Supplementary materials: Real-world phosphorodiamidate morpholino oligomer treatment patterns in Duchenne muscular dystrophy: a claims-based analysis حسب Shannon Grabich (21742174)

"…PMO treatment patterns were generally similar in patients stratified by algorithm-defined nonambulatory status.<b> Conclusion:</b> In an analysis of administrative claims data, adherence to PMO treatment for DMD was high. …"

Improving the calibration of an integrated CA-What If? digital planning framework حسب CA What If? (21381170)

"…</p><p dir="ltr">This dataset includes (1) all required data for reproducing the materials within the manuscript, (2) detailed Python codes of the proposed CA-What If? …"

Spatiotemporal Trajectories of Pedestrian Mobility at the Train Station: evidence of 24 million trajectories حسب Tomáš Apeltauer (19698609)

"…The dataset was collected using a high-resolution camera system installed at the railway station. Subsequently, algorithmic post-processing was applied to extract anonymous data on the spatial movement of recorded pedestrians. …"

<b>dGenhancer v2</b>: A software tool for designing oligonucleotides that can trigger gene-specific Enhancement of Protein Translation. حسب Adam Master (20316450)

"…Master A, Wójcicka A, Giżewska K, Popławski P, Williams GR, Nauman A. A Novel Method for Gene-Specific Enhancement of Protein Translation by Targeting 5'UTRs of Selected Tumor Suppressors. …"

Figure 1 from Prostate Cancer Progression Modeling Provides Insight into Dynamic Molecular Changes Associated with Progressive Disease States حسب Runpu Chen (14942572)

"…The black line is the constructed principal tree, and the three axes represent the leading components generated by the DDRTree algorithm (denoted as DDRTree 1–3). <b>B,</b> Seven progression states were identified by partitioning the samples on the data manifold. …"

Children and Adolescents Meibomian Glands (CAMG) Dataset حسب Li Li (20102834)

"…The dataset also includes demographic data and various quantitative parameters of meibomian glands. …"

Overcoming limitations to customize DeepVariant for domesticated animals with TrioTrain حسب Robert Schnabel (236298)

"…However, the growing appeal of a “universal” algorithm has magnified the unknown impacts when used with non-human species. …"

Training and test routes for simulated agents navigating using insect inspired strategies حسب Amany Said Amin (11234025)

"…<p dir="ltr">These folders contain train routes, test routes and terrain information (labelled as per filenames) for a set of insect-inspired route navigation experiments conducted in Unity.</p><p dir="ltr">For code analysing this data see: <a href="https://github.com/amanyazevedoamin/RecapitulatedTrackConvergence" rel="noreferrer" target="_blank">https://github.com/amanyazevedoamin/RecapitulatedTrackConvergence</a></p><p dir="ltr">All trajectories are 2D and stored as csv files with headings of 'x','y' and 'heading' (degrees)</p><p dir="ltr">The folder names encode the following:</p><p dir="ltr">The first 3 characters corresponds to the training route length: "EXT" is 20m, "LON" is a longer 100m training route</p><p dir="ltr">The second 3 characters refer to the route recapitulation strategy in use.…"

DosePI: A Comprehensive Dataset for Peristaltic Pump Accuracy Enhancement in Pharmaceutical Environments حسب Davide Privitera (20720334)

"…This represents the first publicly available dataset documenting peristaltic pump behavior across such a wide range of volumes, making it a valuable resource for research in pharmaceutical manufacturing processes and precision dosing systems. All data is provided in standard CSV format, with clear documentation of data structure and experimental conditions. …"

OHID-1: A New Large Hyperspectral Image Dataset for Multi-Classification حسب Jianwen Deng (19780538)

"…The core objective of this dataset is to elevate the performance of hyperspectral image classification and pose substantial challenges to existing hyperspectral image processing algorithms. When compared to traditional open-source hyperspectral datasets and recently released large-scale hyperspectral datasets, OHID-1 presents more intricate features and a higher degree of classification complexity by providing 7 classes labels in wider area. …"

Bayesian Calibration of the 40K Decay Scheme and its implications for 40K-based geochronology حسب John Carter (14649908)

"…</p><p dir="ltr"><br></p><p dir="ltr">BayesCal Comp (Jupyter notebook) - Jupyter notebook containing the entire code for the MCMC algorithm described in the "Bayesian Calibration of the 40K Decay Scheme and its implications for 40K-based geochronology" manuscript. …"

China Coastal Phytoplankton Absorption Coefficient (2003-2022) حسب Youlv Wu (22237138)

"…The resulting a_ph(443) values were then retrieved through the QAA_V6 algorithm. Based on 43,476 MODIS Aqua daily images at 1km resolution, the dataset was processed to produce a monthly median composite of a_ph(443) values.…"

Is There a Universal Dimensionality Reduction Technique for Feature Extraction? – A Comparative Analysis حسب Anandkumar Balasubramaniam (22474380)

"…These techniques aim to extract the most important information from high-dimensional data, reducing it to a lower-dimensional representation that can be easily processed by machine learning algorithms. …"

Table 1_Integrated multiomics analysis and machine learning refine neutrophil extracellular trap-related molecular subtypes and prognostic models for acute myeloid leukemia.xlsx حسب Fangmin Zhong (17415318)

"…</p>Methods<p>The gene set variation analysis (GSVA) algorithm was employed for the calculation of NET score, while the consensus clustering algorithm was utilized to identify molecular subtypes. …"

Forecasting economic growth by combining local linear and standard approaches حسب Marlon Fritz (21431010)

"…Therefore, we propose an improved forecasting method especially for growth data based on a data-driven local linear trend estimation with an extended iterative plug-in algorithm for determining the bandwidth endogenously. …"

Supporting Information: New perspectives on European wildcat (<i>Felis silvestris, </i>Schreber 1777) habitat suitability in Britain: Integrating fossil records to improve baseline... حسب Mollie Mills (15796295)

"…</p><p dir="ltr">We modelled environmental suitability for the European wildcat (Felis silvestris) in Britain under current climate conditions using modern, historic and Holocene fossil data. We used the maximum entropy algorithm (Maxent) implemented through the <i>R</i> package <i>maxnet.…"

Table 1_Viroscope™: a universal solution for plant virus and viroid diagnostics using HTS and cloud-based analysis.docx حسب Verónica Morgante (13991745)

"…While high-throughput sequencing (HTS) -based virus diagnosis offers promising applications, challenges in data analysis and implementation have limited widespread adoption. …"

Table 3_Viroscope™: a universal solution for plant virus and viroid diagnostics using HTS and cloud-based analysis.docx حسب Verónica Morgante (13991745)

"…While high-throughput sequencing (HTS) -based virus diagnosis offers promising applications, challenges in data analysis and implementation have limited widespread adoption. …"

Table 2_Viroscope™: a universal solution for plant virus and viroid diagnostics using HTS and cloud-based analysis.xlsx حسب Verónica Morgante (13991745)

"…While high-throughput sequencing (HTS) -based virus diagnosis offers promising applications, challenges in data analysis and implementation have limited widespread adoption. …"

An optional formula for calculating crustal thickness using Sr/Y ratio and its application to the southeastern margin of the Central Asian Orogenic Belt حسب Xu Ma (45624)

"…Global lower crust-derived magmatic rock (younger than 23 Ma) data from diverse geological settings were selected and filtered using key geochemical criteria, alternating and iteratively using K-means clustering algorithm and improved Thompson tau method to exclude outliers. …"