CellRegMap: a statistical framework for mapping context‐specific regulatory variants using scRNA‐seq by Anna S E Cuomo, Tobias Heinen, Danai Vagiaki, Danilo Horta, John C Marioni, Oliver Stegle

“…CellRegMap provides a principled approach to identify and characterize genotype–context interactions of known eQTL variants using scRNA‐seq data. …”
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Review on the human-animal biodiversity interaction by Henry Juan Javier-Ninahuaman

“…The analysis of the data uses cluster analysis, and the nearest neighbor method, 19 studies were selected that show the dynamic interaction between humans and animals. …”
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Transmission matrix parameter estimation of COVID-19 evolution with age compartments using ensemble-based data assimilation. by Santiago Rosa, Manuel A Pulido, Juan J Ruiz, Tadeo J Cocucci

“…This transmission matrix is estimated using an ensemble-based data assimilation system applied to a meta-population model and time series data of age-dependent accumulated cases and deaths. …”
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Estimation of the Negative Charge of Phi6 Virus and Its Variations with pH Using the Literature XPS Data by Ikhlas Hani Chennoufi, Chorouk Zanane, Taoufik Hakim, Hafida Zahir, Fatima Hamadi, Abderrahmene El Ghmari, Mostafa El Louali, Hassan Latrache

“…This work bridges the gap by estimating the negative surface charge of the Phi6 bacteriophage using XPS data. A novel approach is applied, combining chemical functionalities derived from XPS with a system of equations to quantify surface polysaccharides, proteins, hydrocarbons, and negatively charged groups (RCOO⁻ and R₂PO₄⁻). …”
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Conduction Abnormalities after Transcatheter Aortic Valve Implantation: Incidence, Impact and Management Using CT Data Interpretation by Rutger-Jan Nuis, Mark van den Dorpel, Rik Adrichem, Joost Daemen, Nicolas Van Mieghem

“…Moreover, leveraging MSCT data for computational 3D simulations to predict device-anatomy interactions may help guide procedural strategy to mitigate conduction abnormalities. …”
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Inferring the historical demography of southern African cheetahs (Acinonyx jubatus) using Bayesian analyses of molecular genetic data by Ezequiel Chimbioputo Fabiano, Sandro Luis Bonatto, Anne Schmidt-Küntzel, Stephen J. O’Brien, Laurie Marker, Eduardo Eizirik

“…Different hypotheses have been proposed to explain this pattern of low diversity, and require additional scrutiny. Here, we used published microsatellite data and coalescence-based analytical methods to explore the historical demography of the largest free-ranging cheetah population, aiming to assess whether present-day diversity may have been impacted by a historical demographic decline. …”
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Dataset on droplet spreading and rebound behavior of water and viscous water-glycerol mixtures on superhydrophobic surfaces with laser-made channelsMendeley Data by Matic Može, Samo Jereb, Robert Lovšin, Jure Berce, Matevž Zupančič, Iztok Golobič

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Statistical Analysis of Comet Disconnection Events Using STEREO HI and a Data-assimilative Solar Wind Model by Sarah Watson, Chris Scott, Mathew Owens, Luke Barnard, Matthew Lang

“…In this study, we investigate comet tail disconnection events observed in the STEREO HI data during the period of 2007–2023. Using the Heliospheric Upwind eXtrapolation model with a time-dependency (HUXt) solar wind model alongside novel solar wind data assimilation (DA) techniques, each disconnection event was investigated to determine its cause. …”
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Mixed Layer Depth Estimation From Multisource Remote Sensing Data Using Clustering-Machine Learning Method by Zengxin Guan, Kaijun Ren, Senliang Bao, Hengqian Yan, Huizan Wang, Yanlai Zhao, Jianbin Liu

“…Currently, the mixed layer depth (MLD) is estimated using in-situ observations or model data, both of which are costly and resource-intensive. …”
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Intercomparison of Surface Currents Obtained Using SCHISM and the HF Radar Data in Galveston Bay and Sabine Lake, Texas by Cletus O. Ogbodo, Rosa M. Fitzgerald, Christopher Fuller, Jungwoo Lee, Roberto Perea, Javier Polanco-Gonzalez

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Optimizing Public Policy Evaluation Using Data and Evidence-Based Approaches for Sunan Kuning Semarang, Indonesia Closure by Isnaeni Yuliani, Amrizarois Ismail, Ainun Nazriah, Robe'ah Yusuf

