FastColitisDetector-XAI: An efficient AI model utilizing sparse Autoencoder with explainable AI for ulcerative colitis diagnosis by Sumedh Vithalrao Dhole, Sangeeta R. Chougule

“…Coupling of Sparse Autoencoders with XAI, achieves high accuracy in diagnosis and gains clinician's confidence in AI model's decision-making transparent.Methodology include: • Sparse Autoencoders to extract and condense the most salient features from medical images. • Grad-CAM to highlight significant regions, which maintains model's decision making process transparent. • Has 98 % accuracy, 97.5 % precision, 96.4 % recall and 95 % F1 score for detecting UC.…”
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Quality Evaluation Methods for Cytopathological Cell Image by PENGChenhui, LIUHaochen, GAOWeining, HEYongjun

“…The gray value of the dye channel is obtained , which is used to judge whether the staining of cells is standard. Then , the target detection model Yolov5s is used to detect squamous epithelial cells , cell clusters and dirt. …”
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Ultrasound-Based Noncontrast Microvascular Imaging for Evaluation of Breast Lesions: Imaging Techniques and Review of Diagnostic Criteria by Namita Mohindra, Neetu Soni

“…The new, ultrasound-based noncontrast microvascular imaging techniques overcome the limitations of conventional Doppler, and are highly sensitive for detecting microvessels and low flow. The resultant high Doppler sensitivity leads to detection of vascularity in more breast lesions. …”
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Voltage mapping model based short-circuit fault location method in distribution network with DG by Zhihua Zhang, Duhao Song, Hongjie Wu, Yuxiao Xing, Yongtao Tian, Bingyin Xu, Yongliang Liang

“…With the rapid development of smart grid, low-voltage detection data is becoming increasingly abundant. However, the data utilization is not deep enough. …”
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SURGICAL TACTICS FOR THE INFLOW VARICOTHROMOPHLEBITIS by V. I. Rysin, Ya. M. Popovich

“…Following an active surgical tactics for the inflow varicothrombophlebitis have permitted to prevent effectively the spread of thrombtotic process on the large subcutaneous vein trunk and insufficient perforant veins, as well as to prevent the development of thrombosis in deep veins and venous thromboembolism morbidity. …”
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How Life Experience Shapes Cognitive Control Strategies: The Case of Air Traffic Control Training. by Sandra Arbula, Mariagrazia Capizzi, Nicoletta Lombardo, Antonino Vallesi

“…These results indicate a training-induced change in reactive control, which is described as a transient process in charge of stimulus-driven task detection and resolution. …”
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Dynamic Pattern Matching on Encrypted Data With Forward and Backward Security by Xiaolu Chu, Ke Cheng, Anxiao Song, Jiaxuan Fu

“…Pattern matching is widely used in applications such as genomic data query analysis, network intrusion detection, and deep packet inspection (DPI). Performing pattern matching on plaintext data is straightforward, but the need to protect the security of analyzed data and analyzed patterns can significantly complicate the process. …”
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Feasibility to measure the properties of φ(1020) meson in collisions of bismuth nuclei at an energy of 9.2 GeV in the NICA collider using the MPD experimental setup by Berdnikov Yaroslav, Ivanishchev Dmitry, Kotov Dmitry, Malaev Mikhail, Riabov Andrei

“…The dependencies of the process’es key parameters on the transverse momentum for different intervals of centrality of bismuth nuclei collisions were obtained in the rapidity range from –0.5 to +0.5. …”
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Identification of immunity related genes to study the Physalis peruviana--Fusarium oxysporum pathosystem. by Felix E Enciso-Rodríguez, Carolina González, Edwin A Rodríguez, Camilo E López, David Landsman, Luz Stella Barrero, Leonardo Mariño-Ramírez

“…These candidate genes were categorized by molecular function (98%), biological process (85%) and cellular component (79%) using gene ontology. …”
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Implementation of an Intelligent Trap for Effective Monitoring and Control of the <i>Aedes aegypti</i> Mosquito by Danilo Oliveira, Samuel Mafra

“…The application of machine learning (ML) algorithms and computer vision for the identification and classification of <i>Aedes aegypti</i> is a crucial part of this process. This article proposes the development of a smart trap for selective control of winged insects, combining IoT devices, high-resolution cameras, and advanced ML algorithms for insect detection and classification. …”
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Automated Shoreline Segmentation in Satellite Imagery Using USV Measurements by Antoni Jaszcz, Marta Włodarczyk-Sielicka, Andrzej Stateczny, Dawid Połap, Ilona Garczyńska

