Fast and robust invariant generalized linear models

Fast and robust invariant generalized linear models

<p>Statistical integration of diverse data sources is an essential step in the building of generalizable prediction tools, especially in precision health. The invariant features model is a new paradigm for multi-source data integration which posits that a small number of covariates affect the...

पूर्ण विवरण

में बचाया:

ग्रंथसूची विवरण
मुख्य लेखक:	Parker Knight (22683015) (author)
अन्य लेखक:	Ndey Isatou Jobe (22683018) (author), Rui Duan (561668) (author)
प्रकाशित:	2025
विषय:	Medicine Genetics Molecular Biology Physiology Infectious Diseases Computational Biology Biological Sciences not elsewhere classified Mathematical Sciences not elsewhere classified Information Systems not elsewhere classified data integration optimization electronic health records risk prediction
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समान संसाधन

Comparative analysis of spike sorting using Uniform Manifold Approximation and Projection (UMAP) vs. feature-based methods in in vivo extracellular recordings.
द्वारा: Daniel Suárez-Barrera (22676654)
प्रकाशित: (2025)

Spatiotemporal spike sorting on multi-electrode array (MEA) data: Uniform Manifold Approximation and Projection (UMAP) vs. SpyKING CIRCUS (SC).
द्वारा: Daniel Suárez-Barrera (22676654)
प्रकाशित: (2025)

Uniform Manifold Approximation and Projection (UMAP)-based sorting enhances detection of low-firing rate neurons and boosts mutual information.
द्वारा: Daniel Suárez-Barrera (22676654)
प्रकाशित: (2025)

Impact of multiunit merging on neural information encoding.
द्वारा: Daniel Suárez-Barrera (22676654)
प्रकाशित: (2025)

Comparison of Uniform Manifold Approximation and Projection (UMAP)-based and feature-based spike sorting on synthetic data.
द्वारा: Daniel Suárez-Barrera (22676654)
प्रकाशित: (2025)

Comparison of feature-based and Uniform Manifold Approximation and Projection (UMAP)-based spike sorting for neuron classification.
द्वारा: Daniel Suárez-Barrera (22676654)
प्रकाशित: (2025)

Additional file 2 of Machine learning model for predicting severe infection in children with idiopathic nephrotic syndrome: multicenter retrospective study
द्वारा: Sijie Yu (8895605)
प्रकाशित: (2025)

Additional file 1 of Machine learning model for predicting severe infection in children with idiopathic nephrotic syndrome: multicenter retrospective study
द्वारा: Sijie Yu (8895605)
प्रकाशित: (2025)

Comprehensive Transformation Robustness Analysis Results.
द्वारा: Kewei Wang (556371)
प्रकाशित: (2025)

Transformation Robustness Parameter Impact Analysis.
द्वारा: Kewei Wang (556371)
प्रकाशित: (2025)

Scalability and robustness analysis of the IGA-NSGA-II framework.
द्वारा: Kewei Wang (556371)
प्रकाशित: (2025)

Plasticity model shows continued linear increases in LTP induction at higher frequencies.
द्वारा: Nicholas Hananeia (22683665)
प्रकाशित: (2025)

Robustness checks.
द्वारा: Yuanbo Hu (10142927)
प्रकाशित: (2025)

Robustness of TransMarker concerning the selection and completeness of the prior knowledge network.
द्वारा: Fatemeh Keikha (20917848)
प्रकाशित: (2025)

Presynaptic and postsynaptic weights change monotonically linearly over stimulus duration.
द्वारा: Nicholas Hananeia (22683665)
प्रकाशित: (2025)

Entropy-Driven Amino Acid-Based Coacervates with Enzyme-Free Metabolism and Prebiotic Robustness
द्वारा: Shuai Cao (775058)
प्रकाशित: (2025)

Entropy-Driven Amino Acid-Based Coacervates with Enzyme-Free Metabolism and Prebiotic Robustness
द्वारा: Shuai Cao (775058)
प्रकाशित: (2025)

Robustness analysis of the entropic regularization parameter in the Gromov–Wasserstein alignment step of TransMarker.
द्वारा: Fatemeh Keikha (20917848)
प्रकाशित: (2025)

Regression model using Generalized Linear equation (age, ethnicity, primary language, location, and insurance status) on preventive dental services utilization.
द्वारा: Anubhuti Shukla (12152228)
प्रकाशित: (2025)

Comparison of algorithm performance under actual coordinate points.
द्वारा: Meiqing Xu (8502255)
प्रकाशित: (2025)

Comparison of algorithm performance under random coordinate points.
द्वारा: Meiqing Xu (8502255)
प्रकाशित: (2025)

Simulation parameters for UAV path planning.
द्वारा: Meiqing Xu (8502255)
प्रकाशित: (2025)

OPTION-A*-DQN algorithm cycle payoff plot.
द्वारा: Meiqing Xu (8502255)
प्रकाशित: (2025)

OPTION-Dijkstra-DQN algorithm cycle payoff plot.
द्वारा: Meiqing Xu (8502255)
प्रकाशित: (2025)

Bar chart comparing the return-to-charge frequency before and after optimization for different algorithms.
द्वारा: Meiqing Xu (8502255)
प्रकाशित: (2025)

(A) Initial path planning result using the OPTION-A*-DQN algorithm.
द्वारा: Meiqing Xu (8502255)
प्रकाशित: (2025)

(A) Initial path planning result using the OPTION-SA-DQN algorithm.
द्वारा: Meiqing Xu (8502255)
प्रकाशित: (2025)

(A) Initial path planning result using the OPTION-Dijkstra-DQN algorithm.
द्वारा: Meiqing Xu (8502255)
प्रकाशित: (2025)

OPTION-DQN algorithm flowchart.
द्वारा: Meiqing Xu (8502255)
प्रकाशित: (2025)

Flowchart of the intelligent inspection area partitioning algorithm.
द्वारा: Meiqing Xu (8502255)
प्रकाशित: (2025)

Illustration of dynamic real-time obstacle avoidance.
द्वारा: Meiqing Xu (8502255)
प्रकाशित: (2025)

(A) The charging process of a UAV returning to the offshore substation for energy replenishment.
द्वारा: Meiqing Xu (8502255)
प्रकाशित: (2025)

Turbine distribution map of Yangjiang Phase I wind farm.
द्वारा: Meiqing Xu (8502255)
प्रकाशित: (2025)

Flow diagram of the proposed model.
द्वारा: Uğur Ejder (22683228)
प्रकाशित: (2025)

The comparison of the accuracy score of the benchmark and the proposed models.
द्वारा: Uğur Ejder (22683228)
प्रकाशित: (2025)

The prediction accuracy of simple versus hybrid models.
द्वारा: Uğur Ejder (22683228)
प्रकाशित: (2025)

Top-performing model configuration and performance by algorithm type.
द्वारा: Uğur Ejder (22683228)
प्रकाशित: (2025)

The accuracy score change matrix following model development.
द्वारा: Uğur Ejder (22683228)
प्रकाशित: (2025)

Comparison of baseline and hybrid machine learning models in predicting IVF outcomes (%).
द्वारा: Uğur Ejder (22683228)
प्रकाशित: (2025)

Confusion matrix of the ABC–LR–RF hybrid model for IVF outcome prediction.
द्वारा: Uğur Ejder (22683228)
प्रकाशित: (2025)

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