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Discovery and Clinical Decision Support for Personalized Healthcare

IEEE journal of biomedical and health informatics, 2017-07, Vol.21 (4), p.1133-1145

2017

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Adaptive Ensemble Learning With Confidence Bounds

IEEE transactions on signal processing, 2017-02, Vol.65 (4), p.888-903

2017

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The Design of GNSS/IMU Loosely-Coupled Integration Filter for Wearable EPTS of Football Players

Sensors (Basel, Switzerland), 2023-02, Vol.23 (4), p.1749

2023

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Personalized survival predictions via Trees of Predictors: An application to cardiac transplantation

PloS one, 2018-03, Vol.13 (3), p.e0194985-e0194985

2018

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Robust methods for estimating the orientation and position of IMU and MARG sensors

Electronics letters, 2021-10, Vol.57 (21), p.816-818

2021

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Sex Differences in Modifiable Risk Factors and Severity of Coronary Artery Disease

Journal of the American Heart Association, 2020-10, Vol.9 (19), p.e017235-e017235

2020

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Sex-Specific Treatment Effects After Primary Percutaneous Intervention: A Study on Coronary Blood Flow and Delay to Hospital Presentation

Journal of the American Heart Association, 2019-02, Vol.8 (4), p.e011190-e011190

2019

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Algorithmic fairness in pandemic forecasting: lessons from COVID-19

NPJ digital medicine, 2022-05, Vol.5 (1), p.59-59, Article 59

2022

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A Resource-Efficient Keyword Spotting System Based on a One-Dimensional Binary Convolutional Neural Network

Electronics (Basel), 2023-09, Vol.12 (18), p.3964

2023

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A Deep Learning Approach for Fatigue Prediction in Sports Using GPS Data and Rate of Perceived Exertion

IEEE access, 2022, Vol.10, p.1-1

2022

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A prospective evaluation of AI-augmented epidemiology to forecast COVID-19 in the USA and Japan

NPJ digital medicine, 2021-10, Vol.4 (1), p.146-146, Article 146

2021

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Relationship Between Azithromycin and Cardiovascular Outcomes in Unvaccinated Patients With COVID-19 and Preexisting Cardiovascular Disease

Journal of the American Heart Association, 2023-07, Vol.12 (14), p.e028939-e028939

2023

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EHR-Safe: generating high-fidelity and privacy-preserving synthetic electronic health records

NPJ digital medicine, 2023-08, Vol.6 (1), p.141-141, Article 141

2023

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CutPaste: Self-Supervised Learning for Anomaly Detection and Localization

2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2021, p.9659-9669

2021

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Aspirin for primary prevention of ST segment elevation myocardial infarction in persons with diabetes and multiple risk factors

EClinicalMedicine, 2020-10, Vol.27, p.100548-100548, Article 100548

2020

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Dynamic-DeepHit: A Deep Learning Approach for Dynamic Survival Analysis With Competing Risks Based on Longitudinal Data

IEEE transactions on biomedical engineering, 2020-01, Vol.67 (1), p.122-133

2020

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Estimating Missing Data in Temporal Data Streams Using Multi-Directional Recurrent Neural Networks

IEEE transactions on biomedical engineering, 2019-05, Vol.66 (5), p.1477-1490

2019

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Volltext

Dynamic Prediction in Clinical Survival Analysis Using Temporal Convolutional Networks

IEEE journal of biomedical and health informatics, 2020-02, Vol.24 (2), p.424-436

2020

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Anonymization Through Data Synthesis Using Generative Adversarial Networks (ADS-GAN)

IEEE journal of biomedical and health informatics, 2020-08, Vol.24 (8), p.2378-2388

2020

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Sex Differences in Outcomes After STEMI: Effect Modification by Treatment Strategy and Age

JAMA internal medicine, 2018-05, Vol.178 (5), p.632

2018

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Personalized Risk Scoring for Critical Care Prognosis Using Mixtures of Gaussian Processes

IEEE transactions on biomedical engineering, 2018-01, Vol.65 (1), p.207-218

2018

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Sex-Related Differences in Heart Failure After ST-Segment Elevation Myocardial Infarction

Journal of the American College of Cardiology, 2019-11, Vol.74 (19), p.2379-2389

2019

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ToPs: Ensemble Learning With Trees of Predictors

IEEE transactions on signal processing, 2018-04, Vol.66 (8), p.2141-2152

2018

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Discovering Pediatric Asthma Phenotypes on the Basis of Response to Controller Medication Using Machine Learning

Annals of the American Thoracic Society, 2018-01, Vol.15 (1), p.49-58

2018

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Statins for primary prevention among elderly men and women

Cardiovascular research, 2022-11, Vol.118 (14), p.3000-3009

2022

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Discovery and Clinical Decision Support for Personalized Healthcare

Adaptive Ensemble Learning With Confidence Bounds

The Design of GNSS/IMU Loosely-Coupled Integration Filter for Wearable EPTS of Football Players

Personalized survival predictions via Trees of Predictors: An application to cardiac transplantation

Robust methods for estimating the orientation and position of IMU and MARG sensors

Sex Differences in Modifiable Risk Factors and Severity of Coronary Artery Disease

Sex-Specific Treatment Effects After Primary Percutaneous Intervention: A Study on Coronary Blood Flow and Delay to Hospital Presentation

Algorithmic fairness in pandemic forecasting: lessons from COVID-19

A Resource-Efficient Keyword Spotting System Based on a One-Dimensional Binary Convolutional Neural Network

A Deep Learning Approach for Fatigue Prediction in Sports Using GPS Data and Rate of Perceived Exertion

A prospective evaluation of AI-augmented epidemiology to forecast COVID-19 in the USA and Japan

Relationship Between Azithromycin and Cardiovascular Outcomes in Unvaccinated Patients With COVID-19 and Preexisting Cardiovascular Disease

EHR-Safe: generating high-fidelity and privacy-preserving synthetic electronic health records

CutPaste: Self-Supervised Learning for Anomaly Detection and Localization

Aspirin for primary prevention of ST segment elevation myocardial infarction in persons with diabetes and multiple risk factors

Dynamic-DeepHit: A Deep Learning Approach for Dynamic Survival Analysis With Competing Risks Based on Longitudinal Data

Estimating Missing Data in Temporal Data Streams Using Multi-Directional Recurrent Neural Networks

Dynamic Prediction in Clinical Survival Analysis Using Temporal Convolutional Networks

Anonymization Through Data Synthesis Using Generative Adversarial Networks (ADS-GAN)

Sex Differences in Outcomes After STEMI: Effect Modification by Treatment Strategy and Age

Personalized Risk Scoring for Critical Care Prognosis Using Mixtures of Gaussian Processes

Sex-Related Differences in Heart Failure After ST-Segment Elevation Myocardial Infarction

ToPs: Ensemble Learning With Trees of Predictors

Discovering Pediatric Asthma Phenotypes on the Basis of Response to Controller Medication Using Machine Learning

Statins for primary prevention among elderly men and women

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