Traffic environment perception algorithm based on multi-task feature fusion and orthogonal attention by Zhengfeng LI, Mingen ZHONG, Yihong ZHANG, Kang FAN, Zhiying DENG, Jiawei TAN

“…This framework aims to achieve three essential objectives: vehicle target detection, extraction of drivable road areas, and segmentation of lane lines. …”
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FTIR Detection of Ce³⁺ Sites on Shape-Controlled Ceria Nanoparticles Using Adsorbed ¹⁵N₂ as a Probe Molecule by Kristina K. Chakarova, Mihail Y. Mihaylov, Bayan S. Karapenchev, Nikola L. Drenchev, Elena Z. Ivanova, Georgi N. Vayssilov, Hristiyan A. Aleksandrov, Konstantin I. Hadjiivanov

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Detection of Mediterranean Black Widow Spider, Latrodectus tredecimguttatus (Rossi, 1790) for the First Time in Jordan by DNA Barcoding and a Case of Envenomation Treated with Fer... by Ehab Eid, Hussein Alnasarat, Said Ahmad Damhoureyeh, Sergio Henriques

“…In this article, we detected this species in Jordan for the first time and confirmed the diagnosis by DNA barcoding. …”
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Occurrence and distribution of citrus tatter leaf disease in Zhejiang and genetic diversity analysis of its pathogen by LU Lianming, LIU Shunmin, AN Baoju, DU Danchao, HU Xiurong, PU Zhanxu, LÜ Jia

“…The amplification results were detected by agarose gel followed by observation and photography. …”
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SIGNIFICANCE OF ETV6-RUNX1 FUSION GENE TRANSCRIPT DETECTION IN PEDIATRIC B-CELL PRECURSOR ACUTE LYMPHOBLASTIC LEUKEMIA WITH TRANSLOCATION t(12;21)(p13;q22) by G. A. Tsaur, Т. О. Riger, A. M. Popov, T. Yu. Verzhbitskaya, L. V. Vakhonina, A. A. Vlasova, Yu. V. Olshanskaya, А. N. Kazakova, O. V. Streneva, O. V. Makarova, S. V. Tsvirenko, L. I. Saveliev, О. R. Arakaev, L. G. Fechina

“…Translocation t(12;21)(p13;q22) is one of the most common structural genetic abnormalities in childhood acute lymphoblastic leukemia (ALL). It cannot be detected by conventional G-banding, so a reverse-transcriptase polymerase chain reaction (RT-PCR) or fluorescent in situ hybridization are used for this purpose.The aim of the study was to evaluate the prognostic significance of qualitative and quantitative detection of ETV6-RUNX1 fusion gene transcript at various time points in childhood B-cell precursor acute lymphoblastic leukemia (BCP-ALL) patients.Materials and methods. …”
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Entropy-Driven Molecular Beacon Assisted Special RCA Assay with Enhanced Sensitivity for Room Temperature DNA Biosensing by Shurui Tao, Yi Long, Guozhen Liu

“…We herein proposed an entropy-driven special RCA technology for the detection of HPV16 E7 gene at room temperature. The strategy is composed of a molecular beacon containing a loop region for nucleic acid target recognition and a stem region to initiate RCA. …”
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Ripeness identification of pitaya fruit based on YOLOv8 and PSP-Ellipse by LIU Xinpu, ZHAO Chunlei, LI Zhifeng, FENG Chao

“…First, the real-time target detection function of YOLOv8 was used to locate and identify the pitaya fruit initially. …”
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Analysis of the Relationship Between Scale Invariant Feature Transform Keypoint Properties and Their Invariance to Geometrical Transformation Applied to Cone-Beam Computed Tomograp... by Diletta Pennati, Leonardo Bocchi

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Transform-Based Multiresolution Decomposition for Unsupervised Learning and Data Clustering of Cellular Network Behavior by Juan Cantizani-Estepa, Sergio Fortes, Javier Villegas, Javier Rasines, Raul Martin Cuerdo, Raquel Barco

