Hospital-Based Medicine

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

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Predicting Intensive Care Unit Readmission with Machine Learning Using Electronic Health Record Data.

RATIONALE: Patients transferred from the intensive care unit to the wards who are later readmitted t...

Jul 2018 29787309
Evaluating ICU Clinical Severity Scoring Systems and Machine Learning Applications: APACHE IV/IVa Case Study.

Clinical scoring systems have been developed for many specific applications, yet they remain underut...

Jul 2018 30441251
[Comparison of machine learning method and logistic regression model in prediction of acute kidney injury in severely burned patients].

To build risk prediction models for acute kidney injury (AKI) in severely burned patients, and to c...

Jun 2018 29961290
An intelligent algorithm for optimizing emergency department job and patient satisfaction.

Purpose Resilience engineering, job satisfaction and patient satisfaction were evaluated and analyze...

Jun 2018 29865961
Development and Evaluation of an Automated Machine Learning Algorithm for In-Hospital Mortality Risk Adjustment Among Critical Care Patients.

OBJECTIVES: Risk adjustment algorithms for ICU mortality are necessary for measuring and improving I...

Jun 2018 29419557
Comparison of Machine Learning Algorithms for the Prediction of Preventable Hospital Readmissions.

A diverse universe of statistical models in the literature aim to help hospitals understand the risk...

Jan 2018 28857931
Estimating a Bias in ICD Encodings for Billing Purposes.

ICD encoded diagnoses are a popular criterion for eligibility algorithms for study cohort recruitmen...

Jan 2018 29677939
Predicting Risk of 30-Day Readmissions Using Two Emerging Machine Learning Methods.

Decades-long research efforts have shown that Heart Failure (HF) is the most expensive diagnosis for...

Jan 2018 29857454
On the Representation of Machine Learning Results for Delirium Prediction in a Hospital Information System in Routine Care.

Digitalisation of health care for the purpose of medical documentation lead to huge amounts of data,...

Jan 2018 29968611
Prediction of Readmissions in the German DRG System Based on ยง21 Datasets.

Hospital readmissions receive increasing interest, since they are burdensome for patients and costly...

Jan 2018 30147066
Utilising Information of the Case Fee Catalogue to Enhance 30-Day Readmission Prediction in the German DRG System.

Unplanned hospital readmissions are a burden to the healthcare system and to the patients. To lower ...

Jan 2018 30306903
Chronic Kidney Disease: Detection and Evaluation.

Chronic kidney disease affects 47 million people in the United States and is associated with signifi...

Dec 2017 29431364
Incorporation of Anterior Lumbosacral Spine Exposure into a General Surgical Practice.

Many spine surgeons enlist the aid of an "access surgeon" to provide anterior exposure of the lumbos...

Dec 2017 29336755
Risk Factors for Elevated Preoperative Alkaline Phosphatase in Patients with Refractory Secondary Hyperparathyroidism.

Elevated preoperative levels of alkaline phosphatase (ALP) in patients with refractory secondary hyp...

Dec 2017 29336756
Clinical evaluation of improved MyoSure hysteroscopic tissue removal system for the resection of type II submucosal myomas.

This study aims to determine whether clinical evaluation of improved MyoSure hysteroscopic tissue re...

Dec 2017 29390412
Comparison of intraoperative basal fluid requirements in distal pancreatectomy: Laparotomy vs. laparoscopy: A retrospective cohort study.

There has been recent progress in intraoperative fluid therapy. However, little is known about intra...

Nov 2017 29381975
[A Case of Infectious Pseudoaneurysm That Developed after Surgery for Local Recurrence of Rectal Cancer].

In February 2011, a male patient in his 60's underwent a low anterior resection and lateral lymph no...

Nov 2017 29394560
Incidence and outcomes of neonatal acute kidney injury (AWAKEN): a multicentre, multinational, observational cohort study.

BACKGROUND: Single-center studies suggest that neonatal acute kidney injury (AKI) is associated with...

Nov 2017 29732396
Establishing a Classification System for High Fall-Risk Among Inpatients Using Support Vector Machines.

We constructed a model using a support vector machine to determine whether an inpatient will suffer ...

Aug 2017 28800580
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