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Morbidity

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A Machine Learning Approach to Management of Heart Failure Populations.

JACC. Heart failure 32387064
BACKGROUND: Heart failure is a prevalent, costly disease for which new value-based payment models demand optimized population management strategies.
Aged Aged, 80 and over Disease Management Female Heart Failure Humans Machine Learning Male Middle Aged Morbidity Population Surveillance Retrospective Studies Risk Assessment ROC Curve United States
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Machine learning-based risk prediction of intrahospital clinical outcomes in patients undergoing TAVI.

Clinical research in cardiology : official journal of the German Cardiac Society 32583062
BACKGROUND: Currently, patient selection in TAVI is based upon a multidisciplinary heart team assessment of patient comorbidities and surgical risk stratification. In an era of increasing need for precision medicine and quickly expanding TAVI indicat...
Aged, 80 and over Aortic Valve Cause of Death Female Germany Heart Valve Diseases Hospital Mortality Humans Inpatients Machine Learning Male Morbidity Postoperative Complications Retrospective Studies Risk Assessment Risk Factors Survival Rate Time Factors Transcatheter Aortic Valve Replacement
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Identification of Patients with Heart Failure in Large Datasets.

Heart failure clinics 32888634
Large registries, administrative data, and the electronic health record (EHR) offer opportunities to identify patients with heart failure, which can be used for research purposes, process improvement, and optimal care delivery. Identification of case...
Electronic Health Records Global Health Heart Failure Humans Machine Learning Morbidity Phenotype Registries
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Machine Learning Improves the Identification of Individuals With Higher Morbidity and Avoidable Health Costs After Acute Coronary Syndromes.

Value in health : the journal of the International Society for Pharmacoeconomics and Outcomes Research 33248512
OBJECTIVES: Traditional risk scores improved the definition of the initial therapeutic strategy in acute coronary syndrome (ACS), but they were not designed for predicting long-term individual risks and costs. In parallel, attempts to directly predic...
Acute Coronary Syndrome Aged Cost Savings Female Health Care Costs Humans Machine Learning Male Morbidity Risk Factors Treatment Outcome
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Forecasting hand-foot-and-mouth disease cases using wavelet-based SARIMA-NNAR hybrid model.

PloS one 33544752
BACKGROUND: Hand-foot-and-mouth disease_(HFMD) is one of the most typical diseases in children that is associated with high morbidity. Reliable forecasting is crucial for prevention and control. Recently, hybrid models have become popular, and wavele...
Child China Databases, Factual Forecasting Hand, Foot and Mouth Disease Humans Incidence Models, Statistical Morbidity Neural Networks, Computer Nonlinear Dynamics Seasons Wavelet Analysis
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Robot assisted minimally invasive esophagectomy: safety, perioperative morbidity and short-term oncological outcome-a single institution experience.

Journal of robotic surgery 34228249
Robot assisted minimally invasive esophagectomy (RAMIE) has evolved over the past decade to become procedure of choice at many centers all over the world. The objective of this study is to present our experience of robot assisted minimally invasive e...
Esophageal Neoplasms Esophagectomy Humans Minimally Invasive Surgical Procedures Morbidity Postoperative Complications Retrospective Studies Robotic Surgical Procedures Robotics Treatment Outcome
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Ninety-day morbidity of robot-assisted redo surgery for recurrent rectal prolapse, mesh erosion and pelvic pain: lessons learned from 9 years' experience in a tertiary referral centre.

Colorectal disease : the official journal of the Association of Coloproctology of Great Britain and Ireland 34741395
AIM: With increasing follow-up of patients treated with minimally invasive ventral mesh rectopexy (VMR) more redo surgery can be expected for recurrent rectal prolapse, mesh erosion and pelvic pain. The aim of this study is to evaluate the 90-day mor...
Humans Laparoscopy Morbidity Pelvic Pain Postoperative Complications Rectal Prolapse Rectum Recurrence Retrospective Studies Robotics Surgical Mesh Tertiary Care Centers Treatment Outcome
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Genome-wide association study-based prediction of atrial fibrillation using artificial intelligence.

Open heart 35086918
OBJECTIVE: We previously reported early-onset atrial fibrillation (AF) associated genetic loci among a Korean population. We explored whether the AF-associated single-nucleotide polymorphisms (SNPs) selected from the Genome-Wide Association Study (GW...
Artificial Intelligence Atrial Fibrillation DNA Female Genetic Predisposition to Disease Genome-Wide Association Study Homeobox Protein PITX2 Homeodomain Proteins Humans Male Middle Aged Morbidity Polymorphism, Single Nucleotide Republic of Korea Transcription Factors
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Genetic prediction of ICU hospitalization and mortality in COVID-19 patients using artificial neural networks.

Journal of cellular and molecular medicine 35064759
There is an unmet need of models for early prediction of morbidity and mortality of Coronavirus disease-19 (COVID-19). We aimed to a) identify complement-related genetic variants associated with the clinical outcomes of ICU hospitalization and death,...
Complement Activation Complement Factor H Complement System Proteins COVID-19 Female Greece Hospitalization Humans Intensive Care Units Male Middle Aged Models, Genetic Morbidity Neural Networks, Computer Polymorphism, Single Nucleotide Thrombomodulin
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Defining the Morbidity of Robot-Assisted Radical Cystectomy with Intracorporeal Urinary Diversion: Adoption of the Comprehensive Complication Index.

Journal of endourology 35109696
The Clavien-Dindo Classification (CDC) only reports the postoperative complication of highest grade. It is thus of limited value for radical cystectomy, after which patients usually experience multiple complications. The Comprehensive Complication I...
Cystectomy Humans Male Morbidity Postoperative Complications Prospective Studies Robotic Surgical Procedures Robotics Treatment Outcome Urinary Bladder Neoplasms Urinary Diversion
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