Description of clinical cases and available diagnostic tools of oropharyngeal syphilis: a systematic review of the literature by Pierre Guarino, Francesco Chiari, Carlo Carosi, Giustino Parruti, Claudio Donadio Caporale, Livio Presutti, Gabriele Molteni

“…Results The intended analysis was based on 38 papers, including a total of 55 cases. …”
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DVF-NET: Bi-Temporal Remote Sensing Image Registration Network Based on Displacement Vector Field Fusion by Mingliang Xue, Yiming Zhang, Shucai Jia, Chong Cao, Lin Feng, Wanquan Liu

“…A key innovation of this method is the incorporation of a Structural Attention Module (SAT), which enhances the model’s ability to focus on structural features, improving the feature extraction process. …”
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Generating Synthetic Malware Samples Using Generative AI by Tiffany Bao, Kylie Trousil, Quang Duy Tran, Fabio Di Troia, Younghee Park

“…These findings demonstrate the high quality and fidelity of the synthetic data, its robustness, and its potential applications in malware analysis. Specifically, synthetic malware data proves effective in improving the classification of minor malware classes and detection rates, even though the size of known malware data is significantly small.…”
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Prenatal diagnosis and postnatal outcomes of congenital kidney and urinary tract anomalies: results from a tertiary center by Hale Özer Çaltek, Neçirvan Çağdaş Çaltek, Deniz Aras, Tuğba Nur Çim Çolak, Ecem Okşen, Sevgi Yavuz, Merih Çetinkaya, İbrahim Polat

“…Methods A retrospective cohort analysis was conducted on 277 fetuses diagnosed with CAKUT between December 2020 and December 2024 at a tertiary center. …”
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From Neural Networks to Emotional Networks: A Systematic Review of EEG-Based Emotion Recognition in Cognitive Neuroscience and Real-World Applications by Evgenia Gkintoni, Anthimos Aroutzidis, Hera Antonopoulou, Constantinos Halkiopoulos

“…Key signal processing techniques used during this process include spectral features, connectivity analysis, and frontal asymmetry detection, which helped enhance the performance of recognition. …”
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Genome-wide profiling of DNA repair proteins in single cells by Kim L. de Luca, Pim M. J. Rullens, Magdalena A. Karpinska, Sandra S. de Vries, Agnieszka Gacek-Matthews, Lőrinc S. Pongor, Gaëlle Legube, Joanna W. Jachowicz, A. Marieke Oudelaar, Jop Kind

“…Because damage occurs non-uniformly across the genome, single-cell resolution is required for proper interrogation, but sensitive detection has remained challenging. Here, we present a comprehensive analysis of repair protein localization in single human cells using DamID and ChIC sequencing techniques. …”
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Improvement of fetus growth restriction diagnostics in pregnant women by means of biochemical markers that characterize the disorder of stress-adaptation by N. G. Kolokot

“…Regulatory and adaptive processes of the system “mother –placenta – fetus” state determination and detection of pregnant women adaptive capabilities specific features in case of fetus growth restriction based on a number of the blood plasma biochemical indicators. …”
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Intriguing Nature of AM Her–type Candidate CXOU J204734.8+300105 by Rahul Sharma, Chetana Jain, Biswajit Paul, Anjan Dutta, Vikram Rana

“…The detection and characterization of periodic X-ray signals are crucial for identifying new compact objects and studying the mechanisms powering their emission. …”
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Medulloblastomas of the Cerebellum in Children: Clinicopathologic Comparison by V. V. Morgun, О. G. Chernenko, I. A. Malovichko, S. O. Rudenko, Т. A. Malysheva, V. P. Sil’chenko, L. M. Verbova

“…The children’s age ranged from 1 month to 17 years: peak of medulloblastoma detection was registered at the age of 4–7. Results. …”
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Practical Aspects of Using Artificial Intelligence Programs in the Analytical Work of the Department by Chupryna Leonid

