Leveraging hybrid model of ConvNextBase and LightGBM for early ASD detection via eye-gaze analysis by Ranjeet Bidwe, Sashikala Mishra, Simi Bajaj, Ketan Kotecha

“…. • A new ConvNextBase architecture proposed with few unfreezed layers and extra dense layers with units of 512 and 128, respectively, and dropout layers with a rate of 0.5 that extract rich, high-level, and more complex features from the images to improve generalization and mitigate overfitting. • A LightGBM model performed classification using 3-fold cross-validation and found the best parameters for bagging_function, feature_fraction, max_depth, Number_of_leaves and learning_rate with values of 0.8, 0.8, −1, 31 and 0.1 respectively, to improve the model's robustness on unseen data.This proposed method is trained and tested on the publicly available Kaggle dataset, and results are benchmarked with other state-of-the-art methods. …”
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Russian population’s political activities in the first third of the XX century on the example of the Peasant Union creation movement by G. S. Chuwardin, V. G. Ivanov, O. A. Nesterchuk, V. F. Nitsevich, O. A. Sudorgin

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Synoptic analysis of atmospheric patterns associated with pervasive frosts in Khuzestan province by zahra hejazizadeh, farshad pazhoh, fardin ghadami, haniyeh shakiba

“…Sea level pressure, Geopotential Height, Zonal and meridian wind and temperature of 500 hPa data with size of 2/5 * 2/5 degree arc from the National Oceanic and Atmospheric United States of America were extracted. On the matrix of the variance of sea level pressure data in 54 days, the analysis of the basic components was performed and 10 components which identified 83% variance of the sea level pressure. …”
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Bibliometric analysis of neutrophil extracellular traps induced by protozoan and helminth parasites (2008–2024) by Tamara Muñoz-Caro, Elvira M. Saraiva, Rafael M. Mariante

“…However, a comprehensive bibliometric analysis that compiles these findings and identifies research hotspots and trends in this field is still lacking.MethodsWe utilized the Web of Science Core Collection and Scopus databases to retrieve original articles on NETs induced by protozoa and helminths. …”
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How, What, and Where You Sample Environmental DNA Affects Diversity Estimates and Species Detection by Anish Kirtane, Leif Howard, Caitlin E. Beaver, Margaret E. Hunter, Gordon Luikart, Kristy Deiner

“…The tow net samples had significantly higher eDNA yield compared to grab samples; however, they exhibited equal or lower alpha diversity of OTUs (Operational Taxonomic Units). The two sampling methods measured different beta diversity of communities detected with the COI marker across all three regions, highlighting the impact of the sampling method on the diversity of eDNA captured. …”
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Cowpea genetic diversity, population structure and genome-wide association studies in Malawi: insights for breeding programs by Michael M. Chipeta, John Kafwambira, Esnart Yohane

“…The study assessed the effects of genotype, location, and their interactions on morphological traits. The Fixed and Random Model Circulating Probability Unification (FarmCPU) algorithm was used to identify significant MTAs.ResultsThe morphological traits showed significant genotype, location, and interaction effects. …”
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Prospects of using zein markers in breeding waxy maize lines and varieties by V. V. Sidorova, Yu. A. Kerv, G. V. Matveeva, A. V. Konarev

“…Zein electrophoretic patterns showed the uniqueness of each waxy maize accession. All the studied new lines are united by a decreased intensity of most zein pattern components, as well as by the presence of an intensive component 47 which is absent in the pattern of the initial lines of dent maize. …”
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Pharmacogenomics Tools for Precision Public Health and Lessons for Low- and Middle-Income Countries: A Scoping Review by Borbón A, Briceño JC, Valderrama-Aguirre A

“…A search was conducted in PubMed, Web of Science and Embase until January 2024. A total of 40 documents were selected, which revealed the continuous evolution and progressive development of pharmacogenomic tools. …”
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Genetic analysis of scab disease resistance in common bean (Phaseolus vulgaris) varieties using GWAS and functional genomics approaches by Shadrack Odikara Oriama, Benard W. Kulohoma, Evans Nyaboga, Y. O. Masheti, Reuben Otsyula

“…Methods A diverse set of common bean accessions were analyzed for genetic association with scab disease resistance using a Genome-Wide Association Study design of infected plants and non-infected plants (controls). A fixed and random model circulating probability unification model of these two covariates that considers a minor allele frequency threshold value of 0.03 were deployed during the analysis. …”
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State-of-the-art and future trends in electric vehicle charging infrastructure: A review by Sudev V., Sindhu M.R.

