and sediments from the Hatherly and Goudkoppies landfills, Gauteng Province, South Africa, for some selected PCN congeners by gas chromatography mass spectrometry (GC-MS) analysis. Quality assurance procedures and …

Token-Efficient Verification For Self-Improving Root-Cause-Analysis Agents, Necati Cehreli

Defensive Publications Series

Proposed herein is a system that chooses how much testing is needed for an improvement to an artificial intelligence (AI) root cause analysis (RCA) agent before the system trusts the improvement. Small, local changes can receive quick replay first, while broad or risky changes require a full rerun or multi-case batch testing. One result of the proposed approach is a safer and less costly self-improvement loop through which a system can spend additional testing effort when the change warrants such testing.

Deterministic, Model-Independent Grounding-Integrity Mechanisms For Retrieval-Augmented And Agentic Language-Model Systems, Roberto A. Wenzel

Defensive Publications Series

Revision 1.2 of a defensive publication disclosing deterministic, model-independent grounding-integrity mechanisms for retrieval-augmented and agentic LLM systems. The mechanisms make citation resolvability an invariant of every output mode routed through a cross-tool evidence registry — detect → bounce → strip with compound-citation surgery, an ordering rule, and a strip-event notice — and make degradations of grounding (a removed citation, a deleted source, an unverified item, a suspect "not found") visible to the reviewer rather than silent. Revision 1.2 adds Technique G (decompose-and-verify: per-unit grounding, byte-identical scoped regeneration, de-correlated verification, citation tombstones, honest terminal states), a precise trust model and guarantee …

Evidence-Partitioned Autonomy Authorization For Llm Agents: Single-Use Capability Tokens, A Selection-Bias Firewall, And Pre-Outcome Committed Audit Selection In A Cross-Model Execution-Authority Control Loop, Jason Edward Plumb

Defensive Publications Series

Large-language-model agents are routinely granted execution authority they have not earned: per-call permission prompts do not scale, allowlists do not adapt, and commercial “trust scores” are heuristic. This disclosure describes a deterministic, fail-closed execution-authority control loop in which model outputs are never authority. One model may only propose typed, exactly-argued actions; a second model may only request execution of an unmodified proposal; a host-owned controller authorizes each operation immediately before it executes; and a gateway redeeming single-use capability tokens is the only path to side effects. Four mechanisms are disclosed in enabling detail: (1) an autonomy-evidence store partitioned by a …

System And Method For Monitoring Client Logging Reliability, Quentin Fiard, Dakshi Goyal, David Phillips

Defensive Publications Series

A monitoring system and method for benchmarking client logging reliability across multiple logging systems. The monitoring system includes a client-side component (prober) and a serverside component (server-side pipeline). The prober identifies scenarios, initializes and increments sequence numbers scoped to stream identifier and scenario combinations, generates probes containing sequence numbers and stream identifiers, and dispatches probes through multiple logging systems. The server-side pipeline aggregates probes over a rolling window by event creation date, joins probe records across logging systems to construct a ground truth, detects gaps in sequence numbers, and calculates reliability metrics for each logging system.

Ai Driven Firmware Integrated Assistant For Dynamic Printer Features Education, Assistance And Recommendation, Hp Inc

Defensive Publications Series

This disclosure presents an artificial intelligence-based system that leverages Large Language Models (LLMs) and Retrieval-Augmented Generation (RAG) to contextually educate, assist, and recommend printer features to users. End-users of printing devices frequently underutilize available product features due to fragmented and inaccessible product information. Feature documentation is dispersed across datasheets, embedded help systems, and release notes, that are often verbose, overly technical, or not contextually surfaced at the point of need, resulting in low feature discoverability and suboptimal device utilization. This approach improves feature adoption, accelerates issue resolution, and enhances the overall user experience with the printing device.

