AIMC Topic:
Predictive Value of Tests

Clear Filters Showing 1411 to 1420 of 2129 articles

Use of a molecular classifier to identify usual interstitial pneumonia in conventional transbronchial lung biopsy samples: a prospective validation study.

The Lancet. Respiratory medicine Apr 1, 2019
BACKGROUND: In the appropriate clinical setting, the diagnosis of idiopathic pulmonary fibrosis (IPF) requires a pattern of usual interstitial pneumonia to be present on high-resolution chest CT (HRCT) or surgical lung biopsy. A molecular usual inter...
Humans Machine Learning Algorithms Prospective Studies Tomography, X-Ray Computed Middle Aged Lung Idiopathic Pulmonary Fibrosis Diagnosis, Differential Predictive Value of Tests Biopsy Female Reproducibility of Results Aged Sensitivity and Specificity Male
View on PubMed DOI

Simple Linear Support Vector Machine Classifier Can Distinguish Impaired Glucose Tolerance Versus Type 2 Diabetes Using a Reduced Set of CGM-Based Glycemic Variability Indices.

Journal of diabetes science and technology Mar 31, 2019
BACKGROUND: Many glycemic variability (GV) indices exist in the literature. In previous works, we demonstrated that a set of GV indices, extracted from continuous glucose monitoring (CGM) data, can distinguish between stages of diabetes progression. ...
Humans Algorithms Female Reproducibility of Results Aged Blood Glucose Self-Monitoring Adult Male Datasets as Topic Middle Aged Diabetes Mellitus, Type 2 Glucose Intolerance Blood Glucose Support Vector Machine Glycemic Control Diagnosis, Differential Health Status Indicators Predictive Value of Tests Data Interpretation, Statistical
View on PubMed DOI

Use of machine learning in predicting clinical response to transcranial magnetic stimulation in comorbid posttraumatic stress disorder and major depression: A resting state electroencephalography study.

Journal of affective disorders Mar 30, 2019
BACKGROUND: Repetitive transcranial magnetic stimulation (TMS) is clinically effective for major depressive disorder (MDD) and investigational for other conditions including posttraumatic stress disorder (PTSD). Understanding the mechanisms of TMS ac...
Rhode Island Support Vector Machine Predictive Value of Tests Electroencephalography Self Report Humans Transcranial Magnetic Stimulation Depressive Disorder, Major Machine Learning Comorbidity Female Prefrontal Cortex Sensitivity and Specificity Stress Disorders, Post-Traumatic Treatment Outcome Male Middle Aged
View on PubMed DOI

Combining many-objective radiomics and 3D convolutional neural network through evidential reasoning to predict lymph node metastasis in head and neck cancer.

Physics in medicine and biology Mar 29, 2019
Lymph node metastasis (LNM) is a significant prognostic factor in patients with head and neck cancer, and the ability to predict it accurately is essential to optimizing treatment. Positron emission tomography (PET) and computed tomography (CT) imagi...
Lymph Nodes Head and Neck Neoplasms Lymphatic Metastasis Predictive Value of Tests Positron Emission Tomography Computed Tomography Humans Neural Networks, Computer Imaging, Three-Dimensional
View on PubMed DOI

Computed Tomography-Based Radiomic Features Could Potentially Predict Microsatellite Instability Status in Stage II Colorectal Cancer: A Preliminary Study.

Academic radiology Mar 28, 2019
RATIONALE AND OBJECTIVES: To investigate whether quantitative radiomics features extracted from computed tomography (CT) can predict microsatellite instability (MSI) status in an Asian cohort of patients with stage Ⅱ colorectal cancer (CRC).
Humans Neoplasm Staging Machine Learning Microsatellite Instability Retrospective Studies Tomography, X-Ray Computed Female Middle Aged Adult ROC Curve Colorectal Neoplasms Predictive Value of Tests Male
View on PubMed DOI

Feature-weighted survival learning machine for COPD failure prediction.

Artificial intelligence in medicine Mar 28, 2019
Chronic obstructive pulmonary disease (COPD) yields a high rate of failures such as hospital readmission and death in the United States, Canada and worldwide. COPD failure imposes a significant social and economic burden on society, and predicting su...
Sex Factors Patient Readmission Survival Analysis Aged, 80 and over Proportional Hazards Models Time Factors Humans Electronic Health Records Pulmonary Disease, Chronic Obstructive Machine Learning ROC Curve Female Male Biomarkers Canada Risk Factors Middle Aged Prognosis Age Factors Hospitalization Severity of Illness Index Retrospective Studies Predictive Value of Tests Aged
View on PubMed DOI

Prediction of molecular subtypes of breast cancer using BI-RADS features based on a "white box" machine learning approach in a multi-modal imaging setting.

European journal of radiology Mar 21, 2019
PURPOSE: To develop and validate an interpretable and repeatable machine learning model approach to predict molecular subtypes of breast cancer from clinical metainformation together with mammography and MRI images.
Machine Learning Retrospective Studies Female Adult Breast Neoplasms Middle Aged Gene Expression Regulation, Neoplastic Multimodal Imaging Humans Predictive Value of Tests Neoplasm Staging
View on PubMed DOI

Machine Learning Using CT-FFR Predicts Proximal Atherosclerotic Plaque Formation Associated With LAD Myocardial Bridging.

JACC. Cardiovascular imaging Mar 13, 2019
Myocardial Bridging Middle Aged Time Factors Predictive Value of Tests Coronary Angiography Coronary Artery Disease Image Interpretation, Computer-Assisted Coronary Vessels Plaque, Atherosclerotic Computed Tomography Angiography Fractional Flow Reserve, Myocardial Retrospective Studies Female Risk Factors Aged Humans Male Machine Learning Prognosis
View on PubMed DOI

Prospective validation of a deep learning electrocardiogram algorithm for the detection of left ventricular systolic dysfunction.

Journal of cardiovascular electrophysiology Mar 10, 2019
OBJECTIVES: We sought to validate a deep learning algorithm designed to predict an ejection fraction (EF) less than or equal to 35% based on the 12-lead electrocardiogram (ECG) in a large prospective cohort.
Humans Prospective Studies Male Diagnosis, Computer-Assisted Prognosis Ventricular Function, Left Deep Learning Female Heart Rate Stroke Volume Reproducibility of Results Electrocardiography Ventricular Dysfunction, Left Echocardiography Aged Predictive Value of Tests Middle Aged Aged, 80 and over Signal Processing, Computer-Assisted
View on PubMed DOI

Identification of esophageal cancer pathway deviation and construction of a diagnosis model using three kernel genes.

Journal of cellular physiology Mar 5, 2019
The purpose of this study is to better understand the role of interleukin 35 (IL35) in esophageal carcinoma by comparing the mRNA level in Barrett's esophageal mucosa and in matched normal squamous mucosa and to understand how the diagnosis model wor...
Transcriptome Case-Control Studies Deep Learning Gene Expression Regulation, Neoplastic Models, Genetic Humans Reproducibility of Results Biomarkers, Tumor Gene Expression Profiling Cyclic AMP Response Element-Binding Protein Esophageal Squamous Cell Carcinoma Hepatocyte Nuclear Factor 1-beta Interleukin-12 Subunit p35 Databases, Genetic Early Detection of Cancer Nerve Tissue Proteins Predictive Value of Tests Esophageal Neoplasms
View on PubMed DOI
Popular Topics
Recent Journals