AIMC Topic: Patient Discharge

Clear Filters Showing 121 to 130 of 170 articles

Energy landscapes for a machine-learning prediction of patient discharge.

Physical review. E Jun 17, 2016
The energy landscapes framework is applied to a configuration space generated by training the parameters of a neural network. In this study the input data consists of time series for a collection of vital signs monitored for hospital patients, and th...
Machine Learning Electronic Health Records Patient Discharge Humans Neural Networks, Computer
View on PubMed DOI

Characteristics of outpatient clinical summaries in the United States.

International journal of medical informatics Jun 11, 2016
In the United States, federal regulations require that outpatient practices provide a clinical summary to ensure that patients understand what transpired during their appointment and what to do before the next visit. To determine whether clinical sum...
Natural Language Processing Patient Education as Topic Patient Discharge Comprehension Outpatients Continuity of Patient Care Health Literacy Reading Meaningful Use Humans Physicians Electronic Health Records United States
View on PubMed DOI

An automated knowledge-based textual summarization system for longitudinal, multivariate clinical data.

Journal of biomedical informatics Mar 30, 2016
OBJECTIVES: Design and implement an intelligent free-text summarization system: The system's input includes large numbers of longitudinal, multivariate, numeric and symbolic clinical raw data, collected over varying periods of time, and in different ...
Machine Learning Software Electronic Health Records Natural Language Processing Humans Patient Discharge Knowledge Bases Automation
View on PubMed DOI

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

Applied clinical informatics Feb 24, 2016
OBJECTIVES: Discharging patients from the Neonatal Intensive Care Unit (NICU) can be delayed for non-medical reasons including the procurement of home medical equipment, parental education, and the need for children's services. We previously created ...
Natural Language Processing Patient Discharge Hospitals, University Data Mining Infant, Newborn Humans Cohort Studies Retrospective Studies Models, Statistical Probability Medical Informatics Intensive Care Units, Neonatal
View on PubMed DOI

Real-time prediction of inpatient length of stay for discharge prioritization.

Journal of the American Medical Informatics Association : JAMIA Aug 7, 2015
OBJECTIVE: Hospitals are challenged to provide timely patient care while maintaining high resource utilization. This has prompted hospital initiatives to increase patient flow and minimize nonvalue added care time. Real-time demand capacity managemen...
Workload Workflow Patient Discharge Academic Medical Centers Hospital Administration Maryland Humans Adult Male Middle Aged Length of Stay Machine Learning Female Aged
View on PubMed DOI

The use of artificial neural networks to predict delayed discharge and readmission in enhanced recovery following laparoscopic colorectal cancer surgery.

Techniques in coloproctology Jun 19, 2015
BACKGROUND: Artificial neural networks (ANNs) can be used to develop predictive tools to enable the clinical decision-making process. This study aimed to investigate the use of an ANN in predicting the outcomes from enhanced recovery after colorectal...
Humans Neural Networks, Computer Prospective Studies Retrospective Studies Area Under Curve Laparoscopy Aftercare Patient Discharge Patient Compliance Patient Readmission Colectomy Length of Stay Time Factors Logistic Models Neoadjuvant Therapy Female Colorectal Neoplasms Male
View on PubMed DOI

Bilingual term alignment from comparable corpora in English discharge summary and Chinese discharge summary.

BMC bioinformatics May 9, 2015
BACKGROUND: Electronic medical record (EMR) systems have become widely used throughout the world to improve the quality of healthcare and the efficiency of hospital services. A bilingual medical lexicon of Chinese and English is needed to meet the de...
Medical Informatics Multilingualism Translating Natural Language Processing Patient Discharge Asian People Information Storage and Retrieval Humans Software England
View on PubMed DOI

An end-to-end hybrid algorithm for automated medication discrepancy detection.

BMC medical informatics and decision making May 6, 2015
BACKGROUND: In this study we implemented and developed state-of-the-art machine learning (ML) and natural language processing (NLP) technologies and built a computerized algorithm for medication reconciliation. Our specific aims are: (1) to develop a...
Natural Language Processing Patient Discharge Drug Prescriptions Medication Reconciliation Humans Machine Learning Algorithms Adult
View on PubMed DOI

Factors influencing same-day hospital discharge and risk factors for readmission after robotic surgery in the gynecologic oncology patient population.

Journal of minimally invasive gynecology Oct 7, 2014
STUDY OBJECTIVE: To determine the factors that allow for a safe outpatient robotic-assisted minimally invasive gynecologic oncology surgery procedure.
Middle Aged Comorbidity Length of Stay Cost-Benefit Analysis Adolescent Patient Readmission Logistic Models Ambulatory Surgical Procedures Genital Neoplasms, Female Ovariectomy Hysterectomy Age Factors Risk Factors Robotics Humans Aged Retrospective Studies Adult Minimally Invasive Surgical Procedures Female Male Patient Discharge Lung Diseases
View on PubMed DOI

Stratifying Risk for Postpartum Depression at Time of Hospital Discharge.

The American journal of psychiatry Jun 1, 2025
OBJECTIVE: Postpartum depression (PPD) is a major contributor to postpartum morbidity and mortality. Beyond efforts at routine screening, risk stratification models could enable more targeted interventions in settings with limited resources. The auth...
Humans Adult Risk Assessment Patient Discharge Depression, Postpartum Retrospective Studies Pregnancy Female Risk Factors
View on PubMed DOI
Popular Topics
Recent Journals