Techniques For Handling Unstable Agents In Agent-Based Networks, Ashwini S Kulkarni, Sushmitha Vatsal, Priyanka Bansal, Vivek Kumar Singh, Ghulam Ghaus Arshi

Defensive Publications Series

Proposed herein are a system and techniques that facilitate stability-aware metadata synchronization in agent-based networks. The system includes a closed-loop adaptive stability orchestration layer that utilizes a time-sensitive exponential-decay mechanism and historical recovery telemetry to dynamically tune suppression and reuse thresholds, thereby reducing control-plane churn and cascading failures. Rather than relying on binary health checks, the system uses a time-weighted stability score to support granular, policy-driven agent lifecycle management.

Method And System For Adaptive Multi-Channel Employee Performance Assessment With Dynamic Data Source Weighting And Entropy-Based Filtering, Vladimir Gorobtsov

Defensive Publications Series

The present disclosure describes a method and system for comprehensive employee performance assessment using adaptive multi-channel data integration. The system collects data from at least three independent sources (psychometric tests, physical activity monitoring, operational workload metrics, communication activity, and behavioral logs). It employs Shannon entropy-based filtering to exclude noisy sources, Tukey's interquartile range method for outlier removal, and sliding-window normalization. Dynamic weights are calculated daily based on statistical dependence between each data source and actual employee productivity. An integrated performance index is computed with seasonal adjustment. The system is scalable, computationally efficient, and reduces processing load by up to 40%. …

Male Osteoporosis: Pathophysiology, Risk Assessment, And Evidence-Based Management, Seli̇n Teki̇n, Alper Gürlek

Turkish Journal of Medical Sciences

Osteoporosis in men is a common yet underrecognized condition associated with substantial fracture-related morbidity and excess mortality. Although men generally attain higher peak bone mass than women, age-related changes in bone microarchitecture, progressive cortical bone loss, declining sex steroid bioavailability, and a high prevalence of secondary causes contribute to a significant lifetime fracture risk. Importantly, a large proportion of fragility fractures in men occur at bone mineral density (BMD) values above the osteoporotic threshold, highlighting the limitations of BMD-based diagnosis alone. This review provides a comprehensive overview of the epidemiology, pathophysiology, and clinical characteristics of osteoporosis in men, with particular …

Evaluation Of Acne Vulgaris Patient Care In Outpatient Clinics: Guideline Adherence And Patient Education ​, Mefküre Durmuş, Betül Sena Çavdar, İbrahi̇m Etem Arica, Sena Ustaömer, Sena Güzel Karahan, Seçi̇l Çolak, Selcen Şenol

Turkish Journal of Medical Sciences

Background/aim: Acne vulgaris, affecting over 85% of adolescents, is the most prevalent chronic inflammatory skin disorder. Its management is severity-based, with specific drug selections and combinations according to guidelines. However, adherence to these guidelines and the adequacy of patient counseling remain uncertain in real-world practice. The aim in this study was to evaluate prescribing patterns in acne management, assess compliance with guidelines, and promote awareness among healthcare professionals.

Materials and methods: A prospective observational study was conducted in the dermatology outpatient clinic of a tertiary hospital in Türkiye between February and May 2025. Demographic and clinical data were collected, and …

Measurement Of Resection Volume Using Computed Tomography 3d Modeling In Lung Cancer Patients And Survival Analysis ​, Aykut Kankoç, Muhammet Tarik Aslan, Muhammet Sayan, Ali̇ Çeli̇k, Cüneyt İsmai̇l Kurul, Abdullah İrfan Taştepe

Turkish Journal of Medical Sciences

Background/aim: The prognostic significance of the volumetric extent of lung resection in nonsmall cell lung cancer remains uncertain. Three-dimensional computed tomography allows quantitative assessment of resected lung parenchyma, but the relationship between resection volume ratios and oncologic outcomes has not been clearly established. The aim in this study was to evaluate the prognostic value of three-dimensional computed tomography-derived resection volume ratios for disease-free survival after surgery for nonsmall cell lung cancer.

