Hospital-Based Medicine

Hospitalists

Latest AI and machine learning research in hospitalists for healthcare professionals.

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Using a Guided Machine Learning Ensemble Model to Predict Discharge Disposition following Meningioma Resection.

 Machine learning (ML) algorithms are powerful tools for predicting patient outcomes. This study pi...

Aug 2017 29868316
Predicting all-cause risk of 30-day hospital readmission using artificial neural networks.

Avoidable hospital readmissions not only contribute to the high costs of healthcare in the US, but a...

Jul 2017 28708848
A Novel Approach towards Medical Entity Recognition in Chinese Clinical Text.

Medical entity recognition, a basic task in the language processing of clinical data, has been exten...

Jul 2017 29065612
Prescription extraction using CRFs and word embeddings.

In medical practices, doctors detail patients' care plan via discharge summaries written in the form...

Jul 2017 28684255
Simulating the fate of indigenous antibiotic resistant bacteria in a mild slope wastewater polluted stream.

The fate of indigenous surface-water and wastewater antibiotic resistant bacteria in a mild slope st...

May 2017 29941273
A Framework for Mixed-Type Multioutcome Prediction With Applications in Healthcare.

Health analysis often involves prediction of multiple outcomes of mixed type. The existing work is r...

Mar 2017 28328519
Controlling testing volume for respiratory viruses using machine learning and text mining.

Viral testing for pediatric inpatients with respiratory symptoms is common, with considerable associ...

Feb 2017 28269950
A case of severe corrosive esophagitis, gastritis, and liver necrosis caused by ingestion of methyl ethyl ketone peroxide.

The plastic hardener methyl ethyl ketone peroxide is unstable peroxide that releases free oxygen rad...

Dec 2016 28168233
Acute systolic heart failure with normal admission BNP: clinical features and outcomes.

INTRODUCTION: The characteristics and outcomes of patients hospitalized with acute systolic heart fa...

Dec 2016 28094130
$\mathtt {Deepr}$: A Convolutional Net for Medical Records.

Feature engineering remains a major bottleneck when creating predictive systems from electronic medi...

Dec 2016 27913366
Causality patterns and machine learning for the extraction of problem-action relations in discharge summaries.

Clinical narrative text includes information related to a patient's medical history such as chronolo...

Nov 2016 28034407
Predicting early psychiatric readmission with natural language processing of narrative discharge summaries.

The ability to predict psychiatric readmission would facilitate the development of interventions to ...

Oct 2016 27754482
Emergence of gamma motor activity in an artificial neural network model of the corticospinal system.

Muscle spindle discharge during active movement is a function of mechanical and neural parameters. M...

Sep 2016 27677889
A mixed-ensemble model for hospital readmission.

OBJECTIVE: A hospital readmission is defined as an admission to a hospital within a certain time fra...

Aug 2016 27664509
Application of the removal of pollutants from textile industry wastewater in constructed wetlands using fuzzy logic.

There are more than a hundred textile industries in Turkey that discharge large quantities of dye-ri...

Jun 2016 27258097
Developing Artificial Neural Network Models to Predict Functioning One Year After Traumatic Spinal Cord Injury.

OBJECTIVE: To develop mathematical models for predicting level of independence with specific functio...

May 2016 27208647
Natural Language Processing for Cohort Discovery in a Discharge Prediction Model for the Neonatal ICU.

OBJECTIVES: Discharging patients from the Neonatal Intensive Care Unit (NICU) can be delayed for non...

Feb 2016 27081410
Diagnosis of Acute Coronary Syndrome with a Support Vector Machine.

Acute coronary syndrome (ACS) is a serious condition arising from an imbalance of supply and demand ...

Jan 2016 26815338
A Case of Influenza Associated Fulminant Myocarditis Successfully Treated with Intravenous Peramivir.

We report the case of a patient with fulminant myocarditis caused by influenza A virus, who presente...

Dec 2015 26788413
Automated Reconciliation of Radiology Reports and Discharge Summaries.

We study machine learning techniques to automatically identify limb abnormalities (including fractur...

Nov 2015 26958213
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