“…Given this fact, this paper investigates in detail the significant aspects, current progress, and future trends associated with the EVCS and its sub-units like power converters, Energy Storage Systems (ESS), charging technologies, etc. …”
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De la logique à l’algorithme : la traduction dans le design de programmes by Kim Sacks

“…It seems as if we attribute to machines the utopian potential of unifying all forms of logic into one single binary model. …”
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Clinical Validation of the Defining Characteristics of the Nursing Diagnosis ‘Activity Intolerance’ in Patients With Acute Coronary Syndrome by Diana Isabel Cáceres Rivera, Luz Mileyde Jaimes Rojas, Luisa Yaneth Cristancho Zambrano, Jennifer Vanesa Acosta Barón, Diana Ivonne Cañon Gómez, Lyda Z. Rojas

“…This discovery offers crucial insights for devising individualised and collective care plans within coronary units.…”
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Learning from wildfires: A scalable framework to evaluate treatment effects on burn severity by Caden P. Chamberlain, Garrett W. Meigs, Derek J. Churchill, Jonathan T. Kane, Astrid Sanna, James S. Begley, Susan J. Prichard, Maureen C. Kennedy, Craig Bienz, Ryan D. Haugo, Annie C. Smith, Van R. Kane, C. Alina Cansler

“…Our framework used (1) machine learning to identify key bioclimatic, topographic, and fire weather drivers of burn severity in each fire, (2) standardized workflows to statistically sample untreated control units, and (3) spatial regression modeling to evaluate the effects of treatment type and time since treatment on burn severity. …”
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Atuação da enfermagem na aplicação de insulinoterapia intravenosa: protocolo de revisão de escopo by Maíra Angelo Camargo da Silva, Raquel de Mendonça Nepomuceno, Flávia Giron Camerini, Andrezza Serpa Franco

“…Inclusion criteria: Studies presenting nursing care in the application of intravenous insulin therapy in intensive care units in all areas such as cardiology, neurology and surgery, with no restrictions on the time frame or methodological design. …”
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Essential newborn care practices in selected public health facilities using observation of 2603 normal deliveries in Uttar Pradesh, India by James Blanchard, Marissa L Becker, Ties Boerma, Ravi Prakash, Shajy Isac, Bidyadhar Dehury, Banadakoppa Manjappa Ramesh, Vasanthakumar Namasivayam, John Anthony, Nihal Hasan, Prakash P Javalkar

“…This paper aims to understand the facility-level variations and factors associated with the essential newborn care practices by providers in higher-level public health facilities in 25 high priority districts (HPDs) of Uttar Pradesh (UP).Methods We used observational cross-sectional quantitative data from 48 selected public health facilities (23 district hospitals (DH) and 25 community health centres (CHC)—first referral units (FRU)) implemented in 25 HPDs of UP from February 2020 to May 2021. …”
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Challenges in Diagnosis and Management of SLE in Africa: An Online Survey by Farhanah Paruk, Dzifa Dey, Anisa Mosam, Oluwaytoyin Amira Christina, Mohammed Tikly

“…Median turnaround time for the ANA test was within two weeks but more than four weeks for 5.6% of respondents, and longer in West Africa compared with other regions (P = 0.0002). Availability of urine protein‐to‐creatinine test, skin and renal histopathology was 82%, 82.5%, and 76.2%, respectively. …”
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Fragmenty písemností z kavalírské cesty hrabat z Clary-Aldringenu z roku 1727 by Jiří Kubeš

“…They visited the court of the governor of the Austrian Netherlands in Brussels and then they studied at the famous university in Leiden in the United Provinces. They devoted their time to the course of Jus publicum by the well known teacher Johann Jakob Vitriarius. …”
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The impact of insurance type on listing status and wait‐list mortality of patients with left ventricular assist devices as bridge to transplantation by Alexandros Briasoulis, Emmanuel Akintoye, Chakradhari Inampudi, Aziz Hammoud, Paulino Alvarez

“…Conclusions We did not detect any disparities in listing status and mortality among different insurance types.…”
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Le diagnostic agraire : comprendre les trajectoires d’évolution de l’agriculture locale pour nourrir les prospectives sur l’eau à l’échelle territoriale by Ariane DEGROOTE, Sophie DEVIENNE, Frank MICHEL

“…La méthode systémique du diagnostic agraire, développée par l’unité de formation et de recherche d’agriculture comparée d’AgroParisTech, a été mise en œuvre à cet effet dans plusieurs territoires. …”
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Mechanisms for dysregulation of excitatory-inhibitory balance underlying allodynia in dorsal horn neural subcircuits. by Alexander G Ginsberg, Scott F Lempka, Bo Duan, Victoria Booth, Jennifer Crodelle

“…Chronic pain is a wide-spread condition that is debilitating and expensive to manage, costing the United States alone around $600 billion in 2010. In a common symptom of chronic pain called allodynia, non-painful stimuli produce painful responses with highly variable presentations across individuals. …”
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