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Bidirectional Representation Learning From Transformers Using Multimodal Electronic Health Record Data to Predict Depression

IEEE journal of biomedical and health informatics, 2021-08, Vol.25 (8), p.3121-3129

2021

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COVIDScholar: An automated COVID-19 research aggregation and analysis platform

PloS one, 2023-02, Vol.18 (2), p.e0281147-e0281147

2023

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Design considerations for a hierarchical semantic compositional framework for medical natural language understanding

PloS one, 2023-03, Vol.18 (3), p.e0282882-e0282882

2023

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Feature and decision-level fusion for schizophrenia detection based on resting-state fMRI data

PloS one, 2022-05, Vol.17 (5), p.e0265300-e0265300

2022

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Assessing document section heterogeneity across multiple electronic health record systems for computational phenotyping: A case study of heart-failure phenotyping algorithm

PloS one, 2023-03, Vol.18 (3), p.e0283800-e0283800

2023

Volltextzugriff (PDF)

Modelling the brain response to arbitrary visual stimulation patterns for a flexible high-speed Brain-Computer Interface

PloS one, 2018-10, Vol.13 (10), p.e0206107-e0206107

2018

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A comparison of stimulus types in online classification of the P300 speller using language models

PloS one, 2017-04, Vol.12 (4), p.e0175382-e0175382

2017

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Parametrical modelling for texture characterization-A novel approach applied to ultrasound thyroid segmentation

PloS one, 2019-01, Vol.14 (1), p.e0211215-e0211215

2019

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Noise reduction and quantification of fiber orientations in greyscale images

PloS one, 2020-01, Vol.15 (1), p.e0227534-e0227534

2020

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Evaluating true BCI communication rate through mutual information and language models

PloS one, 2013-10, Vol.8 (10), p.e78432-e78432

2013

Volltextzugriff (PDF)

Measuring the drafting alignment of patent documents using text mining

PloS one, 2020-07, Vol.15 (7), p.e0234618-e0234618

2020

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Integrating remote monitoring into heart failure patients' care regimen: A pilot study

PloS one, 2020-11, Vol.15 (11), p.e0242210-e0242210

2020

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Phosphorylation of Akt (Ser473) Predicts Poor Clinical Outcome in Oropharyngeal Squamous Cell Cancer

Cancer epidemiology, biomarkers & prevention, 2007-03, Vol.16 (3), p.553-558

2007

Volltextzugriff (PDF)

The potential value of probabilistic tractography-based for MR-guided focused ultrasound thalamotomy for essential tremor

NeuroImage clinical, 2018-01, Vol.17, p.1019-1027

2018

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Is Proton Beam Therapy Cost Effective in the Treatment of Adenocarcinoma of the Prostate?

Journal of clinical oncology, 2007-08, Vol.25 (24), p.3603-3608

2007

Volltextzugriff (PDF)

Replacing P-values with frequentist posterior probabilities of replication-When possible parameter values must have uniform marginal prior probabilities

PloS one, 2019-02, Vol.14 (2), p.e0212302-e0212302

2019

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Prevalence of coronary artery disease evaluated by coronary CT angiography in women with mammographically detected breast arterial calcifications

PloS one, 2015-04, Vol.10 (4), p.e0122289-e0122289

2015

Volltextzugriff (PDF)

Using Sequential Decision Making to Improve Lung Cancer Screening Performance

IEEE access, 2019, Vol.7, p.119403-119419

2019

Volltextzugriff (PDF)

Machine Learning Prediction of Treatment Outcome in Late-Life Depression

Frontiers in psychiatry, 2021-10, Vol.12, p.738494-738494

2021

Volltextzugriff (PDF)

Harnessing clinical annotations to improve deep learning performance in prostate segmentation

PloS one, 2021-06, Vol.16 (6), p.e0253829

2021

Volltextzugriff (PDF)

Identifying acute ischemic stroke patients within the thrombolytic treatment window using deep learning

Journal of neuroimaging, 2022-11, Vol.32 (6), p.1153-1160

2022

Volltextzugriff (PDF)

ResearchMaps.org for integrating and planning research

PloS one, 2018-05, Vol.13 (5), p.e0195271-e0195271

2018

Volltextzugriff (PDF)

Machine Learning Approaches to Classify Self-Reported Rheumatoid Arthritis Health Scores Using Activity Tracker Data: Longitudinal Observational Study

JMIR formative research, 2023-06, Vol.7, p.e43107-e43107

2023

Volltextzugriff (PDF)

Effect of altering breathing frequency on maximum voluntary ventilation in healthy adults

BMC pulmonary medicine, 2018-05, Vol.18 (1), p.89-89, Article 89

2018

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Biometric and Psychometric Remote Monitoring and Cardiovascular Risk Biomarkers in Ischemic Heart Disease

Journal of the American Heart Association, 2020-09, Vol.9 (18), p.e016023

2020

Volltextzugriff (PDF)

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Bidirectional Representation Learning From Transformers Using Multimodal Electronic Health Record Data to Predict Depression

COVIDScholar: An automated COVID-19 research aggregation and analysis platform

Design considerations for a hierarchical semantic compositional framework for medical natural language understanding

Feature and decision-level fusion for schizophrenia detection based on resting-state fMRI data

Assessing document section heterogeneity across multiple electronic health record systems for computational phenotyping: A case study of heart-failure phenotyping algorithm

Modelling the brain response to arbitrary visual stimulation patterns for a flexible high-speed Brain-Computer Interface

A comparison of stimulus types in online classification of the P300 speller using language models

Parametrical modelling for texture characterization-A novel approach applied to ultrasound thyroid segmentation

Noise reduction and quantification of fiber orientations in greyscale images

Evaluating true BCI communication rate through mutual information and language models

Measuring the drafting alignment of patent documents using text mining

Integrating remote monitoring into heart failure patients' care regimen: A pilot study

Phosphorylation of Akt (Ser473) Predicts Poor Clinical Outcome in Oropharyngeal Squamous Cell Cancer

The potential value of probabilistic tractography-based for MR-guided focused ultrasound thalamotomy for essential tremor

Is Proton Beam Therapy Cost Effective in the Treatment of Adenocarcinoma of the Prostate?

Replacing P-values with frequentist posterior probabilities of replication-When possible parameter values must have uniform marginal prior probabilities

Prevalence of coronary artery disease evaluated by coronary CT angiography in women with mammographically detected breast arterial calcifications

Using Sequential Decision Making to Improve Lung Cancer Screening Performance

Machine Learning Prediction of Treatment Outcome in Late-Life Depression

Harnessing clinical annotations to improve deep learning performance in prostate segmentation

Identifying acute ischemic stroke patients within the thrombolytic treatment window using deep learning

ResearchMaps.org for integrating and planning research

Machine Learning Approaches to Classify Self-Reported Rheumatoid Arthritis Health Scores Using Activity Tracker Data: Longitudinal Observational Study

Effect of altering breathing frequency on maximum voluntary ventilation in healthy adults

Biometric and Psychometric Remote Monitoring and Cardiovascular Risk Biomarkers in Ischemic Heart Disease

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