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Federated learning of predictive models from federated Electronic Health Records

International journal of medical informatics (Shannon, Ireland), 2018-04, Vol.112, p.59-67

2018

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Focused grid-based resampling for protein docking and mapping

Journal of computational chemistry, 2016-04, Vol.37 (11), p.961-970

2016

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Distributionally robust learning-to-rank under the Wasserstein metric

PloS one, 2023-03, Vol.18 (3), p.e0283574-e0283574

2023

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The impact of payer status on hospital admissions: evidence from an academic medical center

BMC health services research, 2021-09, Vol.21 (1), p.1-930, Article 930

2021

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Physiological and socioeconomic characteristics predict COVID-19 mortality and resource utilization in Brazil

PloS one, 2020-10, Vol.15 (10), p.e0240346

2020

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Detection of dementia on voice recordings using deep learning: a Framingham Heart Study

Alzheimer's research & therapy, 2021-08, Vol.13 (1), p.146-146, Article 146

2021

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Asymptotically Optimal Transmission Policies for Large-Scale Low-Power Wireless Sensor Networks

IEEE/ACM transactions on networking, 2007-02, Vol.15 (1), p.105-118

2007

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Prescriptive analytics for reducing 30-day hospital readmissions after general surgery

PloS one, 2020-09, Vol.15 (9), p.e0238118-e0238118

2020

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Early prediction of level-of-care requirements in patients with COVID-19

eLife, 2020-10, Vol.9

2020

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Achieving reliability and high accuracy in automated protein docking: Cluspro, PIPER, SDU, and stability analysis in CAPRI rounds 13-19

Proteins, structure, function, and bioinformatics, 2010-11, Vol.78 (15), p.3124-3130

2010

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Informative predictors of pregnancy after first IVF cycle using eIVF practice highway electronic health records

Scientific reports, 2022-01, Vol.12 (1), p.839-9, Article 839

2022

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Personalized hypertension treatment recommendations by a data-driven model

BMC medical informatics and decision making, 2023-03, Vol.23 (1), p.44-44, Article 44

2023

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Learning from animals: How to Navigate Complex Terrains

PLoS computational biology, 2020-01, Vol.16 (1), p.e1007452-e1007452

2020

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Temporal logic motion control using actor–critic methods

The International journal of robotics research, 2015-09, Vol.34 (10), p.1329-1344

2015

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Social determinants of health and the prediction of missed breast imaging appointments

BMC health services research, 2022-11, Vol.22 (1), p.1-1454, Article 1454

2022

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Predicting diabetes-related hospitalizations based on electronic health records

Statistical methods in medical research, 2019-12, Vol.28 (12), p.3667-3682

2019

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Predicting polycystic ovary syndrome with machine learning algorithms from electronic health records

Frontiers in endocrinology (Lausanne), 2024, Vol.15, p.1298628-1298628

2024

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Improved prediction of MHC-peptide binding using protein language models

Frontiers in bioinformatics, 2023-08, Vol.3, p.1207380-1207380

2023

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Multi-Attribute Subset Selection enables prediction of representative phenotypes across microbial populations

Communications biology, 2024-04, Vol.7 (1), p.407-407, Article 407

2024

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Attention hybrid variational net for accelerated MRI reconstruction

APL machine learning, 2023-12, Vol.1 (4), p.046116-046116-8

2023

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A Robust Learning Approach for Regression Models Based on Distributionally Robust Optimization

Journal of machine learning research, 2018-01, Vol.19 (1), p.517-564

2018

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Improved cluster ranking in protein–protein docking using a regression approach

Computational and structural biotechnology journal, 2021-01, Vol.19 (C), p.2269-2278

2021

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Optimal Operations Management of Mobility-on-Demand Systems

Frontiers in sustainable cities, 2021-07, Vol.3

2021

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Data-driven estimation in equilibrium using inverse optimization

Mathematical programming, 2015-11, Vol.153 (2), p.595-633

2015

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Encounter complexes and dimensionality reduction in protein-protein association

eLife, 2014-04, Vol.3, p.e01370-e01370

2014

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Federated learning of predictive models from federated Electronic Health Records

Focused grid-based resampling for protein docking and mapping

Distributionally robust learning-to-rank under the Wasserstein metric

The impact of payer status on hospital admissions: evidence from an academic medical center

Physiological and socioeconomic characteristics predict COVID-19 mortality and resource utilization in Brazil

Detection of dementia on voice recordings using deep learning: a Framingham Heart Study

Asymptotically Optimal Transmission Policies for Large-Scale Low-Power Wireless Sensor Networks

Prescriptive analytics for reducing 30-day hospital readmissions after general surgery

Early prediction of level-of-care requirements in patients with COVID-19

Achieving reliability and high accuracy in automated protein docking: Cluspro, PIPER, SDU, and stability analysis in CAPRI rounds 13-19

Informative predictors of pregnancy after first IVF cycle using eIVF practice highway electronic health records

Personalized hypertension treatment recommendations by a data-driven model

Learning from animals: How to Navigate Complex Terrains

Temporal logic motion control using actor–critic methods

Social determinants of health and the prediction of missed breast imaging appointments

Predicting diabetes-related hospitalizations based on electronic health records

Predicting polycystic ovary syndrome with machine learning algorithms from electronic health records

Improved prediction of MHC-peptide binding using protein language models

Multi-Attribute Subset Selection enables prediction of representative phenotypes across microbial populations

Attention hybrid variational net for accelerated MRI reconstruction

A Robust Learning Approach for Regression Models Based on Distributionally Robust Optimization

Improved cluster ranking in protein–protein docking using a regression approach

Optimal Operations Management of Mobility-on-Demand Systems

Data-driven estimation in equilibrium using inverse optimization

Encounter complexes and dimensionality reduction in protein-protein association

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