“…A qualitative approach was adopted, with purposive sampling to select stakeholders for Delphi interviews, supplemented by a literature review. Data analysis followed an interactive model comprising data reduction, data display, and conclusion drawing and verification. …”
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Scenic area attractiveness in Dali City and its influencing factors evaluated using multi-source spatiotemporal data. by Di Wang, Haizhong Qian

“…This study combines point of interest (POI), mobile signaling, and microblog check-in data to analyze scenic area popularity in Dali using kernel density analysis, hotspot analysis, and gravity models. …”
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Deep Learning‐Based 3D Microseismic Event Direct Location Using Simultaneous Surface and Borehole Data by Yuanyuan Yang, Omar M. Saad, Tariq Alkhalifah

“…The statistical analysis on results from synthetic passive seismic data demonstrates the efficacy of the method. An application on the field microseismic events from the Utah FORGE site further validates its accuracy and reliability, in which a domain adaptation technique is used to bridge the gap between training on synthetic data and application on field data for better generalization.…”
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Enhanced dry SO₂ capture estimation using Python-driven computational frameworks with hyperparameter tuning and data augmentation by Robert Makomere, Hilary Rutto, Alfayo Alugongo, Lawrence Koech, Evans Suter, Itumeleng Kohitlhetse

“…The limited experimental samples were magnified to 342 datasets using the random interpolation and random scaling augmentation procedures and analyzed using the empirical cumulative distribution function and box plots. …”
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The challenge of improving long-lasting insecticidal nets coverage on Bioko Island: using data to adapt distribution strategies by Guillermo A. García, David S. Galick, Jordan M. Smith, Marcos Mbulito Iyanga, Matilde Riloha Rivas, Jeremías Nzamío Mba Eyono, Wonder P. Phiri, Olivier Tresor Donfack, David L. Smith, Carlos A. Guerra

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Analysis of two pedagogical approaches to foster discipline integrations in an educational data mining class using communities of practice by Brayan Díaz, Collin Lynch, Cesar Delgado, Kevin Han

“…The two pedagogical approaches used—student brokers and co-instructors—achieved some disciplinary integration, highlighting multidisciplinary, interdisciplinary, and transdisciplinary integration. …”
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Modelling and Using Spatial Effects in Nationwide Historical Data Improve Genomic Prediction of Rice Heading Date in Japan by Shoji Taniguchi, Takeshi Hayashi, Hiroshi Nakagawa, Kei Matsushita, Hiromi Kajiya-Kanegae, Jun-Ichi Yonemaru, Akitoshi Goto

“…Therefore, it is essential to explore methodologies to effectively handle such data. To improve the prediction accuracy of models using historical data, we incorporated a spatial model to account for spatial structures among field stations, in addition to conventional genomic prediction models. …”
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Analysis of treatment patterns and persistence on branded and generic medications in major depressive disorder using retrospective claims data by Solem CT, Shelbaya A, Wan Y, Deshpande CG, Alvir J, Pappadopulos E

“…Desvenlafaxine tends to have fewer drug interactions and better tolerability than other MDD drugs; however, its use has not been assessed in the real world.Objective: The aim of the present study is to compare medication persistence and concomitant MDD drug use with branded desvenlafaxine (Pristiq®) compared with antidepressant drug groups classified as 1) branded selective serotonin reuptake inhibitors (SSRIs; ie, escitalopram [Lexapro™]) and selective serotonin–norepinephrine reuptake inhibitors (SNRIs; ie, venlafaxine [Effexor®], duloxetine [Cymbalta®]) and 2) generic SSRIs/SNRIs (ie, escitalopram, citalopram, venlafaxine, fluvoxamine, fluoxetine, sertraline, paroxetine, and duloxetine).Patients and methods: MDD patients (ICD-9-CM codes 296.2, 296.3), with ≥2 prescription fills for study drugs and 12-month preindex continuous enrollment from the MarketScan Commercial Claims and Encounters Database (2009–2013), were included. …”
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Enhancing root-zone soil moisture estimation using Richards' equation and dynamic surface soil moisture data by Xizhuoma Zha, Wenbin Zhu, Yan Han, Aifeng Lv

“…This approach encapsulates soil-atmosphere interactions using near-surface soil moisture, simplifying the computational framework and expanding the applicability of Richards' equation to broader spatial scales. …”
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Leveraging multi-source data and teleconnection indices for enhanced runoff prediction using coupled deep learning models by Jintao Li, Ping Ai, Chuansheng Xiong, Yanhong Song

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