AIMC Topic: Health Care Costs

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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...
Longitudinal Studies Follow-Up Studies Natural Language Processing Analgesics, Opioid Medicare Opioid-Related Disorders Health Care Costs Cost of Illness Middle Aged Case-Control Studies Adolescent United States Aged Young Adult Adult Male Humans Retrospective Studies Electronic Health Records Female
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Applying Machine Learning Algorithms to Segment High-Cost Patient Populations.

Journal of general internal medicine Dec 12, 2018
BACKGROUND: Efforts to improve the value of care for high-cost patients may benefit from care management strategies targeted at clinically distinct subgroups of patients.
Humans Machine Learning Male United States Cluster Analysis Algorithms Health Care Costs Medicare Part C Female Aged Aged, 80 and over
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Machine learning approaches for predicting high cost high need patient expenditures in health care.

Biomedical engineering online Nov 20, 2018
BACKGROUND: This paper studies the temporal consistency of health care expenditures in a large state Medicaid program. Predictive machine learning models were used to forecast the expenditures, especially for the high-cost, high-need (HCHN) patients.
Texas Medicaid Multimorbidity Data Collection Economics, Medical Health Care Costs Health Services Research Humans Machine Learning Aged Algorithms Young Adult Middle Aged Female Adult Adolescent Male United States Chronic Disease Health Expenditures
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Machine learning ensemble models predict total charges and drivers of cost for transsphenoidal surgery for pituitary tumor.

Journal of neurosurgery Sep 21, 2018
OBJECTIVE: Efficient allocation of resources in the healthcare system enables providers to care for more and needier patients. Identifying drivers of total charges for transsphenoidal surgery (TSS) for pituitary tumors, which are poorly understood, r...
Humans Machine Learning Adult Male Middle Aged United States Pituitary Neoplasms Forecasting Databases, Factual Female Aged Adenoma Costs and Cost Analysis Health Care Costs Sphenoid Sinus
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Predicting Therapy Success and Costs for Personalized Treatment Recommendations Using Baseline Characteristics: Data-Driven Analysis.

Journal of medical Internet research Aug 21, 2018
BACKGROUND: Different treatment alternatives exist for psychological disorders. Both clinical and cost effectiveness of treatment are crucial aspects for policy makers, therapists, and patients and thus play major roles for healthcare decision-making...
Treatment Outcome Cost-Benefit Analysis Health Care Costs Machine Learning Female Male Surveys and Questionnaires Humans
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Assessing Effectiveness and Costs in Robot-Mediated Lower Limbs Rehabilitation: A Meta-Analysis and State of the Art.

Journal of healthcare engineering Jun 4, 2018
Robots were introduced in rehabilitation in the 90s to meet different needs, that is, reducing the physical effort of therapists. This work consists of a meta-analysis of robot-mediated lower limbs rehabilitation for stroke-affected patients; it aims...
Outcome Assessment, Health Care Cost-Benefit Analysis Wearable Electronic Devices Health Care Costs Lower Extremity Rehabilitation Humans Stroke Rehabilitation Robotics Biomechanical Phenomena Walking Gait
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Supervised Learning Methods for Predicting Healthcare Costs: Systematic Literature Review and Empirical Evaluation.

AMIA ... Annual Symposium proceedings. AMIA Symposium Apr 16, 2018
An important informatics tool for controlling healthcare costs is accurately predicting the likely future healthcare costs of individuals. To address this important need, we conducted a systematic literature review and identified five methods for pre...
Health Care Costs Models, Econometric Neural Networks, Computer Forecasting Supervised Machine Learning Costs and Cost Analysis
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Estimating Local Costs Associated With Clostridium difficile Infection Using Machine Learning and Electronic Medical Records.

Infection control and hospital epidemiology Nov 6, 2017
BACKGROUND Reported per-patient costs of Clostridium difficile infection (CDI) vary by 2 orders of magnitude among different hospitals, implying that infection control officers need precise, local analyses to guide rational decision making between in...
Middle Aged Length of Stay Clostridioides difficile Humans Adolescent Aged, 80 and over Tertiary Care Centers Health Care Costs New York Machine Learning Young Adult Retrospective Studies Logistic Models Cross Infection Adult Electronic Health Records Clostridium Infections Male Female Propensity Score Aged
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Data Mining for Biomedicine and Healthcare.

Journal of healthcare engineering Aug 20, 2017
Health Care Costs Diagnosis, Computer-Assisted Delivery of Health Care Humans China Computer Simulation Interdisciplinary Communication Artificial Intelligence Cognition Prognosis Regional Medical Programs Data Mining Health Occupations Medical Informatics
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Impact of predicting health-guidance candidates using massive health check-up data: A data-driven analysis.

International journal of medical informatics Aug 4, 2017
INTRODUCTION: Starting in 2008, specific health checkups and health guidance to prevent non-communicable diseases have been provided in Japan, which has the highest proportion of elderly citizens in the world. The attendance rate for health guidance ...
Appointments and Schedules Middle Aged Humans Machine Learning Health Care Costs Surveys and Questionnaires Female Physical Examination Health Knowledge, Attitudes, Practice Aged Japan Adult Male
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