“…To ease the management and automatically detect network problems, unsupervised techniques have been put to use. …”
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Optimal surface defect detector design based on deep learning for 3D geometry by Sangmin Suh

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A Novel Statistical Approach to Obtain the Best Visibility Slice in MRI Sequence of Brain Tumors by Hassan Al-Yassin, Mohammed A. Fadhel, Omran Al-Shamma

“…With the progress of the use of artificial intelligence in the medical field, the detection of brain tumors has become one of the researchers’ interests. …”
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Integrating artificial intelligence in healthcare: applications, challenges, and future directions by Peng Lean Chong, Vikneswaran Vaigeshwari, Basir Khan Mohammed Reyasudin, binti Ros Azamin Noor Hidayah, Purnshatman Tatchanaamoorti, Jian Ai Yeow, Feng Yuan Kong

“…This paper explores AI applications in cancer detection, dental medicine, brain tumor database management, and personalized treatment planning. …”
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Enhanced Non-Destructive Testing of Small Wind Turbine Blades Using Infrared Thermography by Majid Memari, Mohammad Shekaramiz, Mohammad A. S. Masoum, Abdennour C. Seibi

“…This study presents a foundational step in a broader initiative aimed at leveraging thermal imaging technology to enhance wind turbine maintenance, particularly focusing on the challenges of detecting defects and object localization in small wind turbine blades. …”
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Precision Measurement and Feature Selection in Medical Diagnostics using Hybrid Genetic Algorithm and Support Vector Machine by Gowri Subadra K, Sathish Babu P

“…Breast cancer, which affects a large number of women each year, requires effective methods for early detection and accurate diagnosis to improve patient outcomes. …”
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Loader Bucket Working Angle Identification Method Based on YOLOv5s and EMA Attention Mechanism by Xuedong Zhang, Bo Cui, Zhaoxu Wang, Wangting Zeng

“…In response to the issues of low recognition efficiency and large errors encountered in the process of identifying the working angle of the bucket during current automated loader construction operations, a method based on YOLOv5s and the EMA attention mechanism for loader bucket working angle identification is proposed. Initially, a small target detection head, utilizing YOLOv5s, was designed to enhance sensitivity towards target recognition. …”
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Enhancing cerebral infarct classification by automatically extracting relevant fMRI features by Vitaly I. Dobromyslin, Wenjin Zhou, for the Alzheimer’s Disease Neuroimaging Initiative

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Predictive Maintenance of HVAC Systems using Deep Learning for Optimized Building Energy Efficiency by Seyed Abolfazl Aghili, Amin Haji Mohammad Rezaei, Mostafa Khanzadi

“…The framework uses Fault Tree Analysis (FTA) initially to perform qualitative analysis regarding the effect of HVAC system faults in energy consumption. …”
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A Pilot Study on Single-Cell Raman Spectroscopy Combined with Machine Learning for Phenotypic Characterization of <i>Staphylococcus aureus</i> by Li Liu, Junjing Xue, Yang Song, Taijie Zhan, Yang Liu, Xiaohui Song, Li Mei, Duochun Wang, Yu Vincent Fu, Qiang Wei

“…This study develops a single-cell Raman spectroscopy approach to detect multiple phenotypic traits of <i>Staphylococcus aureus</i> (<i>S. aureus</i>) as a proof of concept. …”
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Exploring Research and Tools in AI Security: A Systematic Mapping Study by Sidhant Narula, Mohammad Ghasemigol, Javier Carnerero-Cano, Amanda Minnich, Emil Lupu, Daniel Takabi

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DEVELOPMENT OF ANTI DROWSINESS AND ALERT SYSTEM FOR AUTOMOBILE DRIVERS by Nastaran Reza Nazar Zadeh, Ramerson Abais, Maxine Joie Mananqui, Jhon Person Cabarles, Eireena Patricia Estudillo, Mary Donnabell Rivera

“…Sensor performance is expected to expand as technological advancement initiatives continue. As an outcome, it is possible to conclude that the provided method is an efficient solution to detect driver drowsiness.…”
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