AIMC Topic: Research Design

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Validation of a Cyclic Algorithm to Proxy Number of Lines of Systemic Cancer Therapy Using Administrative Data.

JCO clinical cancer informatics Aug 1, 2019
PURPOSE: Researchers are automating the process for identifying the number of lines of systemic cancer therapy received by patients. To date, algorithm development has involved manual modifications to predefined classification rules. In this study, w...
Research Design Neoplasms Antineoplastic Combined Chemotherapy Protocols Humans Algorithms Registries Supervised Machine Learning
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Three pitfalls to avoid in machine learning.

Nature Aug 1, 2019
Machine Learning Research Design Research Personnel Humans
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A deep learning technique for imputing missing healthcare data.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference Jul 1, 2019
Missing data is a frequent occurrence in medical and health datasets. The analysis of datasets with missing data can lead to loss in statistical power or biased results. We address this issue with a novel deep learning technique to impute missing val...
Research Design Deep Learning
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Meddling with new technologies or amending an embryos' potential.

Journal of assisted reproduction and genetics Apr 1, 2019
Artificial Intelligence Humans Research Design Preimplantation Diagnosis Reproductive Techniques, Assisted
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Citizen science frontiers: Efficiency, engagement, and serendipitous discovery with human-machine systems.

Proceedings of the National Academy of Sciences of the United States of America Feb 5, 2019
Citizen science has proved to be a unique and effective tool in helping science and society cope with the ever-growing data rates and volumes that characterize the modern research landscape. It also serves a critical role in engaging the public with ...
Humans Machine Learning Efficiency Community Participation Comprehension Research Design Research Surveys and Questionnaires Computing Methodologies Natural Science Disciplines Science Biological Science Disciplines
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Working Memory: Delay Activity, Yes! Persistent Activity? Maybe Not.

The Journal of neuroscience : the official journal of the Society for Neuroscience Aug 8, 2018
Persistent spiking has been thought to underlie working memory (WM). However, virtually all of the evidence for this comes from studies that averaged spiking across time and across trials, which masks the details. On single trials, activity often occ...
Saccades Fixation, Ocular Gamma Rhythm Memory, Short-Term Neurons Energy Metabolism Cerebral Cortex Nerve Net Haplorhini Animals Neural Networks, Computer Time Factors Research Design Action Potentials Humans
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The economic cost of robotic rehabilitation for adult stroke patients: a systematic review protocol.

JBI database of systematic reviews and implementation reports Aug 1, 2018
The objective of this review is to identify the best available evidence on the economic cost of robotic rehabilitation for adult stroke patients to improve their motor movement abilities. More specifically, the objective is to identify the evidence o...
Humans Stroke Research Design Cost-Benefit Analysis Movement Physical Therapy Modalities Recovery of Function Stroke Rehabilitation Robotics Adult Systematic Reviews as Topic Hospitals
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Cardiorenal Outcomes in the CANVAS, DECLARE-TIMI 58, and EMPA-REG OUTCOME Trials: A Systematic Review.

Reviews in cardiovascular medicine Jun 30, 2018
In this systematic review, we sought to summarize the 3 recent sodium-glucose cotransporter 2 inhibitor (SGLT2i) trials (Dapagliflozin Effect on CardiovasculAR Events (DECLARE-TIMI 58), Canagliflozin Cardiovascular Assessment Study (CANVAS) Program, ...
Glucosides Benzhydryl Compounds Canagliflozin Randomized Controlled Trials as Topic Cause of Death Sodium-Glucose Transporter 2 Inhibitors Sodium-Glucose Transporter 2 Biomarkers Comorbidity Risk Factors Humans Treatment Outcome Blood Glucose Cardiovascular Diseases Research Design Health Status Diabetes Mellitus, Type 2 Kidney Diseases
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Towards Phenotyping of Clinical Trial Eligibility Criteria.

Studies in health technology and informatics Jan 1, 2018
BACKGROUND: Medical plaintext documents contain important facts about patients, but they are rarely available for structured queries. The provision of structured information from natural language texts in addition to the existing structured data can ...
Natural Language Processing Data Mining Clinical Trials as Topic Eligibility Determination Humans Research Design Language
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Introduction to special section on advanced methodology: Counseling the dog to wag its methodological tail.

Journal of counseling psychology Nov 1, 2017
In this article, we introduce a special section focused on the application of advanced methodologies to specific research questions in counseling psychology. The articles include applications of natural language processing, dynamic systems, mediation...
Natural Language Processing Research Design Humans Counseling Animals Qualitative Research
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