Hospital-Based Medicine

Latest AI and machine learning research in hospital-based medicine for healthcare professionals.

8,559 articles

Predicting Hospital Readmission via Cost-Sensitive Deep Learning.

With increased use of electronic medical records (EMRs), data mining on medical data has great poten...

Apr 2018 29993930

Leveraging existing corpora for de-identification of psychiatric notes using domain adaptation.

De-identification of clinical notes is a special case of named entity recognition. Supervised machin...

Apr 2018 29854175

Assessing patient risk of central line-associated bacteremia via machine learning.

BACKGROUND: Central line-associated bloodstream infections (CLABSIs) contribute to increased morbidi...

Apr 2018 29661634

Feasibility of a real-time hand hygiene notification machine learning system in outpatient clinics.

BACKGROUND: Various technologies have been developed to improve hand hygiene (HH) compliance in inpa...

Apr 2018 29649558

Overproduction of efflux pumps caused reduced susceptibility to carbapenem under consecutive imipenem-selected stress in .

PURPOSE: is an important pathogen in the nosocomial infections worldwide. Combining with carbapenem...

Mar 2018 29636625

Using Machine Learning to Improve the Prediction of Functional Outcome in Ischemic Stroke Patients.

Ischemic stroke is a leading cause of disability and death worldwide among adults. The individual pr...

Mar 2018 29994736

Mortality prediction in intensive care units (ICUs) using a deep rule-based fuzzy classifier.

Electronic health records (EHRs) contain critical information useful for clinical studies. Early ass...

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Feb 2018 29471111

Delirium Prediction using Machine Learning Models on Preoperative Electronic Health Records Data.

Electronic Health Records (EHR) are mainly designed to record relevant patient information during th...

Jan 2018 30393788

An ensemble boosting model for predicting transfer to the pediatric intensive care unit.

BACKGROUND: Early deterioration indicators have the potential to alert hospital care staff in advanc...

(1)

Jan 2018 29500014

Assessing the impact of PM on respiratory disease using artificial neural networks.

Understanding the impact on human health during peak episodes in air pollution is invaluable for pol...

Jan 2018 29306807

How Confounder Strength Can Affect Allocation of Resources in Electronic Health Records.

When electronic health record (EHR) data are used, multiple approaches may be available for measurin...

Jan 2018 29618960

Minimally invasive approach (robotic and laparoscopic) to biliary-enteric fistula secondary to cholecystectomy bile duct injury.

Spontaneous biliary-enteric fistula after laparoscopic cholecystectomy bile duct injury is an extrem...

Dec 2017 29280060

Mild troponin elevation in patients admitted to the emergency department with atrial fibrillation: 30-day post-discharge prognostic significance.

Patients with atrial fibrillation (AF) often undergo troponin (Tn) testing in the emergency departme...

Dec 2017 29275452

B-Type Natriuretic Peptide: A Predictor for Mortality, Intensive Care Unit Length of Stay, and Hospital Length of Stay in Patients With Resolving Sepsis.

BACKGROUND: B-type natriuretic peptide (BNP) is a hormone secreted by cardiomyocytes in response to ...

Dec 2017 29317968

New, Immunomodulatory, Oral Nutrition Formula for Use Prior to Surgery in Patients With Head and Neck Cancer: An Exploratory Study.

BACKGROUND: The perioperative use of immunomodulatory nutrition formulas in patients with head and n...

Dec 2017 29443404

Behind the scenes: A medical natural language processing project.

Advancement of Artificial Intelligence (AI) capabilities in medicine can help address many pressing ...

(1)

Dec 2017 29500024

Can a standardised Ventilation Mechanical Test for quantitative intraoperative air leak grading reduce the length of hospital stay after video-assisted thoracoscopic surgery lobectomy?

We standardised a Ventilation Mechanical Test (VMT) after video-assisted thoracoscopic surgery (VATS...

(1)

Dec 2017 29302455

Determination of nitrite in water samples using atmospheric pressure glow discharge microplasma emission and chemical vapor generation of NO species.

In this work, a low-power (<25 W), portable direct current (dc) atmospheric pressure glow discharge ...

Nov 2017 29291791

Classification of hospital admissions into emergency and elective care: a machine learning approach.

Rising admissions from emergency departments (EDs) to hospitals are a primary concern for many healt...

Nov 2017 29177993

Endothelial markers in high altitude induced systemic hypertension (HASH) at moderate high altitude.

BACKGROUND: Chronic intermittent hypoxia is known to induce systemic arterial hypertension whereas c...

Nov 2017 29386711

Effect of a machine learning-based severe sepsis prediction algorithm on patient survival and hospital length of stay: a randomised clinical trial.

INTRODUCTION: Several methods have been developed to electronically monitor patients for severe seps...

Nov 2017 29435343

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