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An Algorithm Based on Deep Learning for Predicting In-Hospital Cardiac Arrest

Journal of the American Heart Association, 2018-07, Vol.7 (13)

2018

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Validation of deep-learning-based triage and acuity score using a large national dataset

PloS one, 2018-10, Vol.13 (10), p.e0205836

2018

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Deep Learning-Based Algorithm for Detecting Aortic Stenosis Using Electrocardiography

Journal of the American Heart Association, 2020-04, Vol.9 (7), p.e014717-e014717

2020

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Deep learning of ECG waveforms for diagnosis of heart failure with a reduced left ventricular ejection fraction

Scientific reports, 2022-08, Vol.12 (1), p.14235-14235, Article 14235

2022

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Artificial intelligence algorithm to predict the need for critical care in prehospital emergency medical services

Scandinavian journal of trauma, resuscitation and emergency medicine, 2020-03, Vol.28 (1), p.17-17, Article 17

2020

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Comparison of Shallow and Deep Learning Methods on Classifying the Regional Pattern of Diffuse Lung Disease

Journal of digital imaging, 2018-08, Vol.31 (4), p.415-424

2018

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Improving Mortality Prediction in ICU by Learning Long-Tailed Population of Patients Through Graph-Domain Aggregation

IEEE access, 2022, Vol.10, p.84405-84416

2022

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Automated Detection of Acute Myocardial Infarction Using Asynchronous Electrocardiogram Signals—Preview of Implementing Artificial Intelligence With Multichannel Electrocardiographs Obtained From Smartwatches: Retrospective Study

Journal of medical Internet research, 2021-09, Vol.23 (9), p.e31129-e31129

2021

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Quick Sequential Organ Failure Assessment Score and the Modified Early Warning Score for Predicting Clinical Deterioration in General Ward Patients Regardless of Suspected Infection

Journal of Korean Medical Science, 2022, 37(16), , pp.1-11

2022

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Early prediction of need for invasive mechanical ventilation in the neonatal intensive care unit using artificial intelligence and electronic health records: a clinical study

BMC pediatrics, 2023-10, Vol.23 (1), p.1-525, Article 525

2023

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Identifying top news stories based on their popularity in the blogosphere

Information retrieval (Boston), 2014-08, Vol.17 (4), p.326-350

2014

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Development and validation of a deep-learning-based pediatric early warning system: A single-center study

Biomedical Journal, 2022-02, Vol.45 (1), p.155-168

2022

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Development and Validation of Deep-Learning-Based Sepsis and Septic Shock Early Prediction System (DeepSEPS) Using Real-World ICU Data

Journal of clinical medicine, 2023-11, Vol.12 (22), p.7156

2023

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Evaluating the Risk of Paroxysmal Atrial Fibrillation in Noncardioembolic Ischemic Stroke Using Artificial Intelligence-Enabled ECG Algorithm

Frontiers in cardiovascular medicine, 2022-04, Vol.9, p.865852-865852

2022

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Deep Learning in the Medical Domain: Predicting Cardiac Arrest Using Deep Learning

Acute and Critical Care, 2018, 33(3), , pp.117-120

2018

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Multicenter validation of a deep-learning-based pediatric early-warning system for prediction of deterioration events

Acute and critical care, 2022-11, Vol.37 (4), p.654-666

2022

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An Artificial Intelligence Algorithm With 24-h Holter Monitoring for the Identification of Occult Atrial Fibrillation During Sinus Rhythm

Frontiers in cardiovascular medicine, 2022-07, Vol.9, p.906780-906780

2022

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Detecting Patient Deterioration Using Artificial Intelligence in a Rapid Response System

Critical care medicine, 2020-04, Vol.48 (4), p.e285

2020

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Graph Convolutional Networks-Based Noisy Data Imputation in Electronic Health Record

Critical care medicine, 2020-11, Vol.48 (11), p.e1106-e1111

2020

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Resource Optimized Neural Architecture Search for 3D Medical Image Segmentation

Medical Image Computing and Computer Assisted Intervention – MICCAI 2019, p.228-236

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Speech Augmentation Using Wavenet in Speech Recognition

ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2019, p.6770-6774

2019

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Artificial Intelligence Algorithm for Screening Heart Failure with Reduced Ejection Fraction Using Electrocardiography

ASAIO journal (1992), 2021-03, Vol.67 (3), p.314-321

2021

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Self-Supervised Learning with Electrocardiogram Delineation for Arrhythmia Detection

2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), 2021, Vol.2021, p.591-594

2021

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Improving Opinion Retrieval Based on Query-Specific Sentiment Lexicon

Advances in Information Retrieval, p.734-738

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Extracting Domain-Dependent Semantic Orientations of Latent Variables for Sentiment Classification

Computer Processing of Oriental Languages. Language Technology for the Knowledge-based Economy, p.201-212

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An Algorithm Based on Deep Learning for Predicting In-Hospital Cardiac Arrest

Validation of deep-learning-based triage and acuity score using a large national dataset

Deep Learning-Based Algorithm for Detecting Aortic Stenosis Using Electrocardiography

Deep learning of ECG waveforms for diagnosis of heart failure with a reduced left ventricular ejection fraction

Artificial intelligence algorithm to predict the need for critical care in prehospital emergency medical services

Comparison of Shallow and Deep Learning Methods on Classifying the Regional Pattern of Diffuse Lung Disease

Improving Mortality Prediction in ICU by Learning Long-Tailed Population of Patients Through Graph-Domain Aggregation

Automated Detection of Acute Myocardial Infarction Using Asynchronous Electrocardiogram Signals—Preview of Implementing Artificial Intelligence With Multichannel Electrocardiographs Obtained From Smartwatches: Retrospective Study

Quick Sequential Organ Failure Assessment Score and the Modified Early Warning Score for Predicting Clinical Deterioration in General Ward Patients Regardless of Suspected Infection

Early prediction of need for invasive mechanical ventilation in the neonatal intensive care unit using artificial intelligence and electronic health records: a clinical study

Identifying top news stories based on their popularity in the blogosphere

Development and validation of a deep-learning-based pediatric early warning system: A single-center study

Development and Validation of Deep-Learning-Based Sepsis and Septic Shock Early Prediction System (DeepSEPS) Using Real-World ICU Data

Evaluating the Risk of Paroxysmal Atrial Fibrillation in Noncardioembolic Ischemic Stroke Using Artificial Intelligence-Enabled ECG Algorithm

Deep Learning in the Medical Domain: Predicting Cardiac Arrest Using Deep Learning

Multicenter validation of a deep-learning-based pediatric early-warning system for prediction of deterioration events

An Artificial Intelligence Algorithm With 24-h Holter Monitoring for the Identification of Occult Atrial Fibrillation During Sinus Rhythm

Detecting Patient Deterioration Using Artificial Intelligence in a Rapid Response System

Graph Convolutional Networks-Based Noisy Data Imputation in Electronic Health Record

Resource Optimized Neural Architecture Search for 3D Medical Image Segmentation

Speech Augmentation Using Wavenet in Speech Recognition

Artificial Intelligence Algorithm for Screening Heart Failure with Reduced Ejection Fraction Using Electrocardiography

Self-Supervised Learning with Electrocardiogram Delineation for Arrhythmia Detection

Improving Opinion Retrieval Based on Query-Specific Sentiment Lexicon

Extracting Domain-Dependent Semantic Orientations of Latent Variables for Sentiment Classification

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