Machine Learning and Deep Learning for Crop Disease Diagnosis: Performance Analysis and Review by Habiba Njeri Ngugi, Andronicus A. Akinyelu, Absalom E. Ezugwu

“…Crop diseases pose a significant threat to global food security, with both economic and environmental consequences. Early and accurate detection is essential for timely intervention and sustainable farming. …”
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YLOMF: You Look Once for Multi-Feature—A Multi-Feature Multi-Task Network for Intelligent Real-Time Perception in Autonomous Driving by B. N. Anoop, S. K. Abhilash, Venu Madhav Nookala, S. Prita, S. Raghavendra

“…It achieves 85.1% IoU for lane segmentation, 81.56% accuracy in 2D object detection, and 31.5% (easy), 26.38% (medium), and 23.9% (hard) accuracy in 3D instance detection, surpassing state-of-the-art benchmarks. …”
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Herbicide poisoning causing multiple colonic perforations: case report by Tesfaye Birhanu Abebe, Daba Iticha Ayana, Dereje Gebisa Bedada, Eyob Girum Weldeyes

“…This case is notable as the first documented instance of multiple colonic perforations due to 2,4-D poisoning in humans, as confirmed through an extensive literature review. …”
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Diagnosis and treatment of type B insulin resistance syndrome complicated by mixed connective tissue disease: a case report and literature review by HUANG Yu, CUI Yuliang, LIU Jing

“…However, this case reported in this study presents a rare instance of TBIRS with mixed connective tissue disease. …”
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A rare case of hemophagocytic lymphohistiocytosis (HLH) secondary to Salmonella infection by Vijay Yaswanth Reddy Bade, Renuga Devi V., N. Gunasekaran, Priyadarshini Varadaraj

“…Despite intense care, his condition was complex and created substantial complications. This instance emphasizes the significance of early detection as well as treatment of HLH, especially when accompanied by bacterial infections, which are not generally thought to produce this strong immunological response. …”
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Solutions on Establishing and Utilizing BIM for General Contractors in Key Scenarios of Digital Construction by Yang Peng, Fangqiang Yu, Ming Zhang, Jinglin Xu, Shang Gao

“…First, a model merging algorithm is proposed to support the continuous merge of submodels created by different subcontractors. Second, an instance-level model extraction method based on strongly related entities is proposed, which extracts model instances to the minimum submodel and meets the subcontractor requirements at the same time. …”
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Prevalence and social inequalities in the use of cancer screening tests in Campinas, Brazil (ISACamp 2014/15) by Bianca Gastaldon Lima, Marilisa Berti de Azevedo Barros

“…ABSTRACT Objective: To analyze the prevalence of early detection tests for cervical, breast, prostate, and colorectal cancers in the population of Campinas, São Paulo and the presence of social inequalities in access. …”
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Enhancing responsivity of silicon PIN photodiodes at 1064 nm via light trapping and geometry optimization: a simulation study by Fahad Alghannam, Nada S. Alharthi, Mrwan Alayed

“…Nd:YAG laser light detection at 1064 nm is widely used in applications requiring high-performance photodiodes to measure low light intensities. …”
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Always right in her candidness (on the birth anniversary of Tat'yana Mikhailovna Nikolaeva) by E.I. Ayupova

“…In some cases, we can trace not only the root similarity, but also the affixal affinity of Slavonic and Greek formations, possibly restored derivational models. For instance, to the Slavonic *dětę are detected phonetically close Greek roots with the same idea of sucking, feeding as well as verbal suffixal morphemes providing the assignment of child names to the neutral grammatical gender. …”
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A NARRATIVE REVIEW ON AUTOMATION AND DIGITALIZATION IN QUALITY CONTROL LABORATORIES OF PHARMACEUTICALS by Sheikh Abdul Khaliq, Muhammad Kashif, Muhammad Jiyad Shaikh, Ijaz Hussain

