AIMC Topic: Cost of Illness

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Smooth Bayesian network model for the prediction of future high-cost patients with COPD.

International journal of medical informatics Apr 4, 2019
INTRODUCTION: The clinical course of chronic obstructive pulmonary disease (COPD) is marked by acute exacerbation events that increase hospitalization rates and healthcare spending. The early identification of future high-cost patients with COPD may ...
Humans Machine Learning Risk Assessment Disease Progression Support Vector Machine Bayes Theorem Cost of Illness Pulmonary Disease, Chronic Obstructive Female Male Hospitalization Middle Aged Aged
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Natural Language Processing-Identified Problem Opioid Use and Its Associated Health Care Costs.

Journal of pain & palliative care pharmacotherapy Jan 31, 2019
Use of prescription opioids and problems of abuse and addiction have increased over the past decade. Claims-based studies have documented substantial economic burden of opioid abuse. This study utilized electronic health record (EHR) data to identify...
United States Longitudinal Studies Follow-Up Studies Natural Language Processing Middle Aged Case-Control Studies Adolescent Health Care Costs Cost of Illness Analgesics, Opioid Medicare Opioid-Related Disorders Retrospective Studies Electronic Health Records Female Adult Male Aged Young Adult Humans
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Comparing clinician descriptions of frailty and geriatric syndromes using electronic health records: a retrospective cohort study.

BMC geriatrics Oct 25, 2017
BACKGROUND: Geriatric syndromes, including frailty, are common in older adults and associated with adverse outcomes. We compared patients described in clinical notes as "frail" to other older adults with respect to geriatric syndrome burden and healt...
Patient Acceptance of Health Care Mobility Limitation Natural Language Processing Geriatric Assessment Cost of Illness Male Social Support Weight Loss Frailty Frail Elderly United States Cognition Electronic Health Records Female Aged Humans Aged, 80 and over Retrospective Studies
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The Economic Burden of ACPA-Positive Status Among Patients with Rheumatoid Arthritis.

Journal of managed care & specialty pharmacy Jul 17, 2017
BACKGROUND: Anticitrullinated protein antibodies (ACPAs) are serological biomarkers associated with early, rapidly progressing rheumatoid arthritis (RA), including more severe disease and joint damage. ACPA testing has become a routine tool for RA di...
Young Adult Adult Male Arthritis, Rheumatoid Treatment Outcome Anti-Citrullinated Protein Antibodies Antirheumatic Agents Middle Aged Biological Products Cost of Illness Electronic Health Records Disease Progression Health Expenditures Female Humans Aged Biomarkers Retrospective Studies
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Ensemble modelling in descriptive epidemiology: burden of disease estimation.

International journal of epidemiology Jan 23, 2021
Ensemble modelling is a quantitative method that combines information from multiple individual models and has shown great promise in statistical machine learning. Ensemble models have a theoretical claim to being models that make the 'best' predictio...
Humans Machine Learning Cost of Illness
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Constipation Predominant Irritable Bowel Syndrome and Functional Constipation Are Not Discrete Disorders: A Machine Learning Approach.

The American journal of gastroenterology Jan 1, 2021
INTRODUCTION: Chronic constipation is classified into 2 main syndromes, irritable bowel syndrome with constipation (IBS-C) and functional constipation (FC), on the assumption that they differ along multiple clinical characteristics and are plausibly ...
Cohort Studies Chronic Disease Principal Component Analysis Abdominal Pain Adult Male Middle Aged Irritable Bowel Syndrome Supervised Machine Learning Constipation Cost of Illness Humans Female
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Long-term oncologic outcomes of robotic low anterior resection for rectal cancer: a comparative study with laparoscopic surgery.

Annals of surgery Jan 1, 2015
OBJECTIVE: The aim of this study is to evaluate long-term oncologic outcomes of robotic surgery for rectal cancer compared with laparoscopic surgery at a single institution.
Neoplasm Staging Laparoscopy Neoplasm Recurrence, Local Cost-Benefit Analysis Chemoradiotherapy, Adjuvant Humans Rectal Neoplasms Prospective Studies Disease-Free Survival Adenocarcinoma Adult Follow-Up Studies Survival Rate Robotics Male Postoperative Complications Middle Aged Length of Stay Female Treatment Outcome Aged Aged, 80 and over Cost of Illness
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