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Decision Support Techniques

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A Predictive Model for Determining Patients Not Requiring Prolonged Hospital Length of Stay After Elective Primary Total Hip Arthroplasty.

Anesthesia and analgesia Jul 1, 2019
BACKGROUND: Hospital length of stay (LOS) is an important quality metric for total hip arthroplasty. Accurately predicting LOS is important to expectantly manage bed utilization and other hospital resources. We aimed to develop a predictive model for...
Female Risk Factors Aged Male Humans Machine Learning Decision Support Techniques Retrospective Studies Treatment Outcome Predictive Value of Tests Elective Surgical Procedures Arthroplasty, Replacement, Hip Middle Aged Risk Assessment Length of Stay Time Factors
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Artificial intelligence and the clinical world: a view from the front line.

The Medical journal of Australia Apr 1, 2019
Humans Emergency Service, Hospital Patient Admission General Practice Artificial Intelligence Decision Support Techniques Australia
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Nomogram and Artificial Neural Network for Prognostic Performance on the Albumin-Bilirubin Grade for Hepatocellular Carcinoma Undergoing Transarterial Chemoembolization.

Journal of vascular and interventional radiology : JVIR Mar 1, 2019
PURPOSE: To construct the albumin-bilirubin (ALBI) grade and the Child-Turcotte-Pugh (CTP) score based on nomograms, as well as to develop an artificial neural network (ANN) to compare the prognostic performance of the 2 scores for hepatocellular car...
Middle Aged China Time Factors Liver Neoplasms Reproducibility of Results Biomarkers, Tumor Male Bilirubin Chemoembolization, Therapeutic Serum Albumin, Human Carcinoma, Hepatocellular Nomograms Treatment Outcome Neoplasm Grading Humans Neural Networks, Computer Decision Support Techniques Retrospective Studies Female
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Regulation of predictive analytics in medicine.

Science (New York, N.Y.) Feb 22, 2019
Artificial Intelligence Humans Benchmarking Algorithms Decision Support Techniques United States Food and Drug Administration United States Evidence-Based Medicine
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Not the Last Word: Big Data Will Make You Confront Big Ethical Questions-Here's Why.

Clinical orthopaedics and related research Feb 1, 2019
Evidence-Based Medicine Orthopedics Orthopedic Surgeons Big Data Health Knowledge, Attitudes, Practice Data Mining Practice Patterns, Physicians' Machine Learning Decision Support Techniques Attitude of Health Personnel Humans
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Personalized Pancreatic Cancer Management: A Systematic Review of How Machine Learning Is Supporting Decision-making.

Pancreas Jan 1, 2019
This review critically analyzes how machine learning is being used to support clinical decision-making in the management of potentially resectable pancreatic cancer. Following PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-analyses...
Machine Learning Decision Support Techniques Precision Medicine Reproducibility of Results Decision Making Pancreatic Neoplasms Bayes Theorem Markov Chains Humans
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Automatic Human-like Mining and Constructing Reliable Genetic Association Database with Deep Reinforcement Learning.

Pacific Symposium on Biocomputing. Pacific Symposium on Biocomputing Jan 1, 2019
The increasing amount of scientific literature in biological and biomedical science research has created a challenge in continuous and reliable curation of the latest knowledge discovered, and automatic biomedical text-mining has been one of the answ...
Reproducibility of Results Deep Learning Genetic Association Studies Computational Biology Databases, Genetic PubMed Markov Chains Knowledge Bases Humans Unified Medical Language System Data Mining Algorithms Decision Support Techniques
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Data for Adherence Decision Support.

Studies in health technology and informatics Jan 1, 2019
Technological interventions aimed at addressing medication non-adherence have shown some promise but do not deliver the full potential of an Internet of Things based Adherence Decision Support (ADS) system due, in part, to a lack high-resolution defi...
Pilot Projects Medication Adherence Data Collection Artificial Intelligence Decision Support Techniques
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Morphology-based prediction of cancer cell migration using an artificial neural network and a random decision forest.

Integrative biology : quantitative biosciences from nano to macro Dec 19, 2018
Metastasis is the cause of death in most patients of breast cancer and other solid malignancies. Identification of cancer cells with highly migratory capability to metastasize relies on markers for epithelial-to-mesenchymal transition (EMT), a proces...
Lab-On-A-Chip Devices Epithelial-Mesenchymal Transition Algorithms Models, Biological Decision Support Techniques Neoplasm Metastasis Female Reproducibility of Results Cell Line, Tumor Humans Single-Cell Analysis Breast Neoplasms Neural Networks, Computer Mice Animals Cell Movement Neoplasms Deep Learning
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Prediction of Transient or Permanent Congenital Hypothyroidism from Initial Thyroid Stimulating Hormone Levels.

Indian pediatrics Dec 15, 2018
OBJECTIVE: To identify factors that discriminate between transient and permanent congenital hypothyroidism.
Remission, Spontaneous Male Prognosis Humans Infant Retrospective Studies Decision Support Techniques Follow-Up Studies Female Thyrotropin Disease Progression Biomarkers Infant, Newborn Thyroxine Child, Preschool Congenital Hypothyroidism
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