AIMC Topic: Risk

Clear Filters Showing 61 to 70 of 145 articles

Perioperative intelligence: applications of artificial intelligence in perioperative medicine.

Journal of clinical monitoring and computing Aug 29, 2019
Medical Informatics Risk Perioperative Period Perioperative Care Perioperative Medicine Postoperative Complications Big Data Decision Support Systems, Clinical Patient Readmission Humans Artificial Intelligence Machine Learning Algorithms Patient Safety
View on PubMed DOI

Multicategory individualized treatment regime using outcome weighted learning.

Biometrics Aug 28, 2019
Individualized treatment regimes (ITRs) aim to recommend treatments based on patient-specific characteristics in order to maximize the expected clinical outcome. Outcome weighted learning approaches have been proposed for this optimization problem wi...
Precision Medicine Treatment Outcome Models, Statistical Clinical Trials as Topic Risk Humans Machine Learning Algorithms Computer Simulation
View on PubMed DOI

Neural networks versus Logistic regression for 30 days all-cause readmission prediction.

Scientific reports Jun 26, 2019
Heart failure (HF) is one of the leading causes of hospital admissions in the US. Readmission within 30 days after a HF hospitalization is both a recognized indicator for disease progression and a source of considerable financial burden to the health...
Male Middle Aged Deep Learning ROC Curve Logistic Models Machine Learning Algorithms Female Aged Probability Patient Readmission False Positive Reactions Risk United States Predictive Value of Tests Area Under Curve Heart Failure Humans Neural Networks, Computer
View on PubMed DOI

Using natural language processing of clinical text to enhance identification of opioid-related overdoses in electronic health records data.

Pharmacoepidemiology and drug safety Jun 19, 2019
PURPOSE: To enhance automated methods for accurately identifying opioid-related overdoses and classifying types of overdose using electronic health record (EHR) databases.
Humans Self-Injurious Behavior Risk Heroin Washington Analgesics, Opioid Opioid-Related Disorders Datasets as Topic Drug Overdose Electronic Health Records Sensitivity and Specificity Predictive Value of Tests Natural Language Processing
View on PubMed DOI

Artificial Intelligence and Arthroplasty at a Single Institution: Real-World Applications of Machine Learning to Big Data, Value-Based Care, Mobile Health, and Remote Patient Monitoring.

The Journal of arthroplasty Jun 17, 2019
BACKGROUND: Driven by the recent ubiquity of big data and computing power, we established the Machine Learning Arthroplasty Laboratory (MLAL) to examine and apply artificial intelligence (AI) to musculoskeletal medicine.
Registries Machine Learning Analgesics, Opioid Length of Stay Telemedicine Big Data Remote Consultation Monitoring, Physiologic Risk Arthroplasty Humans Orthopedics Artificial Intelligence
View on PubMed DOI

A machine learning-based approach for predicting the outbreak of cardiovascular diseases in patients on dialysis.

Computer methods and programs in biomedicine May 13, 2019
BACKGROUND AND OBJECTIVE: Patients with End- Stage Kidney Disease (ESKD) have a unique cardiovascular risk. This study aims at predicting, with a certain precision, death and cardiovascular diseases in dialysis patients.
False Positive Reactions Risk Male Cardiovascular Diseases Middle Aged Support Vector Machine Models, Statistical Humans Bayes Theorem Biomarkers Machine Learning Prognosis Algorithms Kidney Failure, Chronic Female Databases, Factual Italy Aged Registries Sensitivity and Specificity
View on PubMed DOI

Statistical characterization and classification of colon microarray gene expression data using multiple machine learning paradigms.

Computer methods and programs in biomedicine Apr 10, 2019
OBJECTIVE: A colon microarray data is a repository of thousands of gene expressions with different strengths for each cancer cell. It is necessary to detect which genes are responsible for cancer growth. This study presents an exhaustive comparative ...
Risk Normal Distribution Oncogenes Tissue Array Analysis Area Under Curve Bayes Theorem Discriminant Analysis Colonic Neoplasms Humans Neural Networks, Computer Logistic Models Machine Learning Support Vector Machine Sensitivity and Specificity Models, Statistical Colon Regression Analysis Gene Expression Profiling Decision Trees
View on PubMed DOI

A convolutional neural network algorithm for automatic segmentation of head and neck organs at risk using deep lifelong learning.

Medical physics Apr 4, 2019
PURPOSE: This study suggests a lifelong learning-based convolutional neural network (LL-CNN) algorithm as a superior alternative to single-task learning approaches for automatic segmentation of head and neck (OARs) organs at risk.
Humans Tomography, X-Ray Computed Deep Learning Image Processing, Computer-Assisted Squamous Cell Carcinoma of Head and Neck Organs at Risk Automation Risk Radiotherapy, Image-Guided
View on PubMed DOI

Enhancing the Ambient Assisted Living Capabilities with a Mobile Robot.

Computational intelligence and neuroscience Apr 2, 2019
Ambient assisted living (AAL) environments are currently a key focus of interest as an option to assist and monitor disabled and elderly people. These systems can improve their quality of life and personal autonomy by detecting events such as enterin...
Quality of Life Robotics Risk Humans Algorithms Delivery of Health Care Aging
View on PubMed DOI

Semi-supervised learning to improve generalizability of risk prediction models.

Journal of biomedical informatics Feb 7, 2019
The utility of a prediction model depends on its generalizability to patients drawn from different but related populations. We explored whether a semi-supervised learning model could improve the generalizability of colorectal cancer (CRC) risk predic...
Supervised Machine Learning Prognosis Survival Analysis Female Diagnosis, Computer-Assisted Risk Aged Adolescent Aged, 80 and over Child Humans Young Adult Models, Statistical Adult Colorectal Neoplasms Male Middle Aged
View on PubMed DOI
Popular Topics
Recent Journals