“…Results: The use of TLA has significantly bolstered the development of the QC department. For instance, Sysmex's TLA system enhances automation within QC procedures, leading to increased accuracy and reduced errors. …”
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Scalable quality control on processing of large diffusion-weighted and structural magnetic resonance imaging datasets. by Michael E Kim, Chenyu Gao, Nancy R Newlin, Gaurav Rudravaram, Aravind R Krishnan, Karthik Ramadass, Praitayini Kanakaraj, Kurt G Schilling, Blake E Dewey, David A Bennett, Sid O'Bryant, Robert C Barber, Derek Archer, Timothy J Hohman, Shunxing Bao, Zhiyuan Li, Bennett A Landman, Nazirah Mohd Khairi, Alzheimer’s Disease Neuroimaging Initiative, HABS-HD Study Team

“…Most efforts to reduce data QC time rely on quantitative outlier detection, which cannot capture every instance of algorithm failure. …”
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Efficient Real-Time Pathfinding for Visually Impaired Individuals by Tadeh Ghahremanians, Hossein Mahvash Mohammadi

“…Traditional methods usually focus on the detection of specific patterns or objects, requiring custom algorithms for each object of interest. …”
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Interfaces govern the structure of angstrom-scale confined water solutions by Yongkang Wang, Fujie Tang, Xiaoqing Yu, Kuo-Yang Chiang, Chun-Chieh Yu, Tatsuhiko Ohto, Yunfei Chen, Yuki Nagata, Mischa Bonn

“…The structure and properties of water in nanoconfinement can differ significantly from bulk water, exhibiting, for instance, modified hydrogen bonds, altered dielectric constant, and distinct phase transitions. …”
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Bilateral Tuberculum Sextum of Maxillary Permanent First Molar by Mrunali Prashant Deshkar, Yash Naik, Ramakrishna Yeluri, Nilima Thosar, Monika Khubchandani, Meenal Pande

“…This case offers a unique instance of a bilateral tuberculum sextum in the maxillary permanent first molars, characterized by an additional cusp on the lingual surface. …”
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Identifying hotspots and risk factors for tick-borne encephalitis virus emergence at its range margins to guide interventions, Great Britain by Bethan V Purse

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A Network Traffic Characteristics Reconstruction Method for Mitigating the Impact of Packet Loss in Edge Computing Scenarios by Jiawei Ye, Yanting Chen, Aierpanjiang Simayi, Yu Liu, Zhihui Lu, Jie Wu

“…Experimental results demonstrate that TCReC maintains detection model accuracy within 10% of the original data, even under packet loss rates as high as 70%. …”
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Seamless Optimization of Wavelet Parameters for Denoising LFM Radar Signals: An AI-Based Approach by Talaat Abdelfattah, Ali Maher, Ahmed Youssef, Peter F. Driessen

“…Linear frequency modulation (LFM) signals are pivotal in radar systems, enabling high-resolution measurements and target detection. However, these signals are often degraded by noise, significantly impacting their processing and interpretation. …”
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PIMTABSA: A Personality influenced Multitask model for Aspect Based Sentiment Analysis using LSTM by M. Priadarsini, J. Akilandeswari

“…These results highlight a significant improvement over existing methods in the literature. For instance, our model outperformed traditional approaches like RAM, which achieved 69.36% on the Twitter dataset, and even advanced techniques such as DualGCN+Bert, which scored 77.4% on Twitter. …”
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Deep Point Cloud Facet Segmentation and Applications in Downsampling and Crop Organ Extraction by Yixuan Wang, Chuang Huang, Dawei Li

“…First, to overcome the bottleneck where inaccurate empty-facet detection impairs the downsampling performance, a facet-abstracted downsampling method is introduced. …”
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A case report unveiling spindle cell lipoma by Sakshi Dudhe, MBBS, Devyansh Nimodia, MBBS, Gaurav V. Mishra, MD, Pratapsingh Hanuman Parihar, MD, Paritosh Bhangale, MBBS, Anjali Kumari, MBBS, Rishitha Kotla, MBBS

“…In this report, we describe an unusual instance of SCL manifesting in the cervical area of a 62-year-old female individual. …”
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