AIMC Topic: Outcome Assessment, Health Care

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Obesity is not associated with increased operative complications in single-site robotic partial nephrectomy.

Yonsei medical journal Mar 1, 2015
PURPOSE: To evaluate the impact of high body mass index (BMI) on outcomes following robotic laparoendoscopic single-site surgery (R-LESS) robotic-assisted laparoscopic partial nephrectomy (RPN).
Humans Retrospective Studies Republic of Korea Female Adult Male Middle Aged Postoperative Complications Treatment Outcome Body Mass Index Blood Transfusion Operative Time Obesity Robotics Laparoscopy Robotic Surgical Procedures Outcome Assessment, Health Care Kidney Neoplasms Nephrectomy Warm Ischemia
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Neural network models - a novel tool for predicting the efficacy of growth hormone (GH) therapy in children with short stature.

Neuro endocrinology letters Jan 1, 2015
INTRODUCTION: The leading method for prediction of growth hormone (GH) therapy effectiveness are multiple linear regression (MLR) models. Best of our knowledge, we are the first to apply artificial neural networks (ANN) to solve this problem. For ANN...
Humans Neural Networks, Computer Female Male Adolescent Human Growth Hormone Child Recombinant Proteins Outcome Assessment, Health Care Body Height Dwarfism Growth Hormone
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Interpreting Medical Information Using Machine Learning and Individual Conditional Expectation.

Studies in health technology and informatics Jan 1, 2015
Recently, machine-learning techniques have spread many fields. However, machine-learning is still not popular in medical research field due to difficulty of interpreting. In this paper, we introduce a method of interpreting medical information using ...
Humans Machine Learning Algorithms Electronic Health Records Decision Support Systems, Clinical Natural Language Processing Data Interpretation, Statistical Data Mining Outcome Assessment, Health Care Likelihood Functions Effect Modifier, Epidemiologic
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