“…In particular, one of this work features is the limited access of AI to regional sites. …”
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The Use of LiDAR Terrain Data in Characterizing Surface Roughness and Microtopography by Kristen M. Brubaker, Wayne L. Myers, Patrick J. Drohan, Douglas A. Miller, Elizabeth W. Boyer

“…The availability of light detection and ranging data (LiDAR) has resulted in a new era of landscape analysis. …”
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Genetic transformation of the oilseed crop camelina using immature zygotic embryos by Barno Ruzimurodovna Rezaeva, Ingrid Otto, Götz Hensel, Pouneh Pouramini, Anton Peterson, Jochen Kumlehn

“…We provide convergent evidence of stable transgenicity and transgene inheritance by (1) selection for resistance to hygromycin, (2) PCR, (3) detection of the transgene product GFP, and (4) DNA gel blot analysis involving primary transgenic plants and segregating progeny. …”
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Dynamics‐Oriented Underwater Mechanoreception Interface for Simultaneous Flow and Contact Perception by Hua Zhong, Yaxi Wang, Jiahao Xu, Yu Cheng, Sicong Liu, Jia Pan, Wenping Wang, Zheng Wang

“…REEM combines structural features from different mechanoreceptive sensilla, enabling it to capture a wide range of stimulus dynamics. …”
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A novel approach in diagnosing knee osteoarthritis for content based image retrieval in big data analytics and medical images by Pinar Gundogan Bozdag, Hurşit Burak Mutlu, Mucahit Karaduman, Muhammed Yildirim, M. Attique Khan, Shrooq Alsenan, Jamel Baili, Yunyoung Nam

“…In this study, CBIR techniques were preferred to detect knee osteoarthritis. In the proposed method, feature extraction was performed using DarkNet53, Histogram of Oriented Gradients (HOG), and Local Binary Patterns (LBP). …”
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Method and application of stability prediction model for rock slope by Yun Qi, Chenhao Bai, Xuping Li, Hongfei Duan, Wei Wang, Qingjie Qi

“…Based on the SHAP model analysis, the main factors influencing the stability of the slopes are g, c, φ, H, and j.…”
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Exploring the Spectral Variability of Estonian Lakes Using Spaceborne Imaging Spectroscopy by Alice Fabbretto, Mariano Bresciani, Andrea Pellegrino, Kersti Kangro, Anna Joelle Greife, Lodovica Panizza, François Steinmetz, Joel Kuusk, Claudia Giardino, Krista Alikas

“…Hyperspectral imagery successfully captured fine-scale spatial and spectral features not detectable by multispectral sensors, in particular it was possible to identify cyanobacterial pigments and optical variations driven by seasonal and meteorological dynamics. …”
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An Attention-based Model for Recognition of Facial Expressions Using CNN-BiLSTM by Sushil Kumar Singh, Manish Kumar, Ikram Majeed Khan, A. Jayanthiladevi, Chirag Agarwal

“…To address the challenges posed by non-frontal visual features, this study proposes a hybrid model that fusion of Convolutional Neural Networks (CNN) and Bidirectional Long Short-Term Memory (BiLSTM), augmented with a point multiplication attention model and Linear Discriminant Analysis (LDA). …”
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Multi-Subject Remote Heart Sound Monitoring Using mmWave MIMO RADAR by Isabella Lenz, Yu Rong, Adarsh A. Venkataramani, Daniel W. Bliss

“…A complete RADAR signal processing chain is developed, incorporating automatic subject detection and localization using temporal features, spatial beamforming to separate signals from multiple subjects, and heart sound signal extraction. …”
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Depression Recognition Using Daily Wearable-Derived Physiological Data by Xinyu Shui, Hao Xu, Shuping Tan, Dan Zhang

“…Our aim was to identify depressive individuals through the analysis of multimodal physiological measurements derived from wearable devices in daily life scenarios. …”
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Enriching Urban Digital Twins with Energy-related Information from Aerial and Street View Imagery for Precise Urban Climate Modeling by M. Buyukdemircioglu, S. Oude Elberink

“…Roof textures extracted from orthophotos enhance the analysis of roof geometry and facilitate material identification and solar panel detection. …”
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