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Deep Data Assimilation: Integrating Deep Learning with Data Assimilation

Applied sciences, 2021-01, Vol.11 (3), p.1114

2021

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Ensemble latent assimilation with deep learning surrogate model: application to drop interaction in a microfluidics device

Lab on a chip, 2022-08, Vol.22 (17), p.3187-322

2022

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Sputum macrophage diversity and activation in asthma: Role of severity and inflammatory phenotype

Allergy (Copenhagen), 2021-03, Vol.76 (3), p.775-788

2021

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Network‐based visualisation reveals new insights into transposable element diversity

Molecular systems biology, 2021-06, Vol.17 (6), p.e9600-n/a

2021

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Analyzing drop coalescence in microfluidic devices with a deep learning generative model

Physical chemistry chemical physics : PCCP, 2023-06, Vol.25 (23), p.15744-15755

2023

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Parameter Flexible Wildfire Prediction Using Machine Learning Techniques: Forward and Inverse Modelling

Remote sensing (Basel, Switzerland), 2022-07, Vol.14 (13), p.3228

2022

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Evolution of Eczema, Wheeze, and Rhinitis from Infancy to Early Adulthood: Four Birth Cohort Studies

American journal of respiratory and critical care medicine, 2022-10, Vol.206 (8), p.950-960

2022

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Afatinib treatment in a large real‐world cohort of nonsmall cell lung cancer patients with common and uncommon epidermal growth factor receptor mutation

International journal of cancer, 2022-02, Vol.150 (4), p.626-635

2022

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Macrophage migration inhibitory factor promotes glucocorticoid resistance of neutrophilic inflammation in a murine model of severe asthma

Thorax, 2023-07, Vol.78 (7), p.661-673

2023

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A data driven methodology for social science research with left-behind children as a case study

PloS one, 2020-11, Vol.15 (11), p.e0242483-e0242483

2020

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Type 2‐low asthma phenotypes by integration of sputum transcriptomics and serum proteomics

Allergy (Copenhagen), 2021-01, Vol.76 (1), p.380-383

2021

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Th2 high and mast cell gene signatures are associated with corticosteroid sensitivity in COPD

Thorax, 2023-04, Vol.78 (4), p.335-343

2023

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The different overall survival between single-agent EGFR-TKI treatment and with bevacizumab in non-small cell lung cancer patients with brain metastasis

Scientific reports, 2022-03, Vol.12 (1), p.4398-4398, Article 4398

2022

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TKGQA Dataset: Using Question Answering to Guide and Validate the Evolution of Temporal Knowledge Graph

Data (Basel), 2023-03, Vol.8 (3), p.61

2023

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Navigating the disease landscape: knowledge representations for contextualizing molecular signatures

Briefings in bioinformatics, 2019-03, Vol.20 (2), p.609-623

2019

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Real-time updating of dynamic social networks for COVID-19 vaccination strategies

Journal of ambient intelligence and humanized computing, 2024-03, Vol.15 (3), p.1981-1994

2024

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Consolidation treatment of durvalumab after chemoradiation in real‐world patients with stage III unresectable non‐small cell lung cancer

Thoracic cancer, 2020-06, Vol.11 (6), p.1541-1549

2020

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A retrospective study of alectinib versus ceritinib in patients with advanced non-small-cell lung cancer of anaplastic lymphoma kinase fusion in whom crizotinib treatment failed

BMC cancer, 2021-03, Vol.21 (1), p.309-309, Article 309

2021

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Data-driven surrogate model with latent data assimilation: Application to wildfire forecasting

Journal of computational physics, 2022-09, Vol.464, p.111302, Article 111302

2022

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Brain metastasis, EGFR mutation subtype and generation of EGFR-TKI jointly influence the treatment outcome of patient with EGFR-mutant NSCLC

Scientific reports, 2023-11, Vol.13 (1), p.20323-20323, Article 20323

2023

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Optimal reduced space for Variational Data Assimilation

Journal of computational physics, 2019-02, Vol.379, p.51-69

2019

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Attention-based Convolutional Autoencoders for 3D-Variational Data Assimilation

Computer methods in applied mechanics and engineering, 2020-12, Vol.372, p.113291, Article 113291

2020

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Variational Gaussian Process for Optimal Sensor Placement

Applications of Mathematics, 2021-04, Vol.66 (2), p.287-317

2021

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Afatinib Treatment Alone or with Bevacizumab in a Real-World Cohort of Non-Small Cell Lung Cancer Patients with Epidermal Growth Factor Receptor Mutation

Cancers, 2022-01, Vol.14 (2), p.316

2022

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First- or second-generation epidermal growth factor receptor tyrosine kinase inhibitors in a large, real-world cohort of patients with non-small cell lung cancer

Therapeutic advances in medical oncology, 2021, Vol.13, p.175883592110357-17588359211035710

2021

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Deep Data Assimilation: Integrating Deep Learning with Data Assimilation

Ensemble latent assimilation with deep learning surrogate model: application to drop interaction in a microfluidics device

Sputum macrophage diversity and activation in asthma: Role of severity and inflammatory phenotype

Network‐based visualisation reveals new insights into transposable element diversity

Analyzing drop coalescence in microfluidic devices with a deep learning generative model

Parameter Flexible Wildfire Prediction Using Machine Learning Techniques: Forward and Inverse Modelling

Evolution of Eczema, Wheeze, and Rhinitis from Infancy to Early Adulthood: Four Birth Cohort Studies

Afatinib treatment in a large real‐world cohort of nonsmall cell lung cancer patients with common and uncommon epidermal growth factor receptor mutation

Macrophage migration inhibitory factor promotes glucocorticoid resistance of neutrophilic inflammation in a murine model of severe asthma

A data driven methodology for social science research with left-behind children as a case study

Type 2‐low asthma phenotypes by integration of sputum transcriptomics and serum proteomics

Th2 high and mast cell gene signatures are associated with corticosteroid sensitivity in COPD

The different overall survival between single-agent EGFR-TKI treatment and with bevacizumab in non-small cell lung cancer patients with brain metastasis

TKGQA Dataset: Using Question Answering to Guide and Validate the Evolution of Temporal Knowledge Graph

Navigating the disease landscape: knowledge representations for contextualizing molecular signatures

Real-time updating of dynamic social networks for COVID-19 vaccination strategies

Consolidation treatment of durvalumab after chemoradiation in real‐world patients with stage III unresectable non‐small cell lung cancer

A retrospective study of alectinib versus ceritinib in patients with advanced non-small-cell lung cancer of anaplastic lymphoma kinase fusion in whom crizotinib treatment failed

Data-driven surrogate model with latent data assimilation: Application to wildfire forecasting

Brain metastasis, EGFR mutation subtype and generation of EGFR-TKI jointly influence the treatment outcome of patient with EGFR-mutant NSCLC

Optimal reduced space for Variational Data Assimilation

Attention-based Convolutional Autoencoders for 3D-Variational Data Assimilation

Variational Gaussian Process for Optimal Sensor Placement

Afatinib Treatment Alone or with Bevacizumab in a Real-World Cohort of Non-Small Cell Lung Cancer Patients with Epidermal Growth Factor Receptor Mutation

First- or second-generation epidermal growth factor receptor tyrosine kinase inhibitors in a large, real-world cohort of patients with non-small cell lung cancer

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