AIMC Topic: Patient Discharge

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The characteristics and evolution of pulmonary fibrosis in COVID-19 patients as assessed by AI-assisted chest HRCT.

PloS one Mar 23, 2021
The characteristics and evolution of pulmonary fibrosis in patients with coronavirus disease 2019 (COVID-19) have not been adequately studied. AI-assisted chest high-resolution computed tomography (HRCT) was used to investigate the proportion of COVI...
Humans Female SARS-CoV-2 Risk Factors Male Middle Aged Artificial Intelligence COVID-19 Interleukin-6 Tomography, X-Ray Computed Thorax Severity of Illness Index Image Processing, Computer-Assisted Pulmonary Fibrosis Patient Discharge
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Decision Tree Algorithm Identifies Stroke Patients Likely Discharge Home After Rehabilitation Using Functional and Environmental Predictors.

Journal of stroke and cerebrovascular diseases : the official journal of National Stroke Association Feb 3, 2021
BACKGROUND AND PURPOSE: The importance of environmental factors for stroke patients to achieve home discharge was not scientifically proven. There are limited studies on the application of the decision tree algorithm with various functional and envir...
Middle Aged Time Factors Treatment Outcome Decision Trees Female Aged Aged, 80 and over Male Patient Discharge Humans Stroke Machine Learning Motor Activity Recovery of Function Decision Support Techniques Environment Predictive Value of Tests Databases, Factual Stroke Rehabilitation Disability Evaluation Functional Status
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Multi-Institutional Assessment of Routine Same Day Discharge Surgery for Robot-Assisted Radical Prostatectomy. Letter.

The Journal of urology Jan 22, 2021
Prostate Patient Discharge Ambulatory Surgical Procedures Prostatectomy Humans Male Robotics
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Response to: Williams, Kotamarti, and Schulman re: "Outpatient Robot-Assisted Radical Prostatectomy: Are Patients Ready for Same-Day Discharge?" by Dobbs et al.

Journal of endourology Dec 22, 2020
Patient Discharge Outpatients Prostatectomy Humans Male Robotics Prostate
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Artificial neural network-based prediction of prolonged length of stay and need for post-acute care in acute coronary syndrome patients undergoing percutaneous coronary intervention.

European journal of clinical investigation Nov 29, 2020
BACKGROUND: Prolonged length of stay (LOS) and post-acute care after percutaneous coronary intervention (PCI) is common and costly. Risk models for predicting prolonged LOS and post-acute care have limited accuracy. Our goal was to develop and valida...
Acute Coronary Syndrome Nursing Homes Angina, Unstable Transitional Care Skilled Nursing Facilities Subacute Care Hospices Hospitals, Rehabilitation Non-ST Elevated Myocardial Infarction ST Elevation Myocardial Infarction Percutaneous Coronary Intervention Patient Discharge Male Middle Aged Risk Assessment Length of Stay Neural Networks, Computer Female Aged Humans
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Machine learning models to predict length of stay and discharge destination in complex head and neck surgery.

Head & neck Nov 3, 2020
BACKGROUND: This study develops machine learning (ML) algorithms that use preoperative-only features to predict discharge-to-nonhome-facility (DNHF) and length-of-stay (LOS) following complex head and neck surgeries.
Machine Learning Algorithms Humans Length of Stay Patient Discharge Predictive Value of Tests
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Re: Outpatient Robot-Assisted Radical Prostatectomy: Are Patients Ready for Same-Day Discharge?

The Journal of urology Sep 21, 2020
Robotics Prostate Patient Discharge Outpatients Prostatectomy Humans Male
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Deep Learning and Multivariable Models Select EVAR Patients for Short-Stay Discharge.

Vascular and endovascular surgery Sep 10, 2020
OBJECTIVES: We sought to develop a prediction score with data from the Vascular Quality Initiative (VQI) EVAR in efforts to assist endovascular specialists in deciding whether or not a patient is appropriate for short-stay discharge.
Male Risk Assessment Deep Learning Length of Stay Time Factors Smartphone Mobile Applications Treatment Outcome Female Risk Factors Aged Aged, 80 and over Humans Decision Support Techniques Databases, Factual Clinical Decision-Making Enhanced Recovery After Surgery Health Services Research Aortic Aneurysm Patient Discharge Patient Selection Multivariate Analysis Endovascular Procedures
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Re: Outpatient Robot-Assisted Radical Prostatectomy: Are Patients Ready for Same-Day Discharge? by Dobbs et al.

Journal of endourology Aug 20, 2020
Male Robotics Prostate Patient Discharge Outpatients Humans Prostatectomy
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Using Machine Learning to Make Predictions in Patients Who Fall.

The Journal of surgical research Aug 18, 2020
BACKGROUND: As the population ages, the incidence of traumatic falls has been increasing. We hypothesize that a machine learning algorithm can more accurately predict mortality after a fall compared with a standard logistic regression (LR) model base...
Adult Injury Severity Score Male Trauma Centers Middle Aged Glasgow Coma Scale Length of Stay Accidental Falls ROC Curve Decision Trees Patient Discharge Humans Machine Learning Intensive Care Units Algorithms Female Retrospective Studies Aged Aged, 80 and over
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