AIMC Topic: Logistic Models

Clear Filters Showing 1181 to 1190 of 1261 articles

Can Machine Learning Improve Screening for Targeted Delinquency Prevention Programs?

Prevention science : the official journal of the Society for Prevention Research Feb 1, 2020
The cost-effectiveness of targeted delinquency prevention programs for children depends on the accuracy of the screening process. Screening accuracy is often poor, resulting in wasted resources and missed opportunities to avert negative outcomes. Thi...
Quality Improvement Violence Humans Pennsylvania Machine Learning Juvenile Delinquency Algorithms Male Child Logistic Models Mass Screening
View on PubMed DOI

Machine Learning Models Improve the Diagnostic Yield of Peripheral Blood Flow Cytometry.

American journal of clinical pathology Jan 2, 2020
OBJECTIVES: Peripheral blood flow cytometry (PBFC) is useful for evaluating circulating hematologic malignancies (HM) but has limited diagnostic value for screening. We used machine learning to evaluate whether clinical history and CBC/differential p...
Middle Aged Logistic Models Triage Flow Cytometry Lymphocyte Count Aged, 80 and over Adult Hematologic Neoplasms Male Humans Machine Learning Algorithms Female Aged
View on PubMed DOI

Predicting Peritoneal Metastasis of Gastric Cancer Patients Based on Machine Learning.

Cancer control : journal of the Moffitt Cancer Center Jan 1, 2020
OBJECTIVE: The aim is to explore the prediction effect of 5 machine learning algorithms on peritoneal metastasis of gastric cancer.
Logistic Models Treatment Outcome Neoplasm Recurrence, Local Gastrectomy Peritoneal Neoplasms Stomach Male Middle Aged Risk Assessment Incidence ROC Curve Retrospective Studies Female Aged Humans Stomach Neoplasms Machine Learning
View on PubMed DOI

A Machine Learning Approach to Identification of Unhealthy Drinking.

Journal of the American Board of Family Medicine : JABFM Jan 1, 2020
INTRODUCTION: Unhealthy drinking is prevalent in the United States, and yet it is underidentified and undertreated. Identifying unhealthy drinkers can be time-consuming and uncomfortable for primary care providers. An automated rule for identificatio...
Humans Nutrition Surveys Machine Learning United States Female Mass Screening Adult Support Vector Machine Male Alcohol Drinking Logistic Models
View on PubMed DOI

A Machine Learning Framework for Assessment of Cognitive and Functional Impairments in Alzheimer's Disease: Data Preprocessing and Analysis.

The journal of prevention of Alzheimer's disease Jan 1, 2020
The neuropsychological scores and Functional Activities Questionnaire (FAQ) are significant to measure the cognitive and functional domain of the patients affected by the Alzheimer's Disease. Further, there are standardized dataset available today th...
Humans Machine Learning Cognitive Dysfunction Memory Logistic Models Executive Function Alzheimer Disease Mental Status and Dementia Tests Activities of Daily Living Datasets as Topic
View on PubMed DOI

Does machine learning improve prediction of VA primary care reliance?

The American journal of managed care Jan 1, 2020
OBJECTIVES: The Veterans Affairs (VA) Health Care System is among the largest integrated health systems in the United States. Many VA enrollees are dual users of Medicare, and little research has examined methods to most accurately predict which vete...
Forecasting United States Department of Veterans Affairs Female Aged Patient Acceptance of Health Care Aged, 80 and over Humans Veterans Health Services Middle Aged Male Machine Learning Primary Health Care Logistic Models United States Medicare
View on PubMed DOI

Derivation and validation of a machine learning record linkage algorithm between emergency medical services and the emergency department.

Journal of the American Medical Informatics Association : JAMIA Jan 1, 2020
OBJECTIVE: Linking emergency medical services (EMS) electronic patient care reports (ePCRs) to emergency department (ED) records can provide clinicians access to vital information that can alter management. It can also create rich databases for resea...
Emergency Medical Services Emergency Service, Hospital Supervised Machine Learning Medical Record Linkage Algorithms Retrospective Studies Female Male Logistic Models Humans
View on PubMed DOI

Development of a periodontitis risk assessment model for primary care providers in an interdisciplinary setting.

Technology and health care : official journal of the European Society for Engineering and Medicine Jan 1, 2020
BACKGROUND: Periodontitis (PD), a form of gum disease, is a major public health concern as it is globally prevalent and harms both individual quality of life and economic productivity. Global cost in lost productivity is estimated at US$54 billion an...
Aged Aged, 80 and over Young Adult Adult Male Humans Neural Networks, Computer Artificial Intelligence Retrospective Studies Female Periodontitis Blood Pressure Logistic Models Middle Aged Bayes Theorem Socioeconomic Factors Sex Factors Comorbidity Support Vector Machine Primary Health Care Body Weights and Measures Age Factors Decision Support Systems, Clinical Oral Hygiene Lipids
View on PubMed DOI

What health records data are required for accurate prediction of suicidal behavior?

Journal of the American Medical Informatics Association : JAMIA Dec 1, 2019
OBJECTIVE: The study sought to evaluate how availability of different types of health records data affect the accuracy of machine learning models predicting suicidal behavior.
Aged Adult Male Middle Aged Risk Assessment Machine Learning Logistic Models Electronic Health Records Female Self Report Suicide, Attempted Risk Factors Models, Psychological Humans Surveys and Questionnaires Adolescent Suicide
View on PubMed DOI

Application of preoperative artificial neural network based on blood biomarkers and clinicopathological parameters for predicting long-term survival of patients with gastric cancer.

World journal of gastroenterology Nov 21, 2019
BACKGROUND: Because of the powerful abilities of self-learning and handling complex biological information, artificial neural network (ANN) models have been widely applied to disease diagnosis, imaging analysis, and prognosis prediction. However, the...
Adult Humans China Prognosis Stomach Neoplasms Neural Networks, Computer Adolescent Biomarkers Male Female Child Middle Aged Precision Medicine Aged Logistic Models Aged, 80 and over Young Adult
View on PubMed DOI
Popular Topics
Recent Journals