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Generating Adversarial Samples on Multivariate Time Series using Variational Autoencoders

IEEE/CAA journal of automatica sinica, 2021-09, Vol.8 (9), p.1523-1538

2021

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A machine learning approach for modeling decisions in the out of hospital cardiac arrest care workflow

BMC medical informatics and decision making, 2022-01, Vol.22 (1), p.21-21, Article 21

2022

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Predicting clinical outcomes among hospitalized COVID-19 patients using both local and published models

BMC medical informatics and decision making, 2021-07, Vol.21 (1), p.1-224, Article 224

2021

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Multivariate LSTM-FCNs for time series classification

Neural networks, 2019-08, Vol.116, p.237-245

2019

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Abstract 256: Outcome Prediction of Out of Hospital Cardiac Arrest with Environmental Information Using Machine Learning

Circulation (New York, N.Y.), 2020-11, Vol.142 (Suppl_4)

2020

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Deep Learning and Adversarial Approach to Time Series Classification and Healthcare Engineering

Harford, Samuel

2023

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Network Based Sampling for Time Series Classification

Harford, Samuel

2021

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Asymptotic Dynamic Time Warping calculation with utilizing value repetition

Knowledge and information systems, 2018-11, Vol.57 (2), p.359-388

2018

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A machine learning based model for Out of Hospital cardiac arrest outcome classification and sensitivity analysis

Resuscitation, 2019-05, Vol.138, p.134-140

2019

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Efficient Classification of Long Time Series by 3-D Dynamic Time Warping

IEEE transactions on systems, man, and cybernetics. Systems, 2017-10, Vol.47 (10), p.2688-2703

2017

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Predicting Prolonged Hospitalization and Supplemental Oxygenation in Patients with COVID-19 Infection from Ambulatory Chest Radiographs using Deep Learning

Academic radiology, 2021-08, Vol.28 (8), p.1151-1158

2021

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A Framework for Accurate Time Series Classification Based on Partial Observation

2019 IEEE 15th International Conference on Automation Science and Engineering (CASE), 2019, p.634-639

2019

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Bone Marrow Aspirate Concentrate for Bone Healing in Foot and Ankle Surgery

Foot and ankle clinics, 2016-12, Vol.21 (4), p.839-845

2016

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Non-Contact Assessment of Peripheral Artery Haemodynamics Using Infrared Video Thermography

IEEE transactions on biomedical engineering, 2021-01, Vol.68 (1), p.276-288

2021

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Non-invasive stroke volume estimation by transthoracic electrical bioimpedance versus Doppler echocardiography in healthy volunteers

Journal of medical engineering & technology, 2019-01, Vol.43 (1), p.33-37

2019

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Geographic Overlap, Agglomeration Externalities and Merger Restructuring

SSRN Electronic Journal, 2023

2023

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A special case of auditory localization. CROS for blind persons with unilateral hearing loss

Archives of otolaryngology (1960), 1970-03, Vol.91 (3), p.284-288

1970

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TREATMENT OF STAPHYLOCOCCIC, PNEUMOCOCCIC, GONOCOCCIC AND OTHER INFECTIONS: WITH PENICILLIN

Journal of the American Medical Association, 1945-02, Vol.127 (6), p.325

HARFORD, CARL G.

1945

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TREATMENT OF STAPHYLOCOCCIC, PNEUMOCOCCIC, GONOCOCCIC AND OTHER INFECTIONS: WITH PENICILLIN

Journal of the American Medical Association, 1945-02, Vol.127 (5), p.253

HARFORD, CARL G.

1945

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Generating Adversarial Samples on Multivariate Time Series using Variational Autoencoders

A machine learning approach for modeling decisions in the out of hospital cardiac arrest care workflow

Predicting clinical outcomes among hospitalized COVID-19 patients using both local and published models

Multivariate LSTM-FCNs for time series classification

Abstract 256: Outcome Prediction of Out of Hospital Cardiac Arrest with Environmental Information Using Machine Learning

Deep Learning and Adversarial Approach to Time Series Classification and Healthcare Engineering

Network Based Sampling for Time Series Classification

Asymptotic Dynamic Time Warping calculation with utilizing value repetition

A machine learning based model for Out of Hospital cardiac arrest outcome classification and sensitivity analysis

Efficient Classification of Long Time Series by 3-D Dynamic Time Warping

Predicting Prolonged Hospitalization and Supplemental Oxygenation in Patients with COVID-19 Infection from Ambulatory Chest Radiographs using Deep Learning

A Framework for Accurate Time Series Classification Based on Partial Observation

Bone Marrow Aspirate Concentrate for Bone Healing in Foot and Ankle Surgery

Non-Contact Assessment of Peripheral Artery Haemodynamics Using Infrared Video Thermography

Non-invasive stroke volume estimation by transthoracic electrical bioimpedance versus Doppler echocardiography in healthy volunteers

Geographic Overlap, Agglomeration Externalities and Merger Restructuring

A special case of auditory localization. CROS for blind persons with unilateral hearing loss

TREATMENT OF STAPHYLOCOCCIC, PNEUMOCOCCIC, GONOCOCCIC AND OTHER INFECTIONS: WITH PENICILLIN

TREATMENT OF STAPHYLOCOCCIC, PNEUMOCOCCIC, GONOCOCCIC AND OTHER INFECTIONS: WITH PENICILLIN

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