Materials and methods: This single-center retrospective study included 141 patients who underwent anatomical resection with systematic mediastinal lymph node dissection between 2010 and 2021. Resection volume, ipsilateral lung volume, …

Perioperative Effects Of The Quadratus Lumborum Block In Percutaneous Biliary Drainage: A Prospective Randomized Controlled Study ​, Seyyi̇d Furkan Kina, Can Ozan Yazar, Cem Koray Çataroğlu, Erdi̇ Tangobay, Sadik Ahmet Uyanik, Savaş Altinsoy, Reyhan Polat, Jüli̇de Ergi̇l

Turkish Journal of Medical Sciences

Background/aim: The aim of this study was to evaluate the effect of the quadratus lumborum block (QLB) on intraoperative opioid consumption in patients undergoing percutaneous biliary drainage (PBD).

Materials and methods: A total of 57 patients who met the inclusion criteria were randomized into two groups: the sedation group (Group 1, n = 26) and the sedation with QLB group (Group 2, n = 26). The groups were compared in terms of intraoperative anesthetic consumption, vital parameters, postanesthesia care unit (PACU) recovery times, postoperative visual analog scale (VAS) scores, postoperative analgesic consumption, and clinician and patient satisfaction. The study was …

Comparing Age Of Obesity Onset, Concerns About Weight And Body Shape, And Quality Of Life In Individuals Seeking Bariatric Surgery ​, Vi̇ldan Çakir Kardeş, Özge Saraçli, Nuray Atasoy, Levent Ati̇k, Si̇bel Kahraman Gi̇rgeç

Turkish Journal of Medical Sciences

Background/aim: This study explored the relationship between concerns about weight and body shape and quality of life in bariatric surgery candidates with morbid obesity regarding the onset of the weight problem in childhood, adolescence, or adulthood.

Materials and methods: We included 453 patients who applied to our center for preoperative bariatric surgery assessment between January 2010 and April 2019. We reviewed the sociodemographic information, psychiatric diagnoses, and results of the Body Shape Questionnaire-34, Quality of Life Scale, Beck Depression Inventory, and Beck Anxiety Inventory of all patients.

Results: Concerns about weight and body shape were increased in women (p < 0.001), unemployed patients (p = 0.001), those with a comorbid psychiatric disorder (p < 0.001), and those with childhood- or adolescent-onset of weight problems (r = –0.170; p < 0.001). Concerns about weight and body shape had a relationship with the vitality (r = –0.434), mental health (r = –0.464), social functioning (r = –0.418), pain (r = –0.307), and general health (r = –0.352) subscale scores of quality of life. Physical functioning was higher (p = 0.037) in patients with childhood- or adolescent-onset obesity compared to patients with adult-onset obesity, while mental health was higher (p = 0.001) in the latter group. Individuals with childhood- or adolescent-onset obesity inquired about bariatric surgery options at an earlier age (p < 0.001).

Conclusion: …

Hounsfield Unit Thresholds In Differentiating Adenoma From Nonadenoma Adrenal Masses: A Retrospective Adrenalectomy-Based Study ​, Burak Özbaş, Muhammet Mustafa Etleç, Hüseyi̇n Dursun, Mustafa Gök, Abdullah Bahadir Öz, Alper Celal Akcan, Ayşa Hacioğlu, Ökkeş İbrahi̇m Karahan, Züleyha Ci̇han Özdamar Karaca, Kürşad Ünlühizarci

Turkish Journal of Medical Sciences

Background/aim: Adrenal incidentalomas are increasingly detected during imaging studies performed for various indications, and their frequency in endocrinology practice has risen in recent years. While adenomas account for approximately 80% of adrenal incidentalomas, the remaining 20% include lesions such as primary malignancies, metastases, and pheochromocytomas that should not be overlooked. Given the risks associated with adrenal biopsy, accurate diagnosis with noninvasive methods is essential. In this retrospective study, we evaluated the Hounsfield unit (HU) values and lesion sizes measured on noncontrast computed tomography (CT) to identify a more accurate threshold than the widely used 10 HU.

Materials and methods: In …

Comparative Analysis Of Corticosteroid Injection Alone Versus Combined Corticosteroid And Radiofrequency Ablation For Plantar Fasciitis: Short- And Medium-Term Outcomes ​, Nevci̇han Şahutoğlu Bal, Emel Başar, Hati̇ce Babaoğlan, Ülkü Sabuncu, Mustafa Cem Yilmaz, Şükri̇ye Dadali, Erkan Yavuz Akçaboy

Turkish Journal of Medical Sciences

Background/aim: Plantar fasciitis (PF) is a common cause of heel pain and may lead to functional impairment and reduced quality of life. This study aimed to compare the short- and medium-term clinical outcomes of corticosteroid injection (CSI) alone versus combined radiofrequency ablation (RFA) and CSI in patients with PF refractory to conservative treatment.

