Application of Deep Dictionary Learning and Predefined Filters for Classification of Retinal Optical Coherence Tomography Images by Fariba Shaker, Zahra Baharlouei, Gerlind Plonka, Hossein Rabbani

“…In recent years, deep learning methods have excelled in Optical Coherence Tomography (OCT) image classification but demand high computational resources and extensive training data. We propose two effective methods for OCT image classification, combining the strength of deep learning with sparse representation of significant image features for improved detection of retinal abnormalities. …”
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Factors associated with contrast-associated acute kidney injury in an emergency department: A cohort study in Lebanon. by Moustafa Al Hariri, Sally Al Hassan, Malak Khalifeh, Hani Tamim, Imad El Majzoub, Tharwat El Zahran

“…<h4>Background</h4>Contrast-associated acute kidney injury (CA-AKI) is a common problem in hospitals, particularly in low-middle-income countries (LMIC), due to limited resources and a high prevalence of comorbidities. Kidney function evaluation using serum creatinine levels before contrast administration leads to increased length of stay and delayed patient care. …”
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Tunable Energy-Efficient Approximate Circuits for Self-Powered AI and Autonomous Edge Computing Systems by Shubham Garg, Kanika Monga, Nitin Chaturvedi, S. Gurunarayanan

“…Furthermore, we implemented a simple CNN for pattern detection and integrated our proposed solution to validate its benefits, achieving 15% lower power consumption and 7% lower area overhead without functionality loss.…”
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Enhanced Efficiency in SMEs Attendance Monitoring: Low Cost Artificial Intelligence Facial Recognition Mobile Application by Hong-Danh Thai, Yeong-Seok Seo, Jun-Ho Huh

“…Applying advanced technologies in human resources can enable organizations to address these challenges effectively. …”
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Integrated assessment of soil quality and contaminant risks in salinized farmland adjacent to an oil-exploitation zone: insights from the Yellow River Delta by Xiaofan Xie, Jijin Cai, Xiaosong Yang, Hui Qiu, Yuexian Liu, Yuanxun Zhang

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Insights from lncRNAs Profiling of MIN6 Beta Cells Undergoing Inflammation by Chuntao Sun, Lihua Xue, Ziyang Zhu, Fan Zhang, Ruixue Yang, Xuewen Yuan, Zhanjun Jia, Qianqi Liu

“…This study may be utilized as a background or reference resource for future functional studies on lncRNAs related to the diagnosis and development of new therapies for T1DM.…”
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Allelic differences in the key genes of betalain biosynthesis in table beet accessions with contrasting root color from the VIR collection by A. S. Mikhailova, D. V. Sokolova, N. A. Shvachko, V. S. Popov, E. K. Khlestkina

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Diagnostics and restorative treatment of accommodation astenopia from the position of applied methods, effectiveness and staging: systematic review by I. G. Ovechkin, D. A. Shavshina, E. I. Belikova

“…A systematic review was performed using the RSCI and PubMed databases, with the following search keywords: “accommodation”, “asthenopia”, “computer vision syndrome”, “quality of life”, “visual performance”. The sources were selected according to the criteria of prospective or retrospective studies. …”
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Neighbor interaction-based personalised transfer for cross-domain recommendation by Kelei Sun, Yingying Wang, Mengqi He, Huaping Zhou, Shunxiang Zhang

“…The second module develops an attention mechanism to guide the knowledge transfer process selectively. Moreover, a meta-network based on users' transferable features is trained to construct personalised mapping functions for each user. …”
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Integrating LLM-based code optimization with human-like exclusionary reasoning for computational education by Yi Rong, Tianfeng Du, Roubing Li, Wenting Bao

“…Implemented on a suite of open-source models and trained with publicly available Python corpora, our method proves model-agnostic and lightweight. …”
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Feasibility of estimating the percentage of desert pavement using Tasseled Cap Transformation indices extracted from Landsat 8 images by farzaneh Fotouhi Firoozabad, Atefeh jebali

“…Tasseled cap transformation functions were used to present the characteristics of soil brightness, greenness, and moisture in six distinct maps. …”
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Integration of a hybrid vibration prediction model for railways into noise mapping software: methodology, assumptions and demonstration by Pieter Reumers, Geert Degrande, Geert Lombaert, David J. Thompson, Evangelos Ntotsios, Pascal Bouvet, Brice Nélain, Andreas Nuber