“…After cleaning and processing these data, the system integrates the projected map with an aerial image of the region. …”
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Self‐Powered, Soft and Breathable Human–Machine Interface Based on Piezoelectric Sensors by Zhipeng Jiang, Chi Zhang, Sun Hwa Kwon, Lin Dong

“…By successfully translating piezoelectric signals generated from bicep muscle movements into Morse Code, this HMI serves as an efficient communication device. Additionally, the process is demonstrated by illustrating the execution of the daily task of “drinking a cup of water” using the developed HMI to enable the control of a human‐interactive robotic prosthetic hand through the detection of bicep muscle movements. …”
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Manual reduction and splint fixation for distal radius fracture with dislocation: a case report by Wensheng Zhu, Wensheng Zhu, Shuangqiang Tu, Shuangqiang Tu, Hairui Zhu, Feng Shan

“…The patient was closely monitored throughout the treatment process.OutcomesFollowing the intervention, the patient demonstrated significant functional recovery, with improvement in wrist mobility and reduction in pain.ConclusionThis case underscores the importance of early detection of DRUJ dislocation in patients with DRF to avoid misdiagnosis and prevent long-term wrist dysfunction. …”
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Magnetic Field and Temperature Dual-Parameter Optical Fiber Sensor Based on Fe₃O₄ Magnetic Film by Shichun Xiong, Haojie Zhang, Zhongwei Cao, Yipeng Lu, Rui Zhou, Zhiguo Zhang

“…The sensor has the advantages of a low cost, a simple manufacturing process, good linearity, and a sensitive temperature response. …”
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Hybrid Paddy disease classification using optimized statistical feature based transformation technique with explainable AI by M Amudha, Brindha K

“…Using SHAP analysis and the Cat Boost classifier, this study delves deeper into the model’s classification process and the effects of each feature on the model’s operation. …”
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Adaptive Load Regulation Technique of Distribution Transformer Based on Power Electronic Switch by Jinwei Lin, Tao Ji, Yuhong Wu, Xianglong He, Peilin Han, Wei Wang

“…Therefore, a dual zero-crossing detection (DZCD) control strategy for PE-OLTC is proposed. …”
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SENSOR ELETROQUÍMICO BASEADO EM ÓXIDO DE GRAFENO REDUZIDO E ESTANATO DE ZINCO PARA DETERMINAÇÃO DE PROMETAZINA by Andreza L. Moreira, Janevane S. de Castro, Anderson V. Chaves, Pierre B. A. Fechine, Pedro de Lima-Neto, Francisco W. P. Ribeiro, Paulo N. S. Casciano, Adriana N. Correia

“…The chemical interaction between the components was investigated by electrochemical impedance spectroscopy (EIS) and cyclic voltammetry (CV), showing lower charge transfer resistance and higher analytical signal in the PMZ oxidation process. The optimized analysis conditions (McIlvaine buffer pH 5.0, frequency of 80 s-1, amplitude of 25 mV and increment of 2 mV) resulted in a linear analytical curve in the range of 1.48 × 10-7 to 6.48 × 10-6 mol L-1, with low detection (1.24 × 10-8 mol L-1) and quantification (3.76 × 10-8 mol L-1) limits. …”
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Four-Channel Emitting Laser Fuze Structure Based on 3D Particle Hybrid Collision Scattering Under Smoke Characteristic Variation by Zhe Guo, Bing Yang, Zhonghua Huang

“…Our work presents a laser fuze detector structure with a four-channel center-symmetrical emitting laser under the influence of the three-dimensional (3D) and spatial properties of smoke clouds, which was used to improve the laser fuze’s anti-smoke interference ability, as well as the target detection performance. A laser echo signal model under multiple frequency-modulated continuous-wave (FMCW) lasers was constructed by investigating the hybrid collision scattering process of photons and smoke particles. …”
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High-Speed CMOS Synchronous Binary Counter With Constant Counting Rate by Sungho Kim, Jeongmin Kim, In-Cheol Park

“…In our pursuit of creating a high-speed counter, we incorporate this pre-scaled structure and introduce an early state detection technique to reduce the critical path affecting the counting rate. …”
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Automated assessment of bridge guardrails for regional prioritization based on open-source data and deep learning algorithms by Giuseppe Santarsiero

“…Besides the use of the consolidated YOLO (You Only Look Once) object detection algorithm to classify the safety barriers to establish whether they match the current standards, the process innovatively involves the extraction of bridge information from OpenStreetMap (OSM) to construct a database of existing bridges. …”
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