Materials and methods: This single-center retrospective comparative study included patients diagnosed with PF between 1 January 2021 and 1 January 2025. Patients who underwent either CSI alone or combined RFA and CSI after failure of conservative management were included. Pain intensity was assessed using a visual analog …

Changes In T-Cell Subsets And Their Relationships With Disease Severity In Patients With Alopecia Areata, Hati̇ce Türk Daği, Hülya Özdemi̇r, Mehmet Akyürek, Fatma Tunçez Akyürek, Hasi̇be Artaç

Turkish Journal of Medical Sciences

Background/aim: Alopecia areata (AA) is a nonscarring hair loss disorder characterized by genetic susceptibility, environmental triggers, and T-cell–mediated autoimmunity. While various CD4+ and CD8+ T-cell subsets are implicated in its pathogenesis, the roles of follicular T-cell (Tfh), peripheral T-cell (Tph), and regulatory T-cell (Treg) subsets– particularly within the CD8+ population–remain incompletely defined. This study aimed to characterize circulating CD4+ and CD8+ T-cell subsets in Turkish patients with AA and to evaluate their associations with disease activity, duration, and severity.

Materials and methods: A total of 40 patients with AA and 40 healthy controls were enrolled. CD4+ and CD8+ T-cell subsets—including …

Histomorphological Changes In Human Septal Cartilage Stored In Different Preservation Solutions ​, Özlem Akkoca, Aki̇f Si̇nan Bi̇lgen, Harun Çoban, Fatma Aslan Yay, Zeynep Kaptan, Funda Balkiliç Akkaya, Rahmi̇ Kiliç, Sami̇ Engi̇n Muz

Turkish Journal of Medical Sciences

Background/aim: To assess the histopathological effects of three preservation solutions (70% ethanol, povidone-iodine, and ciprofloxacin) on human septal cartilage obtained during septoplasty and to compare their preservation characteristics for potential future graft applications. Optimal preservation of septal cartilage is clinically important because well-preserved grafts may reduce the need for secondary cartilage harvesting and the associated donor-site morbidity while facilitating reconstructive procedures during revision surgery.

Materials and methods: A total of 90 septal cartilage specimens obtained from 30 patients undergoing septoplasty were allocated to three preservation groups and stored in the designated preservation solutions at +4 °C. Samples were examined histologically …

Rna Sequencing Detects More Challenging Cases Of Somatic Hypermutation In The Ighv Gene In Patients With Chronic Lymphocytic Leukemia ​, Fatma Arikan, Pinar Ata, Şenol Demi̇r, Meral Uluköylü Mengüç, Fahi̇r Özkalemkaş, Bedretti̇n Orhan, Özgür Mehtap, Arda Bayar, Asu Fergün Yilmaz, Ayşe Tüli̇n Tuğlular, Işik Atagündüz, Tayfur Toptaş

Turkish Journal of Medical Sciences

Background/aim: Chronic lymphocytic leukemia (CLL) exhibits marked biological heterogeneity, and immunoglobulin heavy chain variable (IgHV) mutation status remains a key prognostic biomarker. We evaluated patient IgHV status via RNA sequencing (RNA-seq) and examined real-life clinical outcomes in a retrospective CLL cohort.

Materials and methods: Eighty-seven adults diagnosed with CLL between 2020 and 2022 at three centers were included. Total RNA from peripheral blood underwent anchored multiplex polymerase chain reaction with the Immunoverse BCR-IGH IGKL v1.0 kit (Integrated DNA Technologies) and was sequenced on the MiSeq platform (Illumina). IgHV mutation status was determined according to ERIC 2022 guidelines, specifically regarding classification …

Association Of Precise-Hbr Score With Clinical Outcomes And Length Of Hospital Stay After Transcatheter Aortic Valve Implantation ​, Erhan Saraçoğlu, Yunus Emre Özbebek, Beki̇r Demi̇rtaş

Turkish Journal of Medical Sciences

Background/aim: The PRECISE-HBR score was developed to estimate bleeding risk after percutaneous coronary intervention, but its clinical utility in patients undergoing transcatheter aortic valve implantation (TAVI) remains uncertain. We evaluated its association with major bleeding and hospitalization burden after TAVI.