“…The user can select soil impedance and transfer functions from a database, pre-computed for a wide range of parameters with state-of-the-art models. …”
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Tracing the Earliest Stages of Star and Cluster Formation in 19 Nearby Galaxies with PHANGS-JWST and HST: Compact 3.3 μm Polycyclic Aromatic Hydrocarbon Emitters and Their Relation... by M. Jimena Rodríguez, Janice C. Lee, Remy Indebetouw, B. C. Whitmore, Daniel Maschmann, Thomas G. Williams, Rupali Chandar, A. T. Barnes, Oleg Y. Gnedin, Karin M. Sandstrom, Erik Rosolowsky, Adam K. Leroy, David A. Thilker, Hwihyun Kim, Jiayi Sun, Ralf S. Klessen, Brent Groves, Aida Wofford, Médéric Boquien, Daniel A. Dale, Leonardo Úbeda, Kirsten L. Larson, Kathryn Grasha, Kelsey E. Johnson, Rebecca C. Levy, Frank Bigiel, Hamid Hassani, Sumit K. Sarbadhicary

“…We establish a selection criteria based on a median color threshold of F300M − F335M = 0.67 at F335M = 20 and identify 1816 sources. …”
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Optimization of the Preparation Process of Flavonoid Solid Beverage from Ficus hirta Vahl. by Lin YANG, Shanyan ZHAO, Fan YANG, Hangying ZHANG, Bocheng HUANG, Juncheng ZHANG

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QTL analysis for plant height and fine mapping of two environmentally stable QTLs with major effects in soybean by Yu TIAN, Lei YANG, Hong-feng LU, Bo ZHANG, Yan-fei LI, Chen LIU, Tian-li GE, Yu-lin LIU, Jia-nan HAN, Ying-hui LI, Li-juan QIU

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Ecotoxicological implications of agricultural ecosystem sedimentary arsenic exposure in benthic organisms: A case study on apple snail by Xiaoyang Bi, Binran Wang, Jingyi Guo, Junhao Qin, Huashou Li, Dongqin Li, Guikui Chen, Rongliang Qiu

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Integrated care programmes for sport and work participation, performance of physical activities and quality of life among orthopaedic surgery patients: a systematic review with met... by Maurits W van Tulder, Pieter Coenen, Gino M Kerkhoffs, Gerben Hulsegge, Joost G Daams, Rutger C van Geenen, Judith A Huirne, Johannes R Anema, P Paul Kuijer

“…We aimed to assess the effectiveness of integrated care among orthopaedic surgery patients.Design Systematic review with meta-analysis.Data source Medline, EMBASE and CINAHL (until 17 June 2019).Eligibility for selecting studies We searched for controlled studies on integrated care interventions consisting of active referral to case managers, rehabilitation with participation-based goals and/or e/mHealth, with outcomes of sports and work participation, performance of physical activities and/or QoL. …”
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Potentials of Natural Preservatives to Enhance Food Safety and Shelf Life: A Review by Ejigayehu Teshome, Sirawdink Fikreyesus Forsido, H. P. Vasantha Rupasinghe, Ebisa Olika Keyata

“…The extraction condition and purification of natural preservatives may change their structure and affect their functionality. Selecting the best extraction method coupled with minimal processing such as direct mechanical extraction seems to preserve active ingredients. …”
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Distorting Electrical Power of the Alternating Current in the Simplest Circuit with a Diode by O. V. Bialobrzheskyi, D. Y. Rod`kin

“…For the analysis of processes of formation the components of electrical power, a diagram of the simplest circuit containing a series-connected source of electromotive force, resistors and a diode is considered; also, the circuit was conditionally separated into a source and a consumer. …”
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Price transmission and market integration analysis of black gram (urad dal) across major Indian states by Sukhvir Singh, Amit Guleria, Parvender Sheoran, Pankaj Sood, Vishal Mahajan, Dharminder Kumar, Satbir Singh, Gurdeep Singh, Rajesh K. Rana

“…BackgroundBlack gram (Vigna mungo), a key pulse crop in India, serves as a major protein source with significant health benefits. Predominantly grown in Madhya Pradesh, Uttar Pradesh, and Rajasthan, its cultivation in Punjab remains limited due to the paddy-wheat dominance. …”
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