Materials and methods: This ambispective, single-center observational study included 184 consecutive patients undergoing TAVI. The patients were categorized by PRECISE-HBR score (≤22, 23–26, and ≥27) for descriptive comparisons. Receiver operating characteristic analyses were used to assess the discriminative performance of PRECISE-HBR and the Society of Thoracic Surgeons score for major bleeding, prolonged hospitalization, and in-hospital mortality. Binary logistic regression was …

Effect Of Vnotes Hysterectomy With Uterosacral Ligament Suspension On Overactive Bladder Symptoms In Patients With Pelvic Organ Prolapse: A Retrospective Cohort Study ​, Gonca Türker Ergün, Mahmut Kuntay Kokanali, Duygu Tuğrul Ersak, Meli̇ke Doğanay, Özlem Moraloğlu Teki̇n

Turkish Journal of Medical Sciences

Background/aim: To evaluate the anatomical and functional outcomes following vaginal natural orifice transluminal endoscopic surgery (vNOTES) hysterectomy combined with bilateral uterosacral ligament suspension in patients with apical prolapse and concomitant overactive bladder symptoms.

Materials and methods: This retrospective cohort study was conducted at a single tertiary referral center. Women with symptomatic apical prolapse (stage ≥ II) and concomitant overactive bladder symptoms were included. All patients underwent vNOTES hysterectomy with bilateral uterosacral ligament suspension. Anatomical outcomes were assessed using the Pelvic Organ Prolapse Quantification (POP-Q) system, whereas functional outcomes were evaluated using validated questionnaires, including the Pelvic Floor Distress Inventory-20 (PFDI-20), …

Erratum To “Effects Of Colchicine On Sah-Induced Vascular Damage In An Experimental Subarachnoid Hemorrhage Model’’ [Turkish Journal Of Medical Sciences 56 (2) 2026 597-607] ​, Emi̇ne Demi̇r, Cumaali̇ Demi̇rtaş, Cansu Sönmez, Eray Meti̇n Güler, Sarper Kocaoğlu, Hakan Beyaztaş, Eyüp Çeti̇n

Turkish Journal of Medical Sciences

The original article can be accessed at https://doi.org/10.55730/1300-0144.6192.

Background/aim: Subarachnoid haemorrhage (SAH) is a severe cerebrovascular condition with high morbidity and mortality. Inflammation and oxidative stress are key factors in its pathophysiology, particularly in secondary vascular injury. This study aimed to evaluate the effects of colchicine on vascular integrity and biochemical markers following SAH in an experimental rat model.

Materials and methods: Eighteen female Sprague-Dawley rats were divided into three groups: Control (no SAH), SAH (induced without treatment), and SAH + Colchicine (1 mg/kg intraperitoneally at 1 h and 24 h). SAH was induced by autologous blood injection into …

Vitamin D Deficiency, Depression Severity, And Suicide Risk: Evidence From Patients With Major Depressive Disorder ​, Eli̇f Küçük, Feri̇de Uysal, Seda Şenkardeş Kandemi̇r, Özgür Özkalayci, Canay Pamukçu, Ni̇hal Taşteki̇n, Meri̇h Altintaş

Turkish Journal of Medical Sciences

Background/aim: Major depressive disorder (MDD) is a common psychiatric condition characterized by depressive symptoms and suicide-related clinical features. Vitamin D status has been investigated as a potential clinical correlate of depression and suicidal ideation, but the direction and specificity of these associations remain uncertain. This cross-sectional study aimed to examine the associations among serum 25-hydroxyvitamin D [25(OH)D] levels, depressive symptom severity, suicidal ideation, and suicide-related cognitive–affective dimensions in adults diagnosed with MDD.

Materials and methods: This cross-sectional study included 97 adults aged 18–65 years who were diagnosed with MDD according to DSM-5 criteria. Depressive symptom severity and suicide-related outcomes were …

Erratum To “Hla Allele And Haplotype Diversity In Central Anatolia: A Comparative Analysis Of Donors And Transplant Candidates Across Six Hla Loci (Hla-A, Hla-B, Hla-C, Hla-Drb1, Hla-Dqb1, And Hla-Dpb1)’’ [Turkish Journal Of Medical Sciences 56 (3) 2026 817-827] ​, Emel Yantir, Eren Gündüz

Turkish Journal of Medical Sciences

The original article can be accessed at https://doi.org/10.55730/1300-0144.6216.

In Article No. 56-3-22, entitled “HLA Allele and Haplotype Diversity in Central Anatolia: A Comparative Analysis of Donors and Transplant Candidates across Six HLA Loci (HLA-A, HLA-B, HLA-C, HLA-DRB1, HLA-DQB1, and HLA-DPB1)”, an error was identified in the DOI of the Aperta link provided in the Supplementary Materials section, as the final digit of the DOI was inadvertently omitted.
The correct and complete version of the link is provided below on a separate page.
https://aperta.ulakbim.gov.tr/records/287387

Robust Soil Moisture Content Detection Based On Data Augmentation Under Different Testing Conditions, Yang Li, Chenghao Liu, Jing Nie, Jingbin Li

Turkish Journal of Agriculture and Forestry

Accurate and cost-effective monitoring of soil moisture content is essential for the development of precision agriculture and the optimization of water resource management. While low-frequency acoustic signals are used to detect soil moisture content, models trained with controlled laboratory acoustic data often exhibit significant performance degradation with field data due to their sensitivity to environmental noise, soil heterogeneity, and structural variations. This study proposes a novel framework to enhance model robustness and generalization by integrating a WGAN-GP network data augmentation strategy into the soil moisture content workflow. This framework is designed to generate high-quality and diverse data on different soil …

Daam2 Gene Variants P.(Asp165glu) And P.(Asn614thrfster2) In Pediatric Cryptorchidism: A Hypothesis-Generating Pilot Case-Control Study From The Eastern Black Sea Region Of Türkiye ​, Onur Yalçin, Çağri Doğan

Turkish Journal of Medical Sciences

Background/aim: Cryptorchidism is the most common congenital anomaly of the male genitourinary system, characterized by a multifactorial etiology. The disheveled-associated activator of morphogenesis 2 (DAAM2) gene regulates androgen receptor (AR)- dependent transcription; its variants are associated with partial androgen insensitivity. Since the inguinoscrotal phase of testicular descent is androgen-dependent, we hypothesized that DAAM2 variants contribute to cryptorchidism susceptibility. This pilot study, designed to generate hypotheses rather than to establish association, investigated the frequency of two functionally characterized DAAM2 variants, p.(Asp165Glu) and p.(Asn614ThrfsTer2), in pediatric cryptorchidism.

Materials and methods: This prospective case-control study included 40 male pediatric cryptorchidism patients and 39 …

Readability Of Dermatology Patient Education Materials: A Comparative Analysis Of Turkish Dermatology Association Brochures And Texts Generated By Chatgpt And Gemini ​, Ahmet Kağan Özdemi̇r, Bengü Reyhan Botsali Özdemi̇r, Akin Aktaş

Turkish Journal of Medical Sciences

Background/aim: In modern healthcare, patient education materials (PEMs) are essential for bridging the gap between clinical knowledge and patient understanding. However, in Türkiye, where 64.6% of the adult population possesses inadequate or problematic health literacy, traditional medical brochures often exceed recommended reading levels. This study aimed to evaluate and compare the readability of Turkish dermatology PEMs prepared by the Turkish Dermatology Association (TDA) with those generated by artificial intelligence (AI) models.

Materials and methods: A total of 68 TDA PEMs were analyzed. Readability was assessed using the Ateşman Readability Index. Responses were generated by AI models to questions extracted from …